Table of Contents

• Building AI-Driven Web Experiences at ScaleMounia Lalmas. 1-2 [doi]
• Data Degrades with UseKatrina Ligett. 3 [doi]
• (Everything You Never Knew You Needed To Know About) Rank-Biased Measurement For Web SearchAlistair Moffat. 4-5 [doi]
• Towards AI That Understands the Human WorldPascale Fung. 6 [doi]
• Opinion Dynamics with Multiple AdversariesAkhil Jalan, Marios Papachristou. 7-18 [doi]
• Auto-bidding under Return-on-Spend Constraints with Uncertainty QuantificationJiale Han 0002, Chun Gan, Chengcheng Zhang, Jie He 0005, Zhangang Lin, Ching Law, Xiaowu Dai. 19-30 [doi]
• Deterring A Small Collusion is All You NeedYotam Gafni. 31-39 [doi]
• DARA: Few-shot Budget Allocation in Online Advertising via In-Context Decision Making with RL-Finetuned LLMsMingxuan Song, Yusen Huo, Bohan Zhou, Shenglin Yin, Zhen Xiao, Jieyi Long, Zhilin Zhang 0003, Chuan Yu. 40-50 [doi]
• The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data LabelingKai Wang, Runze Wu 0001, Yu Xiong, Haifeng Sun 0005, Anran Li 0001, Shaojie Tang 0001, Changjie Fan, Xiang-Yang Li 0001. 51-62 [doi]
• Analysis of CEX-DEX Arbitrage Opportunities with Hidden Markov ModelsBence Ladóczki. 63-74 [doi]
• LBM: Hierarchical Large Auto-Bidding Model via Reasoning and ActingYewen Li, Zhiyi Lyu, Peng Jiang 0008, Qingpeng Cai 0001, Fei Pan, Bo An 0001, Peng Jiang 0008. 75-86 [doi]
• Platform Competition in the Autobidding WorldGagan Aggarwal, Andrés Perlroth, Ariel Schvartzman, Mingfei Zhao. 87-98 [doi]
• PMIScore: An Unsupervised Approach to Quantify Dialogue EngagementYongkang Guo, Zhihuan Huang, Yuqing Kong. 99-110 [doi]
• LiquidityPool: Game-Theoretic Analysis of Stakeholder Revenue in Ranking-Dependent DeFiQinde Chen, Huawei Huang, Jian Zheng. 111-122 [doi]
• Aggregating Information and Preferences under Different Coordination AbilityQishen Han, Grant Schoenebeck, Biaoshuai Tao, Lirong Xia. 123-134 [doi]
• The Art of Two-Round VotingQishen Han, Grant Schoenebeck, Biaoshuai Tao, Lirong Xia. 135-145 [doi]
• Allocating Chores with Restricted Additive Costs: Achieving EFX, MMS, and Efficiency SimultaneouslyZehan Lin, Xiaowei Wu 0001, Shengwei Zhou 0002. 146-156 [doi]
• All-but-one MMS Allocation for ChoresJiawei Qiu, Xiaowei Wu 0001, Cong Zhang 0008, Shengwei Zhou 0002. 157-168 [doi]
• Strategic Content Creation with GenAI: To Share or Not to Share?Gur Keinan, Omer Ben-Porat. 169-180 [doi]
• AHBid: An Adaptable Hierarchical Bidding Framework for Cross-Channel AdvertisingXinxin Yang, Yangyang Tang, Yikun Zhou, Yaolei Liu, Yun Li, Bo Yang. 181-191 [doi]
• Barter Exchange with Asymmetric Item ValuationsJuan Luque, Sharmila Duppala, Michael J. Curry, John P. Dickerson, Aravind Srinivasan. 192-200 [doi]
• Online Rounding and Pricing Schemes for k-Rental ProblemsHossein Nekouyan, Bo Sun 0004, Raouf Boutaba, Xiaoqi Tan. 201-212 [doi]
• Online Advertising with Spatial InteractionsGagan Aggarwal, Yifan Wang, Mingfei Zhao. 213-224 [doi]
• Automated Deterministic Auction Design with Objective DecompositionZhijian Duan 0001, Haoran Sun, Yichong Xia, Siqiang Wang, Zhilin Zhang, Chuan Yu, Jian Xu 0015, Xiaotie Deng. 225-236 [doi]
• The Query Complexity of Uniform PricingHoushuang Chen, Yaonan Jin, Pinyan Lu, Chihao Zhang 0001. 237-248 [doi]
• Pay for The Second-Best Service: A Game-Theoretic Approach against Dishonest LLM ProvidersYuhan Cao, Yu Wang, Sitong Liu, Miao Li, Yixin Tao, Tianxing He. 249-260 [doi]
• Position Auctions in AI-Generated ContentSantiago R. Balseiro, Kshipra Bhawalkar, Yuan Deng, Zhe Feng 0004, Jieming Mao, Aranyak Mehta, Vahab Mirrokni, Renato Paes Leme, Di Wang 0005, Song Zuo. 261-272 [doi]
• Determinants and Effects of Buy Box Suppression on AmazonJeffrey L. Gleason, Shuo Zhang, Christo Wilson. 273-284 [doi]
• How to Strategize Human Content Creation in the Era of GenAI?Seyed A. Esmaeili, Kevin Lim, Kshipra Bhawalkar, Zhe Feng 0004, Di Wang 0005, Haifeng Xu. 285-296 [doi]
• Additively Competitive SecretariesMohammad Mahdian, Jieming Mao, Enze Sun 0001, Kangning Wang 0001, Yifan Wang. 297-308 [doi]
• Improving the Price of Anarchy via Predictions in Parallel-Link NetworksGeorge Christodoulou 0001, Vasilis Christoforidis, Alkmini Sgouritsa, Ioannis Vlachos 0002. 309-317 [doi]
• The Price of Uncertainty for Social ConsensusYunzhe Bai, Alec Sun. 318-326 [doi]
• Marketing Hosting: From Fixed to Endogenous BudgetsBingzhe Wang, Tianyu Wang 0028, Qi Qi 0003, Xiaoxuan Deng, Zhilin Zhang, Chuan Yu. 327-338 [doi]
• Efficient and Fair Allocation on Graphs: From Orientation to Position-Aware ValuationsBo Li, Ankang Sun, Shiji Xing. 339-350 [doi]
• Data Pricing via Competitive EquilibriumBhaskar Ray Chaudhury, Jugal Garg, Aniket Murhekar, Jiaxin Song. 351-362 [doi]
• Single-Sample Bilateral Trade with a BrokerMohammadTaghi Hajiaghayi, Gary Peng, Suho Shin 0001. 363-374 [doi]
• Social Deliberation: Democratic Deliberation Through Unbiased Social InteractionsDana Afazeli, Mohamad Latifian, Masoud Seddighin. 375-383 [doi]
• Differentially Private Anonymous Bandits for Multi-User SystemsMohammad Reza Badri, Hossein Esfandiari, Samira Hossein Ghorban, Alireza Rezaeimoghadam. 384-395 [doi]
• Understanding Strategic Platform Entry and Seller Exploration: A Stackelberg ModelGarrett Seo, Xintong Wang 0002, David C. Parkes. 396-407 [doi]
• Stochastic Wage Suppression on Gig Platforms and How to Organize Against ItAna-Andreea Stoica, Celestine Mendler-Dünner, Moritz Hardt. 408-419 [doi]
• Difference-based Sample Selection for Federated Graph RationalizationLinan Yue, Weibo Gao. 420-429 [doi]
• Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction TuningZhongjian Zhang, Xiao Wang 0017, Mengmei Zhang, Jiarui Tan, Chuan Shi 0001. 430-441 [doi]
• Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation PipelineJiayi Wang, Yi Li 0018, Xin Zheng 0008, Junyang Chen 0001, Yanqing Guo, Alan Wee-Chung Liew, Shirui Pan. 442-451 [doi]
• Class-Domain Incremental Learning on Graphs via Disentangled Knowledge DistillationQin Tian, Chen Zhao 0010, Xintao Wu, Dong Li 0034, Minglai Shao 0001, Xujiang Zhao, Wenjun Wang 0002. 452-462 [doi]
• Riemannian Liquid Spatio-Temporal Graph NetworkLiangsi Lu, Jingchao Wang, Zhaorong Dai, Hanqian Liu, Yang Shi. 463-474 [doi]
• Topology-Aware Feature Sorting Enables Universal Modeling on Homophilic and Heterophilic GraphsYi Wang, Jitao Zhao, Dongxiao He, Jia Li, Yuxiao Huang, Zhiyong Feng 0002. 475-486 [doi]
• Exploring Sequential Dynamics on Temporal Graphs via Composite FilteringYuanyuan Xu 0002, Danni Wu, Xuemin Lin 0001, Dong Wen 0001, Wenjie Zhang 0001, Lei Chen 0002, Ying Zhang 0001. 487-498 [doi]
• Diffusion-based Kriging Model with Graph-enhanced AttentionMingtao Zhang, Guoli Yang, Zhanxing Zhu, Guangyin Jin, Mengzhu Wang, Xiaoying Bai. 499-510 [doi]
• Graph Retention Networks for Dynamic GraphsQian Chang, Xia Li 0010, Xiufeng Cheng, Runsong Jia, Jinqing Yang, Guoping Hu, Ciprian Doru Giurcaneanu. 511-522 [doi]
• A Graph Foundation Model for Unified Anomaly DetectionRenda Han, Xiaobao Wang, Luzhi Wang, Wenxin Zhang 0005, Guangzhen Yao, Hongxiang Liang. 523-534 [doi]
• Maximum Edge-based Quasi-Clique: Novel Iterative FrameworksHongbo Xia, Shengxin Liu, Zhaoquan Gu. 535-546 [doi]
• Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for GraphZiyu Zheng, Yaming Yang 0002, Ziyu Guan, Wei Zhao 0019, Xinyan Huang, Weigang Lu 0001. 547-558 [doi]
• Scalable and Provable Biclique-Preserving Clustering: The Power of Counting-based ApproachesLonglong Lin, Zeli Wang, Rong-Hua Li, Xiaohai Dai, Li Ni, Jin Zhao 0003. 559-570 [doi]
• Graph Diffusion Evolution Model for Multi-Conditional Molecular GenerationXingcheng Fu, Lingyun Liu, Yisen Gao, Tianyu Chen, Qingyun Sun, Jianxin Li 0002, Xianxian Li. 571-579 [doi]
• Multi-Source Information Driven Spatio-Temporal Hypergraph Learning for Traffic ForecastingPing Zhang, Jiayu Leng, Liang Yang 0002, Anchen Li, Xiaochun Cao, Riting Xia. 580-591 [doi]
• Riemannian Graph Tokenizer for Structural Knowledge TransferQimin Zhou, Haibo Liu, Yujie Wang, Li Sun 0008, Chuan Shi 0001. 592-603 [doi]
• Integrated Mixture of Neighborhood and Community Experts for Graph-Based Fraud DetectionZhizhi Yu, Di Jin 0001, Dongxiao He, Wenhuan Lu, Jianguo Wei. 604-613 [doi]
• LEDA: Latent Semantic Distribution Alignment for Multi-domain Graph Pre-trainingLianze Shan, Jitao Zhao, Dongxiao He, Siqi Liu, Jiaxu Cui, Weixiong Zhang. 614-625 [doi]
• RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented GenerationHaonan Yuan, Qingyun Sun, Jiacheng Tao, Xingcheng Fu, Jianxin Li 0002. 626-637 [doi]
• SGExplainer: Balanced Path-based Signed Graph Neural Network Explanation for Link Sign PredictionJie Gao, Jia Hu 0001, Geyong Min, Fei Hao 0001. 638-649 [doi]
• FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for RecommendationMengying Zhu, Feiyue Chen, Lifan Jiang, Mengyuan Yang 0002, Yangyang Wu, Guanjie Cheng, Xiaolin Zheng. 650-661 [doi]
• HomeRun: Performing Curveball Trades quasi in Streaming for Fast Null Modeling of Graphs, Hypergraphs, and Binary MatricesMichelle Contreras-Catalan, Matteo Riondato. 662-673 [doi]
• Dir-GD: Directed Graph DistillationCe Yang, Fei Hao 0001, Jie Gao, Jianrui Chen, Jia Hu 0001, Geyong Min. 674-683 [doi]
• TAWRMAC: A Novel Dynamic Graph Representation Learning MethodSoheila Farokhi, Xiaojun Qi 0001, Hamid Karimi. 684-695 [doi]
• Graph Neural Network Model Transferability Estimation via Decomposition-Augmented Discriminant AnalysisHuanchang Ma, Xin Zheng 0008, Jianyu Li, Alan Wee-Chung Liew, Wei Lan, Jian Gao. 696-706 [doi]
• negMIX: Negative Mixup for OOD Generalization in Open-Set Node ClassificationJunwei Gong, Xiao Shen 0001, Zhihao Chen, Shirui Pan, Xiao Wang 0017, Xi Zhou 0009. 707-718 [doi]
• UTAG: Leveraging LLM as a Unified Embedding Generator for Text-Attributed GraphsMingqian Ding, Jianjun Li 0010, Zhiyuan Ma 0005, Liwei Zhang, Wenqi Yang. 719-729 [doi]
• Mitigating Dynamic Graph Distribution Shifts via Mixture of Variational ExpertsQianyu Song, Chao Li 0022, Yeyu Yan, Hui Zhou, Zhongying Zhao 0001, Qingtian Zeng. 730-741 [doi]
• STG-DGR: Fraud Detection on Streaming Transaction Graphs with Diffusion-based Generative ReplayRui Ou, Kun Zhu 0024, Nana Zhang, Jiangtong Li, Chaochao Chen 0001, Changjun Jiang. 742-753 [doi]
• Text-attributed Graph Condensation via Text Selection and Attribute MatchingHaowei Han, Yuxiang Wang 0013, Guojia Wan, Hao Wang 0013, Shanshan Feng 0001, Hao Huang 0001, Jiawei Jiang 0001, Xiao Yan 0002. 754-764 [doi]
• Practical Group Steiner Tree Algorithms for Web Applications with Many GroupsQicheng Shan, Yuxuan Yang, Gong Cheng 0001. 765-776 [doi]
• Unsupervised Subgraph Anomaly Detection Based on Pattern CollaborationJiayang Sun, Shenghao Liu, Xianjun Deng, Wei Xiang, Meng Luo, Qiankun Zhang 0001, Dandan Zheng. 777-785 [doi]
• GraphTARIF: Linear Graph Transformer with Augmented Rank and Improved FocusZhaolin Hu, Kun Li, Hehe Fan, Yi Yang. 786-797 [doi]
• VSAL: A Vision Solver with Adaptive Layouts for Graph Property DetectionJiahao Xie, Guangmo Tong. 798-809 [doi]
• Towards Graph Foundation Model: Node Feature Transfer Invariant Modeling on General GraphsJitao Zhao, Yi Wang, Yawen Li 0001, Dongxiao He, Di Jin 0001, Zhiyong Feng 0002, Weixiong Zhang. 810-821 [doi]
• Sustained Vertex Cover on Temporal GraphsJunqiang Peng 0001, Tian Bai 0003, Jingyang Zhao 0001, Mingyu Xiao 0001. 822-833 [doi]
• Dual-level Reweighting for Positive-Unlabeled Graph ClassificationJunghun Kim, Shihyung Park, U Kang. 834-844 [doi]
• A Unified Graph Clustering NetworkRenda Han, Xiaobao Wang, Longbiao Wang, Wenxin Zhang 0005, Ronghao Fu, Kaiming Wang, Zeyu Zhang 0006, Kuntharrgyal Khysru. 845-856 [doi]
• DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic PrototypesJialun Zheng, Jie Liu 0044, Jiannong Cao 0001, Xiao Wang 0017, Hanchen Yang 0002, Yankai Chen 0001. 857-868 [doi]
• 2SGNN: Reconciling Expression and Efficiency in Spiking Graph Neural NetworkHan Zhao, Xu Yang 0019, Cheng Deng 0002, Fan Liu 0003. 869-878 [doi]
• Anomaly Detection of Interaction Behaviors in Streaming GraphsShuai Ren, Fan Zhang 0036, Bolin Wang, Xiang Zhao 0002, Zhihong Tian. 879-890 [doi]
• Graph-to-Tree: Topological Decomposition for Self-Supervised LearningYejiang Wang, Yuhai Zhao, Fangting Li, Jiapu Wang, Meixia Wang, Ling Li, Miaomiao Huang, Zhengkui Wang, Shirui Pan. 891-900 [doi]
• Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised LearningZhenyu Yang 0004, Ge Zhang 0002, Shan Xue 0001, Xiaoxiao Ma 0002, Jian Yang 0001, Hao Peng 0001, Amin Beheshti, Jia Wu 0001. 901-912 [doi]
• Network Dismantling via Reverse Dismantling: Static and Dynamic AlgorithmsJinyu Duan, Sijin Wang, Fan Zhang 0036, Xiang Zhao 0002, Wenjie Zhang 0001, Zhihong Tian. 913-924 [doi]
• FedCND: Federated Graph-Level Clustering under Inter-Client Cluster Number DiscrepancyJunlong Wu, Renda Han, Wenxuan Tu, Jingxin Liu 0006, Haotian Wang, Jieren Cheng. 925-934 [doi]
• SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional InformationDong-hyuk Seo, Sein Kim, Taeri Kim 0001, Won-Yong Shin, Sang-Wook Kim. 935-946 [doi]
• Breaking the Scalability Barrier in Constrained Graph-Based Networked Control via Decision-Focused LearningZhaoxing Yang, Yuchen Guo, Wenlong Li, Guiyun Fan, Haiming Jin, Linghe Kong. 947-958 [doi]
• PAGE: Progressive Anomaly Generation Network for Semi-supervised Graph Anomaly DetectionTing Guo 0004, Dongyu Pei, Gangzhu Qiao, Kaixuan Yao, Da Wang. 959-967 [doi]
• Invariant Learning on Heterogeneous Graphs via Subgraph Environment InferenceYanghui Fu, Yunfei Wang, Hao Zou 0001, Yue He 0001, Haotian Wang 0001, Qing Cheng 0004, Guangquan Cheng, Shixuan Liu. 968-979 [doi]
• ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature FusionXiang Li 0111, Jianpeng Qi, Haobing Liu 0001, Yuan Cao 0005, Guoqing Chao, Zhongying Zhao 0001, Junyu Dong, Xinwang Liu 0002, Yanwei Yu. 980-991 [doi]
• PIGCN: Physics-Inspired Graph Convolution Networks for Heterogeneous Social Event DetectionYongsheng Yu 0001, Congbo Ma, Zitai Qiu, Shan Xue 0001, Jian Yang 0001, Jia Wu 0001. 992-1003 [doi]
• Weighted Graph Clustering via Scale Contraction and Graph Structure LearningHaobing Liu 0001, Yinuo Zhang, Tingting Wang, Ruobing Jiang, Yanwei Yu. 1004-1014 [doi]
• Cross-Type Semantic Alignment for Multi-Type Anomaly Detection in Heterogeneous GraphsDi Jin 0001, Xiao Huang, Xiaobao Wang, Fengyu Yan, Luzhi Wang, Hongxiang Liang. 1015-1025 [doi]
• Graph Cross-Domain Continual Fine-Tuning via Orthogonal LoRA Routing with Contrastive Expert SpecializationQianyi Cai, Ziyue Qiao, Minghao Yang, Xiao Luo 0001, Hui Xiong 0001. 1026-1037 [doi]
• Unveiling Backdoor Propagation in Graphs: Neuron-Centric Defense MechanismsDi Jin 0001, Bingdao Feng, Xiaobao Wang, Yuxiang Zhang, Zechuan Zhang, Liang Yang 0002, Dongxiao He, Zhen Wang 0004. 1038-1048 [doi]
• Hierarchical Graph-Bag-Network for Self-Supervised Multi-Graph LearningMeixia Wang, Yuhai Zhao, Zhengkui Wang, Fenglong Ma, Yejiang Wang, Miaomiao Huang, Fazal Wahab, Wen Shan, Xingwei Wang 0001. 1049-1058 [doi]
• MessageShift: Fine-Grained Data Augmentation for Graph Neural NetworksWeigang Lu 0001, Zheng Liang, Yaming Yang 0002, Ziyu Zheng, Meng Yan 0013, Beilei Ling, Ziyu Guan, Wei Zhao 0019. 1059-1067 [doi]
• Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality ExtractionGe Zhang 0002, Jiapei Chen, Guohao Sun 0001, Xiu Fang 0001, Zhenyu Yang, Xixun Lin, Liang Yang 0002. 1068-1079 [doi]
• From Representation to Clusters: A Contrastive Learning Approach for Attributed Hypergraph ClusteringLi Ni, Shuaikang Zeng, Lin Mu, Longlong Lin. 1080-1091 [doi]
• Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local ExchangerLi Sun 0008, Ming Zhang, WenXin Jin, Zhongtian Sun, Zhenhao Huang 0001, Hao Peng 0001, Sen Su, Philip S. Yu. 1092-1103 [doi]
• Meta-Learning Driven Few-Shot Knowledge Transfer with Dual-Stage Adaptive Data Replay for Cross-Domain RecommendationYilei Qiu, Fei Xiong, Jun Hu, Shirui Pan, Liang Wang 0017. 1104-1114 [doi]
• VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token AttentionJingbo Zhou, Jun Xia 0001, Siyuan Li 0002, Yunfan Liu 0002, Wenjun Wang, Yufei Huang 0002, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu 0001, Stan Z. Li. 1115-1126 [doi]
• Mitigating Homophily Disparity in Graph Anomaly Detection: A Scalable and Adaptive ApproachYunhui Liu 0002, Qizhuo Xie, Yinfeng Chen, Xudong Jin, Tao Zheng, Bin Chong, Tieke He. 1127-1138 [doi]
• IVQ-GNN: Mitigating Performance Gap from Graph Connection Pattern Inconsistency via Vector QuantizationDi Jin 0001, Yixuan Du, Cuiying Huo, Xiaotong Huang, Ruqiong Zhang, Xiaobao Wang, Yawen Li 0001. 1139-1148 [doi]
• Disentangled Graph LLM for Molecule Graph Editing under Distribution ShiftsYang Yao 0003, Xin Wang 0019, Yuan Meng, Zeyang Zhang 0001, Hong Mei 0001, Wenwu Zhu 0001. 1149-1159 [doi]
• KEGOD: Kernel-enhanced Latent Substructure Learning for Graph Out-Of-Distribution DetectionYifan Wang 0014, Haodong Zhang, Zhiping Xiao 0001, Yusheng Zhao, Siyu Yi, Nan Yin, Xinwang Liu 0002, Ming Zhang 0004, Wei Ju 0001. 1160-1170 [doi]
• Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural NetworkXiao Tan 0005, Tongtong Su, Jiayi Wu, Yan Zhang, Binghui Xu, Dian Shen, Meng Wang 0009, Beilun Wang. 1171-1182 [doi]
• 2$L-GAD: Active Counterfactual Contrastive Learning for Graph Anomaly DetectionKamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili. 1183-1194 [doi]
• Controllable Graph Generation with Diffusion Models via Inference-Time Tree Search GuidanceJiachi Zhao, Zehong Wang, Yamei Liao, Chuxu Zhang, Yanfang Ye 0001. 1195-1205 [doi]
• Frequency-Corrupt Based Graph Self-Supervised LearningHaojie Li, Mengjiao Zhang, Guanfeng Liu 0001, Qiang Hu 0002, Yan Wang 0002, Junwei Du. 1206-1216 [doi]
• Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed GraphsZihui Chen, Yuling Wang, Pengfei Jiao, Kai Wu, Xiao Wang 0017, Xiang Ao, Dalin Zhang 0001. 1217-1228 [doi]
• 2GBD: Attack-Agnostic Graph Backdoor DefenseChenxu Du, Yang Liu 0200, Xingtong Yu, Zhuoer Xu, Yang Liu, Tianrui Li. 1229-1239 [doi]
• Multi-view Hierarchical Graph Contrastive Learning based on Asynchronous Asymmetric StructureChuangui Cao, Shifei Ding, Jian Zhang 0019, Lili Guo 0001, Xuan Li 0004. 1240-1249 [doi]
• Hi-GMAE: Hierarchical Graph Masked AutoencodersChuang Liu 0008, Zelin Yao, Xueqi Ma, Mukun Chen, Luzhi Wang, Jia Wu 0001, Wenbin Hu 0001. 1250-1261 [doi]
• Towards Robust Heterogeneous Graph Explanations under Structural PerturbationsYifan Lu, Pengfei Jiao, Xuan Guo 0005, Ziyun Zou, Yiwei Wang 0001, Mengzhou Gao 0001, Huaming Wu, Imran Razzak. 1262-1273 [doi]
• Discrete Diffusion-Based Model-Level Explanation of Heterogeneous GNNs with Node FeaturesPallabee Das, Stefan Heindorf. 1274-1285 [doi]
• Long-Tailed Recognition of Evidential Experts for Graph-level ClassificationWei Ju 0001, Siyu Yi, Zhengyang Mao, Yifang Qin, Yifan Wang 0014, Zhiping Xiao 0001, Yiwei Fu, Ziyue Qiao, Ming Zhang 0004. 1286-1297 [doi]
• SPGCL: Subgraph Pattern-Aware Graph Contrastive Learning for High-Order Structural RepresentationZhe Zhan, Xiangshi Li, Tingting Wang, Shuo Yu 0001, Henan Lei. 1298-1309 [doi]
• A Dual-Channel Contrastive Learning Framework for Anomaly Detection in Dynamic Graph StructuresRunshuo Liu, Chao Li 0022, Zhongying Zhao 0001, Hui Zhou, Qingtian Zeng. 1310-1320 [doi]
• Collaborative Subgraph Learning based Spectrum Sensing under Partial ObservationsZhaowei Liu 0001, Chang Liu, Dong Yang, Weiqing Yan, Yongchao Song, Anzuo Jiang. 1321-1332 [doi]
• OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative ModelsShiyuan Li 0001, Yixin Liu 0001, Yu Zheng 0013, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan. 1333-1344 [doi]
• LLM-enhanced Federated Graph Learning with Geometry-aware Graph Projection and Shared Subspace AggregationPengyang Zhou, Zhihao Huang, Jiahe Xu 0003, Wu Wen, Xiaolin Zheng, Chaochao Chen 0001, Jianwei Yin. 1345-1356 [doi]
• SLFM: Semi-Supervised Local Community Detection Based on Hyperbolic Flow MatchingHaixu Xiong, Li Sun 0008, Yun Xiong, Suyang Zhou, Hongrun Ren, Yangyong Zhu. 1357-1367 [doi]
• Contextual Structure-Enhanced Selective Graph Convolutional NetworkShifei Ding, Fangchen Li, Lili Guo 0001, Jian Zhang 0019. 1368-1376 [doi]
• Structure-Semantic Synergized Deep Contrastive Graph ClusteringShifei Ding, Zhe Li 0071, Xiao Xu 0006, Chao Li. 1377-1385 [doi]
• Unifying Graph Out-of-Distribution Generalization and Detection through Spectral Contrastive Invariant learningTianyin Liao, Ge Lan, Rui Chen, Ran Zhang, Zhiming Chen, Xiao Wang 0017, Ziwei Zhang 0001. 1386-1397 [doi]
• GraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement LearningChuanyue Yu, Kuo Zhao, Yuhan Li 0001, Heng Chang, Mingjian Feng, Xiangzhe Jiang, Yufei Sun, Jia Li, Yuzhi Zhang, Qingyun Sun, Jianxin Li, Ziwei Zhang 0001. 1398-1409 [doi]
• WPIS: From In-the-Wild Web Images to Physics-Aware 3D Scene Graphs for Physical ReasoningKe Ma 0012, Cong Fu, Jianing Wang, Yifei Wang, Wenyuan Li, Xinggang Wang, Meng Wang 0009, Tian Xia. 1410-1421 [doi]
• Revisiting and Enhancing Graph Neural Networks through the Lens of Amortized FlowsMinjie Cheng, Bokai Yan, Dixin Luo, Hongteng Xu. 1422-1432 [doi]
• STELA: Spatiotemporal Forecasting via Graph Learning and Entropy-Guided LLM AdaptationTiantian Huang, Yue Li 0035, Wei Shao, Ziqi Xu 0001, Qipeng Song, Hui Li. 1433-1444 [doi]
• Towards Geometry-Consistent Federated Graph LearningYuecen Wei, Zhiyu Zhuang, Yisen Gao, Xingcheng Fu, Qingyun Sun, Ziwei Zhang 0001, Tianyu Wo, Chunming Hu. 1445-1456 [doi]
• Towards A Universal Graph Structural EncoderJialin Chen, Haolan Zuo, Haoyu Wang, Siqi Miao 0001, Pan Li 0005, Rex Ying. 1457-1468 [doi]
• Stuart-Landau Oscillatory Graph Neural NetworkKaicheng Zhang, David N. Reynolds, Piero Deidda, Francesco Tudisco. 1469-1480 [doi]
• SliceGX: Layer-wise GNN Explanation with Model-slicingCibo Yu, Tingting Zhu, Tingyang Chen, Yinghui Wu 0001, Arijit Khan 0001, Xiangyu Ke. 1481-1492 [doi]
• Rethinking Graph Generalization through the Lens of Sharpness-Aware MinimizationYang Qiu, Yixiong Zou, Jun Wang 0018. 1493-1504 [doi]
• CLGNN: A Contrastive Learning-based GNN for Temporal Betweenness Prediction under Extreme Value ImbalanceTianming Zhang, Renbo Zhang, Zhengyi Yang 0001, Yunjun Gao, Bin Cao 0004, Jing Fan. 1505-1516 [doi]
• RARD: Rationale-First Blockwise Autoregressive Diffusion in Rationale?Dominated Graph GenerationFan Xu, Yijun Zhang, Sibo Zhang, Jiaxin Ding 0001, Luoyi Fu, Xinbing Wang. 1517-1528 [doi]
• Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving ShiftsJunyu Luo 0002, Zixuan Ouyang, Xiao Luo 0001, Hourun Li, Zhiping Xiao 0001, Yifan Wang 0014, Ming Zhang 0004. 1529-1539 [doi]
• Zero-Shot Forecasting of Network Dynamics through Weight Flow MatchingShiHe Zhou, Ruikun Li 0002, Huandong Wang, Yong Li 0008. 1540-1550 [doi]
• Rethinking Implicit Hate Speech Detection: Focusing on Latent Hate Components via Dual-Process ArgumentationShiqi Sun 0003, Du Su, Wei Chen 0034, Xueqi Cheng. 1551-1562 [doi]
• Does This Button Work? Investigating YouTube's Ineffective User ControlsJesse McCrosky, Ranadheer Malla, Aapo Tanskanen, Chico Q. Camargo. 1563-1573 [doi]
• PIXEL: Adaptive Steering Via Position-wise Injection with eXact Estimated Levels under a Subspace CalibrationManjiang Yu, Hongji Li, Priyanka Singh, Xue Li, Di Wang, Lijie Hu. 1574-1585 [doi]
• Trireme: A Tripartite Regulation Scheme for Diffusion ModelsHengtong Zhang, Chen Ye 0003, Hongzhi Wang 0001. 1586-1594 [doi]
• Doxing-as-a-Service: Demystifying the Chinese Online Doxing EcosystemYiran Gao, Pengcheng Xia 0001, Liu Wang 0002, Tianming Liu 0002, Haoyu Wang. 1595-1604 [doi]
• Semi-Supervised Fake News Detection with Mixture of ExpertsZhenyu Yang 0004, Chaoyu Yang, Wenfeng Xu, Xiuxiu Hao, Huan Wang, Ge Zhang 0002, Xiaoxiao Ma 0002, Jun Shen 0001. 1605-1616 [doi]
• BiasEdit: A Training-Free Bias-Detect-and-Edit Framework for Learning Fair Visual ClassifiersJungwook Seo, Yoonsik Park, Changmin Lee, Sungyong Baik. 1617-1628 [doi]
• Users Pay Twice: The Hidden Energy Cost of Web AdvertisingSamuel Pélissier, Naif Mehanna, Sterenn Roux, Quentin Perez, Walter Rudametkin, Johann Bourcier, Pierre Laperdrix. 1629-1639 [doi]
• Question the Questions: Auditing Representation in Online Deliberative ProcessesSoham De, Lodewijk Gelauff, Ashish Goel, Smitha Milli, Ariel D. Procaccia, Alice Siu. 1640-1650 [doi]
• From Navigation to Intention: Reframing the Web Experience through Goal-Driven InterfacesLuca Cordioli, Maristella Matera. 1651-1661 [doi]
• Digital Skin, Digital Bias: Uncovering Tone-Based Biases in LLMs and Emoji EmbeddingsMingchen Li, Wajdi Aljedaani, Yingjie Liu, Navyasri Meka, Xuan Lu, Xinyue Ye, Junhua Ding 0001, Yunhe Feng. 1662-1671 [doi]
• Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme DetectionFengjun Pan, Xiaobao Wu, Tho Quan, Anh Tuan Luu. 1672-1683 [doi]
• IConMoE: Modeling Intents of Misinformation using Concept Activation Vector-based Mixture of ExpertsAtul Kumar Singh, Rahul Mishra. 1684-1695 [doi]
• Towards LLM-centric Affective Visual Customization via Efficient and Precise Emotion ManipulatingJiamin Luo, Xuqian Gu, Jingjing Wang, Jiahong Lu. 1696-1704 [doi]
• BIND: A Bidirectionally Aligned Next-token Denoising Framework for Fast and Lightweight Deobfuscation of Harmful Web TextJinwoo Jung, Misuk Kim. 1705-1716 [doi]
• Robust Fake News Detection using Large Language Models under Adversarial Sentiment AttacksSahar Tahmasebi, Eric Müller-Budack, Ralph Ewerth. 1717-1726 [doi]
• MultiFPT: Towards Multi-Attribute Fairness in Pre-Trained Graph Neural Networks via Prompt TuningMeng Cao 0004, Mingcai Chen, Shuangjie Li, Hualei Yu, Shuai Feng, Demin Gao. 1727-1738 [doi]
• Is Contextual Advertising Safe? Analyzing Systemic Risks with Ads on YouTubeAsmaa El fraihi, Ines Abdelaziz, Oana Goga. 1739-1750 [doi]
• Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMsBoquan Li 0002, Chenzhe Lou, Zhe Ren, Peixin Zhang 0001, Zirui Fu, Jun Sun 0001, Yaowen Zheng. 1751-1760 [doi]
• D-Models and E-Models: Diversity-Stability Trade-offs in the Sampling Behavior of Large Language ModelsJia Gu, Liang Pang 0001, Huawei Shen, Xueqi Cheng. 1761-1772 [doi]
• Unifying Diversity and Fairness in Re-ranking via Economic Growth TheoryZhaofeng Li, Chen Xu, Xinyu Lin, Wenjie Wang, Xiaokui Xiao. 1773-1784 [doi]
• Emergence of Structural Disparities in the Web of Scientific CitationsBuddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy, Kristina Lerman. 1785-1796 [doi]
• Dynamics of Human-AI Collective Knowledge on the Web: A Scalable Model and Insights for Sustainable GrowthBuddhika Nettasinghe, Kang Zhao. 1797-1808 [doi]
• IO-X: Detecting and Attributing Content-Duplicating Influence Operations on X (Twitter)Ashfaq Ali Shafin, Md Nahid Siddique, Bogdan Carbunar. 1809-1818 [doi]
• Causality Guided Representation Learning for Cross-Style Hate Speech DetectionChengshuai Zhao, Shu Wan 0002, Paras Sheth, Karan Patwa, K. Selçuk Candan, Huan Liu 0001. 1819-1829 [doi]
• Characterizing Iran's Phased National Internet Shutdown in 2025: A Progressive and Distributed ActionShibo Cui, Mingxuan Liu 0006, Baojun Liu 0002, Haixin Duan, Ruixuan Li 0008, Chaoyi Lu, Jin Zhang, Zhicheng Wang, Jinghua Bai. 1830-1840 [doi]
• Navigating Truth in Multimodal Fact-checking via Retrieval- and Reasoning-Enhanced Large Language ModelsFanrui Zhang, Qiang Zhang, Jianwen Sun, Chuanhao Li 0001, Jiaxin Ai, Yukang Feng, Zizhen Li, Kaipeng Zhang, Jiawei Liu, Zheng-Jun Zha. 1841-1851 [doi]
• What Should I Cite? A RAG Benchmark for Academic Citation PredictionLeqi Zheng, Jiajun Zhang, Canzhi Chen, Chaokun Wang, Hongwei Li 0032, Yuying Li, Yaoxin Mao, Shannan Yan, Zixin Song, Zhiyuan Feng, Zhaolu Kang, Zirong Chen, Hang Zhang 0032, Qiang Liu 0006, Liang Wang 0001, Ziyang Liu 0004. 1852-1863 [doi]
• 2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based MedicineKeer Lu, Zheng Liang, Da Pan 0003, Shusen Zhang, Guosheng Dong, Huang Leng, Bin Cui 0001, Zhonghai Wu, Wentao Zhang 0001. 1864-1875 [doi]
• Generalized Pseudo-Relevance FeedbackYiteng Tu, Weihang Su, Yujia Zhou 0002, Yiqun Liu 0001, Fen Lin 0002, Qin Liu 0022, Qingyao Ai. 1876-1886 [doi]
• Rethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMsZhizhao Liu, Zhihua Wen, Zhiliang Tian, Zhen Huang 0006, Miaorong Zhu, Zimian Wei, Yifu Gao, Liang Ding 0006, Dongsheng Li. 1887-1898 [doi]
• NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence ChainsShiyao Peng, Qianhe Zheng, Zhuodi Hao, Zichen Tang, Rongjin Li, Qing Huang, Jiayu Huang, Jiacheng Liu, Yifan Zhu 0001, Haihong E. 1899-1910 [doi]
• LoVR: A Benchmark for Long Video Retrieval in Multimodal ContextsHao Liang, Qifeng Cai, Zhaoyang Han, Hejun Dong, Meiyi Qiang, Ruichuan An, Quanqing Xu, Bin Cui 0001, Wentao Zhang. 1911-1922 [doi]
• PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented GenerationShuguang Jiao, Xinyu Xiao, Yunfan Wei, Shuhan Qi, Chengkai Huang, Quan Z. Sheng, Lina Yao 0001. 1923-1934 [doi]
• Pedestrian-Centric Discriminative and Fine-grained Semantic Mining for Text-based Person RetrievalYuheng Liang, Haipeng Chen 0002, Yu Liu 0004, Yingda Lyu, Xue Wang. 1935-1946 [doi]
• QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series ForecastingShichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Yang Wang. 1947-1958 [doi]
• Dual-Branch Multi-Granularity Network with Structured Contrastive Ranking for Cross-Modal RetrievalZihao Chen, Chenyang Bu, Shengwei Ji, Xindong Wu 0001. 1959-1970 [doi]
• Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation ReasoningQianchi Zhang, Hainan Zhang 0001, Liang Pang 0001, Yongxin Tong, Hongwei Zheng 0003, Zhiming Zheng 0001. 1971-1982 [doi]
• Déjà Vu of Strange Stickers! Enhancing Out-of-Distribution Robustness in Sticker Retrieval via Cross-Modal Intent AlignmentYu-An Liu 0028, Ruqing Zhang 0001, Jiafeng Guo, Changjiang Zhou, Fan Zhang, Yinhu Zhao. 1983-1992 [doi]
• Model Editing for New Document Integration in Generative Information RetrievalZhen Zhang, Zihan Wang 0002, Xinyu Ma, Shuaiqiang Wang, Dawei Yin 0001, Xin Xin 0007, Pengjie Ren, Maarten de Rijke, Zhaochun Ren. 1993-2003 [doi]
• LongRanker: Efficient One-Pass Document Reranking with Long-Context Large Language ModelsChangjiang Zhou, Ruqing Zhang 0001, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng. 2004-2013 [doi]
• Breaking the Single-Reference-Vector Barrier in Approximate Nearest Neighbor SearchJiadong Xie 0002, Jeffrey Liang, Siyi Teng, Jeffrey Xu Yu, Yingfan Liu. 2014-2024 [doi]
• SQL-Checker: Error Detection and Labeling for Text-to-SQL with Interpretability AnalysisXingyu Ma, Xin Tian, Lingxiang Wu, Xuepeng Wang, Xueming Tang, Jinqiao Wang. 2025-2036 [doi]
• DMAP: Human-Aligned Structural Document Map for Multimodal Document UnderstandingShunliang Fu, Yanxin Zhang, Yixin Xiang, Xiaoyu Du 0002, Jinhui Tang 0001. 2037-2048 [doi]
• To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal InterventionWenlin Zhang 0001, Kuicai Dong, Junyi Li, Yingyi Zhang 0001, Xiaopeng Li 0014, Pengyue Jia, Yi Wen 0001, Derong Xu, Maolin Wang 0001, Yichao Wang 0002, Yong Liu 0020, Xiangyu Zhao 0001. 2049-2059 [doi]
• Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent WorkflowsJinwei Su, Qizhen Lan, Yinghui Xia, Lifan Sun, Weiyou Tian, Tianyu Shi, Lewei He. 2060-2070 [doi]
• R: Cross-Modal Agents for Composed Image RetrievalZhongyu Yang, Wei Pang 0001, Yingfang Yuan. 2071-2082 [doi]
• Are LLM Web Search Engines Sustainable? A Web-Measurement Study of Real-Time FetchingAbdur-Rahman Ibrahim Sayyid-Ali, Daanish Uddin Khan, Naveed Anwar Bhatti. 2083-2093 [doi]
• A Fact-Checking Framework with Denoising Evidence Retrieval and LLM-Based Debate VerificationJun Yang, Yuhan Bai, Dandan Song 0005, Zhijing Wu 0001, Yuhang Tian. 2094-2104 [doi]
• MCoT-MVS: Multi-level Vision Selection by Multi-modal Chain-of-Thought Reasoning for Composed Image RetrievalXuri Ge, Chunhao Wang, Xindi Wang 0001, Zheyun Qin, Zhumin Chen, Xin Xin 0003. 2105-2113 [doi]
• Conflict-Aware RAG: Multi-Stage Learning with Conflict Signals for Robust Retrieval-Augmented GenerationHaiyan Wu, Chenchen Wang, Chaoqun Sun, Chengxiong Lu, Zhiqiang Zhang 0010, Yanhong Chen. 2114-2125 [doi]
• Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement LearningGuanting Dong 0001, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu 0001, Ji-Rong Wen, Zhicheng Dou. 2126-2137 [doi]
• IRAG: Robust Multimodal Retrieval-Augmented Generation via Hazard SeparationRuikun Luo, Zixiao Feng, Lin Gu, Xiaoyu Xia 0001. 2138-2148 [doi]
• SDR-CIR: Semantic Debias Retrieval Framework for Training-Free Zero-Shot Composed Image RetrievalYi Sun, Jinyu Xu, Qing Xie 0002, Jiachen Li 0002, Yanchun Ma, Yongjian Liu. 2149-2159 [doi]
• FlowRAG: Continual Learning for Dynamic Retriever in Retrieval-Augmented GenerationSenlei Zhang, Tongjun Shi, Dandan Song 0005, Luan Zhang, Shuhao Zhang 0001, Xiaofei Liao, Hai Jin 0001. 2160-2170 [doi]
• Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration FrameworkJiasheng Xu, Mingda Li, Yongqiang Tang, Peijie Wang, Wensheng Zhang 0002. 2171-2182 [doi]
• BANCO: Drift-Aware Batched Bandits for Adaptive Proximity Graph PruningJin Cheng 0008, Xiangxiang Dai, Ningning Ding, John C. S. Lui, Jianwei Huang 0001. 2183-2194 [doi]
• DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented GenerationXingyuan Zeng, Zuohan Wu, Yue Wang 0012, Chen Zhang 0013, Quanming Yao, Libin Zheng 0001, Jian Yin 0001. 2195-2206 [doi]
• QChunker: Learning Question-Aware Text Chunking for Domain RAG via Multi-Agent DebateJihao Zhao, Daixuan Li, Pengfei Li, Shuaishuai Zu, Biao Qin, Hongyan Liu 0002. 2207-2218 [doi]
• DeepAgent: A General Reasoning Agent with Scalable ToolsetsXiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong 0001, Jiajie Jin, Yinuo Wang, Hao Wang 0049, Yutao Zhu 0001, Ji-Rong Wen, Yuan Lu, Zhicheng Dou. 2219-2230 [doi]
• Enhancing Domain-Adaptive Hashing via Evidential Learning and Progressive AlignmentJunsheng Wang, Tiantian Gong, Yeyun Wu, Liyan Zhang 0001. 2231-2239 [doi]
• CompactRAG: Reducing LLM Calls and Token Overhead in Multi-Hop Question AnsweringHao Yang, Zhiyu Yang, Xupeng Zhang, Wei Wei, Yunjie Zhang, Lin Yang 0013. 2240-2251 [doi]
• OpenDecoder: Open Large Language Model Decoding to Incorporate Document Quality in RAGFengran Mo, Zhan Su 0002, Yuchen Hui, Jinghan Zhang, Jia Ao Sun, Zheyuan Liu 0010, Chao Zhang, Tetsuya Sakai, Jian-Yun Nie. 2252-2262 [doi]
• HL-CMR: Hypergraph Learning for Cross-Modal RetrievalGuohui Ding, Jing Li, Yimin Xu, Rui Zhou 0001. 2263-2272 [doi]
• Diversifying Differentiable Graph Retrieval with Topic-Adaptive Multi-Intent LearningDongcheon Lee, Ji Yeon Park, Hye-Yoon Baek, Jimyeung Seo, Seyeong Kim, Byungkook Oh. 2273-2284 [doi]
• ToolBox-RL: Learning to Generalize Tool Use Across Massive RepositoriesXinyan Shi, Renzhi Wang, Haodong Liu, Piji Li. 2285-2295 [doi]
• Facilitating Generative Retrieval with Logical Denoising for Interpretable Conversational SearchQichuan Liu, Chentao Zhang, Yuxuan Hu, Chenfeng Zheng, Qinggang Zhang, Zhihong Zhang. 2296-2307 [doi]
• KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented GenerationQizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang 0001, Ke Qin, Shuang Liang 0002. 2308-2319 [doi]
• Beyond More Context: Retrieval Diversity Boosts Multi-Turn Intent UnderstandingZhiming Lin, Canran Xiao, Kai Zhao. 2320-2329 [doi]
• PaperAsk: A Benchmark for Reliability Evaluation of LLMs in Paper Search and ReadingYutao Wu 0004, Xiao Liu 0004, Yunhao Feng, Jiale Ding, Xingjun Ma. 2330-2338 [doi]
• SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive RankingXiaosong Yuan, Xiaofeng Zhang, Di Zhao, Yijia Zhang 0003, Ying Wang. 2339-2348 [doi]
• Doc-Researcher: A Unified System for Multimodal Document Parsing and Deep ResearchKuicai Dong, Shurui Huang, Fangda Ye, Wei Han, Zhi Zhang, Dexun Li, Wenjun Li, Qu Yang, Gang Wang, Yichao Wang, Chen Zhang, Yong Liu 0020. 2349-2360 [doi]
• Experience is the Best Teacher: Augmenting LLM Reasoning with Knowledge Learned from the PastMingjun Zhou, Weixin Zeng, Xiang Zhao 0002. 2361-2372 [doi]
• Evidential Matching, Uncertainty Calibration: Towards Robust Composed Video Retrieval with Noisy TripletsZhangtao Cheng, Bozhu Zheng, Ting Zhong, Fan Zhou 0002. 2373-2383 [doi]
• Inferential Question AnsweringJamshid Mozafari, Hamed Zamani, Guido Zuccon, Adam Jatowt. 2384-2395 [doi]
• PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document RetrievalWonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han 0001, Hwanjo Yu. 2396-2407 [doi]
• Reasoning by Exploration: A Unified Approach to Retrieval and Generation over GraphsHaoyu Han 0001, Kai Guo 0003, Harry Shomer, Yu Wang 0160, Yucheng Chu, Hang Li 0007, Li Ma 0012, Jiliang Tang. 2408-2418 [doi]
• From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question AnsweringLei Li, Xiao Zhou, Yingying Zhang, Xian Wu 0001. 2419-2430 [doi]
• Cost-Aware Retrieval-Augmentation Reasoning Models with Adaptive Retrieval DepthHelia Hashemi, Victor Rühle, Saravan Rajmohan. 2431-2440 [doi]
• Rethinking Soft Compression in Retrieval-Augmented Generation: A Query-Conditioned Selector PerspectiveYunhao Liu, Zian Jia, Xinyu Gao, Kanjun Xu, Yun Xiong. 2441-2452 [doi]
• SketchMind: Understanding Abstract Sketches with MLLMs for Fine-Grained Sketch-Based Image RetrievalChangxing Li, Donglin Zhang, Zhikai Hu, Xiao-jun Wu, Josef Kittler. 2453-2464 [doi]
• HyperRAG: Reasoning N-ary Facts over Hypergraphs for Retrieval Augmented GenerationWen-Sheng Lien, Yu Kai Chan, Hao-Lung Hsiao, Bo-Kai Ruan, Meng-Fen Chiang, Chien-An Chen, Yi-Ren Yeh, Hong-Han Shuai. 2465-2476 [doi]
• A Unified Framework for Context-Aware and Relation-Aware Graph Retrieval-Augmented GenerationHaoyang Zhong, Yifei Sun 0002, Antong Zhang, Chunping Wang 0001, Lei Chen 0082, Yang Yang 0009. 2477-2488 [doi]
• AgenticShop: Benchmarking Agentic Product Curation for Personalized Web ShoppingSunghwan Kim 0005, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee 0003. 2489-2500 [doi]
• CFVBench: A Comprehensive Video Benchmark for Fine-grained Multimodal Retrieval-Augmented GenerationKaiwen Wei, Xiao Liu, Jie Zhang, Zijian Wang, Ruida Liu, Yuming Yang, Xin Xiao, Xiao Sun, Haoyang Zeng, Changzai Pan, Yidan Zhang, Jiang Zhong, Peijin Wang, Yingchao Feng. 2501-2512 [doi]
• RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question AnsweringKaehyun Um, Kyuhwan Yeom, Haerim Yang, Minyoung Choi, Hyeongjun Yang, Kyong-Ho Lee. 2513-2523 [doi]
• TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research AgentsYanyu Chen, Jiyue Jiang, Jiahong Liu 0001, Yifei Zhang, Xiao Guo, Irwin King. 2524-2534 [doi]
• Exploring and Exploiting Security Vulnerabilities in Self-Hosted LLM ServicesZhihuang Liu, Ling Hu, Yonghao Tang, Tongqing Zhou, Fang Liu, Zhiping Cai. 2535-2546 [doi]
• SIsomap: Secure Collaborative Manifold Learning with Reducing Communication CostsPeizhao Zhou, Xiaojie Guo 0004, Pinzhi Chen, Ranyang Liu, Lihai Nie, Tong Li 0011, Zheli Liu. 2547-2556 [doi]
• PrivSplit: A Lossless Method for Prompt Privacy in Distributed Parameter-Efficient Fine-TuningWujia Niu, Lan Zhang 0002, Haoran Cheng, Shen Li. 2557-2568 [doi]
• Unveiling and Mitigating Untargeted Poisoning Attacks on Federated Knowledge Graph EmbeddingWenzheng Jiang, Ke Liang, Wenke Huang 0003, Xiongtao Zhang, Zhenxing Xu, Guancheng Wan, Cheston Tan, Flint Xiaofeng Fan, Ji Wang 0002. 2569-2580 [doi]
• TGNN: Enhancing Pixel Tracking Detection via LLM-driven Annotation and GAT-powered Structural RepresentationShenping Xiong, Xutong Wang, Ze Jin, Xinyu Liu 0019, Haoqiang Wang, Zhen Chen, Ru Tan, Qixu Liu. 2581-2591 [doi]
• DiSCoQR: Diffusion-Driven Semantic Compression for Robust Image Steganography in Standard QR CodesLijing Ren, Denghui Zhang 0001. 2592-2601 [doi]
• Reconstructing Training Data from Adapter-based Federated Large Language ModelsSilong Chen, Yuchuan Luo, Guilin Deng, Yi Liu, Ming Xu 0002, Shaojing Fu, Xiaohua Jia. 2602-2613 [doi]
• Has the Two-Decade-Old Prophecy Come True? Artificial Bad Intelligence Triggered by Merely a Single-Bit Flip in Large Language ModelsYu Yan, Siqi Lu, Yang Gao, Zhaoxuan Li, Ziming Zhao 0008, Qingjun Yuan, Yongjuan Wang. 2614-2625 [doi]
• Netting Phish in the IPFS Ocean: Real-Time Monitoring and Characterization of Decentralized Phishing CampaignsAnas Kastantin, Leonhard Balduf, Onur Ascigil, Saidu Sokoto, Björn Scheuermann 0001, Andrzej Duda, Michal Król, Maciej Korczynski. 2626-2636 [doi]
• Reading Between the Lines: Towards Reliable Black-box LLM Fingerprinting via Zeroth-order Gradient EstimationShuo Shao 0002, Yiming Li, Hongwei Yao, Yifei Chen, Yuchen Yang, Zhan Qin. 2637-2648 [doi]
• FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud AttacksNaen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou 0001, Jun Wang 0020, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji. 2649-2660 [doi]
• Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG FrameworkZhaoqi Wang, Daqing He, Zijian Zhang 0001, Ye Liu 0012, Jiamou Liu, Zhirui Zeng, Zhan Qin, Zhen Li, Xin Li 0033, Hongwei Yao, Jincheng An, Yong Liu, Yi Li, Qi Sun, Xiulei Liu, Liehuang Zhu. 2661-2672 [doi]
• HyperDetector: Advanced Persistent Threat Detection via Hypergraph Neural Networks with Enhanced Global PerceptionZiyue Wu, Nan Wang 0013, Jiqiang Liu, Hairong Dong 0001, Xibin Zhao. 2673-2682 [doi]
• PADD: Prefix-based Attention Divergence Detector for LLM JailbreaksZiqun Bao, Jiaqiang Niu, Yuchen Shao, Chengcheng Wan 0001. 2683-2694 [doi]
• Privacy-Friendly Adaptation of Vision Transformers for Communication and Latency-Efficient Private InferenceZhi Pang, Bo Feng, Meng Luo, Chenhao Liu, Shuwang Xu, Kai Zhao, Yadi Wu, Bo Zeng 0006. 2695-2706 [doi]
• MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLMTao Chen, Jingyi Zhang, Decheng Liu, Chunlei Peng. 2707-2715 [doi]
• SaGD: A Node-Level Differentially Private Graph Learning Framework with Sensitivity-Aware Gradient DescentJianxin Wei 0005, Ergute Bao, Xiaokui Xiao, Ting Yu 0001. 2716-2727 [doi]
• Red-Teaming Privacy-Protective Perturbations: Blind Face Restoration as an Attack StrategyZelin Li 0002, Yifan Liu 0019, Huimin Zeng 0001, Yaokun Liu, Ruichen Yao, Yang Zhang 0031, Dong Wang 0002. 2728-2739 [doi]
• Eclipse Attacks on Ethereum's Peer-to-Peer NetworkRuisheng Shi, Yuxuan Liang, Zijun Guo, Qin Wang 0008, Lina Lan, Chenfeng Wang, Zhuoyi Zheng. 2740-2751 [doi]
• Xemis: Fair and Robust Privacy-Preserving Data Trading based on Distributed Noise SharingXinxin Xing, Yizhong Liu, Ruonan Chen, Banghong Qin, Wangjie Qiu, Jianwei Liu 0001, Qianhong Wu, Willy Susilo, Robert H. Deng. 2752-2763 [doi]
• LLMQuA: Practical Backdoor Injection on Large Language Model QuantizationXiangxiang Chen 0002, Peixin Zhang 0001, Jun Sun 0001, Jin Song Dong 0001, Wenhai Wang, Jingyi Wang 0004. 2764-2775 [doi]
• ProvGuard: Logic-Aware Multi-View Contrastive Learning for Robust and Efficient Host Threat DetectionAnyuan Sang, Li Yang 0005, Lu Zhou, Cheng Zhou, Junbo Jia, Huipeng Yang. 2776-2787 [doi]
• Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGsBowen Fan, Zhilin Guo 0003, Xunkai Li, Yihan Zhou, Bing Zhou, Zhenjun Li, Rong-Hua Li, Guoren Wang. 2788-2799 [doi]
• Robust LLM-Based Website Fingerprinting under Dynamic Real-World ConditionsXiyuan Zhao, Xinhao Deng, Tianyu Cui, Yixiang Zhang, Ke Xu 0002, Qi Li 0002. 2800-2811 [doi]
• WAMO: Toward Secure Browser Inference via Web Model Obfuscation in WebAssemblyYitong Wang, Pengfei Yu 0002, Hao Han, Jingjing Gu, Fengyuan Xu, Xinyi Huang 0001. 2812-2823 [doi]
• Breaking Cross-modal Alignment in Embodied Intelligence: A Multimodal Adversarial Attack Framework for Vision-Language-Action ModelsZhihui Zhao, Xiaorong Dong, Yaowen Zheng, Xiaohui Chen, Yimo Ren, Hangbei Cheng, Yongle Chen, Limin Sun 0001. 2824-2834 [doi]
• TGweaver: Synthesizing Transaction Graphs for De-anonymization AnalysisFajie Wu, Jiajing Wu, Zhiying Wu, Jun Chen, Tao Wang, Longjian He, Bowen Song, Weiqiang Wang 0002. 2835-2845 [doi]
• Towards Practical LLM Unlearning: Efficient, Modular, and Retain-FreePeng Liu, Peng-fei Zhang, Jianfeng Qu, Ximing Li 0002, Zhixu Li, Pengpeng Zhao. 2846-2857 [doi]
• The Promise vs. Reality of NFT Decentralization: An Empirical Study of Storage Strategies and DefectsYufang Wu, Siwen Chen, Chao Li, Yuan Weng, Wei Wang 0012. 2858-2869 [doi]
• WebGeoInfer: Structure-Free Multi-Stage Framework for Geolocation Inference from Exposed Device Web InterfacesHuipeng Yang, Li Yang 0005, Lu Zhou, Lichuan Ma, Xinyue Wang, Junbo Jia, Anyuan Sang. 2870-2880 [doi]
• ICL-Evader: Zero-Query Black-Box Evasion Attacks on In-Context Learning and Their DefensesNingyuan He, Ronghong Huang, Qianqian Tang, Hongyu Wang, Xianghang Mi, Shanqing Guo. 2881-2892 [doi]
• PWAVEP: Purifying Imperceptible Adversarial Perturbations in 3D Point Clouds via Spectral Graph WaveletsHaoran Li, Renyang Liu 0001, Hongjia Liu, Chen Wang 0042, Long Yin, Jian Xu 0004. 2893-2904 [doi]
• Federated Latent Factor Learning for Privacy-Preserving Spatio-Temporal Signal RecoveryChengjun Yu, Di Wu, Yi He 0007, Jia Chen, Xin Luo 0001. 2905-2916 [doi]
• Zelda: Feedback-driven Closed-box Fuzzing for Identifying Web Application VulnerabilitiesSoyoung Lee, Sunnyeo Park, Yonghwi Kwon 0001, Sooel Son. 2917-2928 [doi]
• Proteus: Towards Accurate and Low-overhead In-Network Malicious Traffic DetectionLonglong Zhu, Linying Zheng, Qing Shu, Zedi Chen, Jiashuo Yu, Yuhan Wu, Shaopeng Zhou, Hongyan Liu 0001, Dong Zhang 0010, Chunming Wu 0001, Xiang Chen 0017. 2929-2939 [doi]
• Re-understanding Graph Unlearning through MemorizationPengfei Ding 0001, Yan Wang 0002, Guanfeng Liu. 2940-2951 [doi]
• Mitigating Cumulative Privacy Risk in Continual Information Sharing: A Dynamic Stackelberg Game ApproachYuzi Yi, Weixuan Wang, Yehong Luo, Jinqiao Shi, Jiwei Huang. 2952-2961 [doi]
• Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO ManipulationPei Chen, Geng Hong, Xinyi Wu, Mengying Wu, Zixuan Zhu, Mingxuan Liu 0006, Baojun Liu 0002, Mi Zhang 0001, Min Yang 0002. 2962-2973 [doi]
• Beyond Detection: Autonomous Anomaly Remediation for MCP Against Tool Poisoning AttacksZhiqiang Wang, Guanquan Shi, Yanting Wang, Yichao Gao, Hongsen Lang, Yunhao Yao, Haohua Du, Xiang-Yang Li. 2974-2982 [doi]
• On the Effectiveness of Mempool-based Transaction AuditingJannik Albrecht, Ghassan Karame. 2983-2994 [doi]
• Tracking the Stray Sheep: Understanding DNS Response Manipulation in the WildWenhao Wu, Zhaohua Wang, Zihan Li, Qinxin Li, Yiming Xia, Chuan Gao, Guangxing Zhang, Zhenyu Li 0001. 2995-3005 [doi]
• Too Much Sharing, Too Little Security: Authentication Cookie Theft At ScaleTobias Gattermayer, Haya Schulmann. 3006-3017 [doi]
• Forge: A Robust Multi-tab Website Fingerprinting Attack via Blind Source SeparationYitan Huang, Wei Qiao, Ding Wang, Meng Shen 0001, Di Zhao, Linxu Li, Susu Cui, Bo Jiang 0013, Zhigang Lu 0002, Baoxu Liu. 3018-3029 [doi]
• HiFi-WF: Toward Realistic Website Fingerprinting with Multi-tab and Subpage RecognitionSongyang Wu, Chuan Ma 0001, Ming Ding 0001, Long Yuan 0001, Biwen Chen, Yuwen Qian, Tao Xiang 0001. 3030-3041 [doi]
• DIARY: Differentially Private Recovery with Adaptive Privacy Budgets in Federated UnlearningHengzhi Wang, Lu Dai, Xianliang Zhang, Haoran Chen 0012, Juncheng Hu, Kun Yang 0001. 3042-3053 [doi]
• ShadowClone: Scalable Decentralized Identity with Cross-Domain Anonymity and Accountable TraceabilityYizhong Liu, Zedan Zhao, Boyu Zhao, Na Wang, Haojun Tan, Jianwei Liu. 3054-3065 [doi]
• FalconScope: Effective and Efficient Detection of Hidden Web Interfaces in IoT DevicesJiaming Guo, Haoran Yang, Kuihao Yan, Jiekang Hu, Xiaoqi Jia, Haichao Du, Qihang Zhou. 3066-3077 [doi]
• The Asymmetric Vulnerability: Bypassing LLM Defenses via Guardrail-Model MismatchJunyi Wang, Zhibin Zhu, Chuanyi Liu. 3078-3089 [doi]
• Bento: Fine-Grained Memory Isolation for COTS WebAssembly BinariesOussama Draissi, Lucas Davi. 3090-3101 [doi]
• DeepUL: Deep Unlearning via Model SparsityZhigao Zheng 0001, Kai Yin, Yaowen Kuang, Tao Wang 0037, Yahong Chen, Shihong Yao, Hao Huang 0001. 3102-3110 [doi]
• DSSmoothing: Toward Certified Dataset Ownership Verification for Pre-trained Language Models via Dual-Space SmoothingTing Qiao, Xing Liu, Wenke Huang 0003, Jianbin Li, Zhaoxin Fan, Yiming Li. 3111-3122 [doi]
• ARuleCon: Agentic Security Rule ConversionMing Xu, Hongtai Wang, Yanpei Guo, Zhengmin Yu, Weili Han, Hoon Wei Lim, Jin Song Dong 0001, Jiaheng Zhang. 3123-3134 [doi]
• SentinelNet: Safeguarding Multi-Agent Collaboration Through Credit-Based Dynamic Threat DetectionYang Feng, Xudong Pan. 3135-3146 [doi]
• Anti-Phishing Training (Still) Does Not Work: A Reproduction of Phishing Training Inefficacy Grounded in the NIST Phish ScaleAndrew T. Rozema, James C. Davis 0001. 3147-3158 [doi]
• Real or Rogue? Detecting Malicious Miniapps with Deceptive Reporting InterfaceYuQing Yang, Zhiqiang Lin 0001. 3159-3170 [doi]
• Reliable Non-Leveled Homomorphic Encryption for Web ServicesBaigang Chen, Dongfang Zhao 0001. 3171-3182 [doi]
• Towards Robust Detection of Chinese Toxic Variants via Dynamic Knowledge Graph-LLM ReasoningShaochen Yang, Kefei Zhou, Wei Xu 0008. 3183-3194 [doi]
• Acting Flatterers via LLMs Sycophancy: Combating Clickbait with LLMs Opposing-Stance ReasoningChaowei Zhang 0001, Xiansheng Luo, Zewei Zhang, Yi Zhu, Jipeng Qiang, Longwei Wang. 3195-3206 [doi]
• DeepSVU: Towards In-depth Security-oriented Video Understanding via Unified Physical-world Regularized MoEYujie Jin, Wenxin Zhang, Jingjing Wang, Guodong Zhou. 3207-3217 [doi]
• Greedy Attack: Breaking Finality against VeChain Proof-of-Authority Consensus ProtocolRujia Li 0001, Qin Wang 0008, Haochen Wang, Xueqian Lu, Sisi Duan. 3218-3228 [doi]
• SPCA: Stream Parser Confusion Attack for Web Application Firewall Evasion in HTTP/2Kyungrok Choi, Woonghee Lee 0004, Junbeom Hur. 3229-3239 [doi]
• Distribution-Aligned Synthetic Text Generation via Tail-Aware EnhancementYuan Fan, Xiaoyuan Liu, Bo Liu, Wubing Wang, Jia Sun, Wenzhi Chen, Huaikang Fang, Lifeng Tao, Fan Mo. 3240-3250 [doi]
• SemFuzz: A Semantics-Aware Fuzzing Framework for Network Protocol ImplementationsYanbang Sun, Quan Luo, Yuelin Wang, Qian Chen, Benjin Liu, Ruiqi Chen, Qing Huang, Xiaohong Li 0001, Junjie Wang. 3251-3262 [doi]
• DRGW: Learning Disentangled Representations for Robust Graph WatermarkingJiasen Li, Yanwei Liu 0001, Zhuoyi Shang, Xiaoyan Gu 0001, Weiping Wang. 3263-3274 [doi]
• PrivSniffer: Graph-based Contextual Privacy Leakage Detection for User-Generated TextsHangyu Ye, Liyao Xiang, Naixuan Huang, Dongyue Yu, Lijun Zhang, Gang Wang. 3275-3286 [doi]
• Does Ad-Free Mean Less Data Collection? An Empirical Study of Platform Data Practices and User ExpectationsSepehr Mousavi, Abhisek Dash, Savvas Zannettou, Krishna P. Gummadi. 3287-3298 [doi]
• Risk-free Selfish Mining in Hybrid Predictability Model. A Case Study on Polkadot's NPoSMingfei Zhang, Rujia Li 0001, Xinyu Lei, Sisi Duan. 3299-3310 [doi]
• Sybil Attacks on Centrality MeasuresMarcin Waniek. 3311-3322 [doi]
• When Reasoning Leaks Membership: Membership Inference Attack on Black-box Large Reasoning ModelsRuihan Hu, Yu-Ming Shang, Wei Luo, Ye Tao, Xi Zhang 0008. 3323-3334 [doi]
• RoFiRe: Robust Website Fingerprinting on Real-World Tor Traffic via Improved Augmentation and NormalizationHaeseung Jeon, Sujin Kim, Nate Mathews, Hosung Kang, Se Eun Oh. 3335-3346 [doi]
• GIANT: Structure-Agnostic Practical Adversarial Attacks for Graph-based Network Intrusion Detection SystemsJianjin Zhao, Dongqi Han, Chao Ma, Qi Li 0057, Zhiwei Cui, Hongliang Zhu, Hua Zhang 0001, Mingshu He, Yijun Lu, Jiong Dong, Yuyin Ma, Meng Shen 0001. 3347-3357 [doi]
• Beyond Denial-of-Service: The Puppeteer's Attack for Fine-Grained Control in Ranking-Based Federated LearningZhihao Chen, Zirui Gong, Jianting Ning, Yanjun Zhang, Leo Yu Zhang. 3358-3369 [doi]
• Balancing Privacy and Security of QNAME MinimisationQinxin Li, Zhaohua Wang, Wenhao Wu, Zihan Li, Yiming Xia, Chuan Gao, Zhenyu Li 0001. 3370-3379 [doi]
• Do You Really Know What I Am Doing? Backdoor Attacks on Provenance-Based Intrusion Detection SystemsShaodi Xie, Wei Yuan 0001, Haoyu Jiang, Zhu Gong, Haoran Wang, Heng Li 0008, Tiejun Wu. 3380-3391 [doi]
• Trust on Reload: Securing Browser-Based End-to-End EncryptionSimon Schwarz 0001, Florian Bauckholt, Leon Trampert. 3392-3403 [doi]
• Fast or Secure? Push the Limit of Privacy Leakage Threat via Charging Side-Channel AttacksJiaxin Jiang, Xutong Zhang, Jiahao Li, Leqi Zhao, Zhengxin Guo, Kaiyan Cui, Ming Gao 0023, Jinsong Han, Fu Xiao 0001. 3404-3413 [doi]
• Resisting Manipulative Bots in Meme Coin Copy Trading: A Multi-Agent Approach with Chain-of-Thought ReasoningYichen Luo, Yebo Feng, Jiahua Xu 0002, Yang Liu 0003. 3414-3425 [doi]
• PeriNet: Periodic Deep Learning Framework for Modality-Agnostic Privacy PreservingYan Zhang 0104, Yihong Song, Manzhou Li, Qiushi Li 0002, Qi Li 0002, Ju Ren 0001. 3426-3437 [doi]
• Inferring Users' Demographics and Sensitive Interests Using the Topics APIAthicha Srivirote, Muhammad Abu Bakar Aziz, Jeffrey L. Gleason, Desheng Hu, Christo Wilson. 3438-3448 [doi]
• CogAgent: Self-Evolving Cognitive Agents for Multi-Source Fraud Detection in Heterogeneous Financial NetworksQianyu Wang, Weiyou Tian, Rong Wang, Wei-Tek Tsai, Tianyu Shi, Zhuang Liu, Tianze Xia. 3449-3458 [doi]
• JANUS: A Dual-Constraint Generative Framework for Stealthy Node Injection AttacksJiahao Zhang, Xiaobing Pei, Zhaokun Zhong, Wenqiang Hao, Zhenghao Tang. 3459-3470 [doi]
• The Algorithmic Self-Portrait: Deconstructing Memory in ChatGPTAbhisek Dash, Soumi Das, Elisabeth Kirsten, Qinyuan Wu, Sai Keerthana Karnam, Krishna P. Gummadi, Thorsten Holz, Muhammad Bilal Zafar, Savvas Zannettou. 3471-3482 [doi]
• Understanding Server-side Commercial FingerprintingElisa Luo, Tom Ritter, Stefan Savage, Geoffrey M. Voelker. 3483-3494 [doi]
• Unequal Vulnerability: The Differential Impact of Label Flipping Attacks Across ClassesPinlong Zhao, Mengyang Li 0001, Pengfei Jiao, Huijun Tang, Ou Wu 0001. 3495-3506 [doi]
• Evasion Under Blockchain SanctionsEndong Liu, Mark Ryan, Liyi Zhou, Pascal Berrang. 3507-3518 [doi]
• AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the WildChaejin Lim, Kiho Lee, Beomjin Jin, Heewon Baek, Hyoungshick Kim. 3519-3530 [doi]
• Unveiling the Underground Phishing Ecosystem: A 12-Year Longitudinal Study of Deep and Dark Web ForumsDohee Kim, Hui Zhao, Doowon Kim, Sungjae Hwang. 3531-3542 [doi]
• YouChoose: A Lightweight Anonymous Proof of Account OwnershipAarav Varshney, Prashant Agrawal, Mahabir Prasad Jhanwar. 3543-3553 [doi]
• Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious PackagesWenbo Guo 0011, Shiwen Song, Jiaxun Guo, Zhengzi Xu, Chengwei Liu, Haoran Ou, Mengmeng Ge 0003, Yang Liu 0003. 3554-3565 [doi]
• Multimodal Graph Conditioned Diffusion Model for Video CaptioningBenhui Zhang 0001, Junyu Gao 0001, Yuan Yuan 0001. 3566-3575 [doi]
• HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable DialoguesYijie Zhong 0001, Yunfan Gao, Haofen Wang. 3576-3587 [doi]
• Aligning Multiple Knowledge Graphs in A Single PassYaming Yang 0002, Zhe Wang 0044, Ziyu Guan, Wei Zhao 0019, Weigang Lu 0001, Xinyan Huang, JiangTao Cui, Xiaofei He 0001. 3588-3599 [doi]
• Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion ModelYisen Gao, Jiaxin Bai, Yi Huang, Xingcheng Fu, Qingyun Sun, Yangqiu Song. 3600-3611 [doi]
• LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event DetectionZitai Qiu, Rongwei Xu 0001, Congbo Ma, Shan Xue 0001, Jian Yang 0001, Guanfeng Liu 0001, Quan Z. Sheng, Amin Beheshti, Jia Wu 0001. 3612-3623 [doi]
• Decoding Web Memorization: A Semantic Membership Inference Attack on LLMsZhiyao Wu, Zi Liang, Haibo Hu 0001. 3624-3632 [doi]
• Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?Qingchuan Li, Jiatong Li 0002, Zirui Liu 0010, Mingyue Cheng 0004, Yitong Zhou, Yuting Zeng, Qi Liu 0003, Tongxuan Liu. 3633-3644 [doi]
• DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph CompletionYuchao Zhang, Xiangjie Kong 0001, Kailun Ye, Shangfei Zheng, Guojiang Shen. 3645-3655 [doi]
• Bridging Semantic Understanding and Popularity Bias with LLMsRenqiang Luo, Dong Zhang, Yupeng Gao, Wen Shi, Mingliang Hou, Jiaying Liu 0006, Zhe Wang, Shuo Yu 0001. 3656-3665 [doi]
• Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge GraphsYanlin Song, Ben Liu, Víctor Gutiérrez-Basulto, Zhiwei Hu, Qianqian Xie, Min Peng 0002, Sophia Ananiadou, Jeff Z. Pan. 3666-3676 [doi]
• Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation ModelingPeining Li, MeiYu Liang, Wei Huang, Junping Du 0001, Zhe Xue, Guanhua Ye, Wu Liu 0005, Lei Shi 0030. 3677-3685 [doi]
• Matrix as Plan: Structured Logical Reasoning with Feedback-Driven ReplanningKe Chen, Jiandian Zeng, Zihao Peng, Guo Li, Guangxue Zhang, Tian Wang 0001. 3686-3697 [doi]
• Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text ClassificationMengyu Li, Yonghao Liu 0001, Fausto Giunchiglia, Ximing Li 0002, Xiaoyue Feng, Renchu Guan. 3698-3708 [doi]
• Grasp: Refining Semantic Graphs into Purified Knowledge for Cross-Modal CommunicationLiang Chen, Xiaoding Wang 0001, Limei Lin, Dajin Wang, Zhiquan Liu 0001, Jie Wu 0001. 3709-3719 [doi]
• CausalSKyHop: Knowledge-Aware Causal Explanation of Dynamic GNNs via Higher-Order Semantic ReasoningJixuan Wu, Limei Lin, Xiaoding Wang 0001, Kunpeng Xu, Jie Wu 0001. 3720-3731 [doi]
• Traceable Latent Variable Discovery Based on Multi-Agent CollaborationHuaming Du, Tao Hu, Yijie Huang, Yu Zhao 0019, Guisong Liu, Tao Gu, Gang Kou, Carl Yang 0001. 3732-3743 [doi]
• Conditional Diffusion Guided Knowledge Transfer for Multi-Domain Knowledge Graph CompletionJiawei Sheng, Taoyu Su, Xixun Lin, Xiaodong Li 0012, Tingwen Liu. 3744-3754 [doi]
• DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly DetectionXudong Zhao, Xiaolong Xu 0001, Haolong Xiang, Tong Gao, Lianyong Qi, Amin Beheshti, Xuyun Zhang, Wanchun Dou. 3755-3763 [doi]
• Lifting Manifolds to Mitigate Pseudo-Alignment in LLM4TSLiangwei Nathan Zheng, Wenhao Liang, Wei Emma Zhang, Miao Xu 0001, Olaf Maennel, Weitong Chen 0001. 3764-3775 [doi]
• MePe: Rethinking Multimodal Chinese Idiom Reading Comprehension from a Metaphorical PerspectiveTongguan Wang, Junkai Li, Feiyue Xue, Hui Liu, Dongyu Su, Wangjun Huang, Ying Sha. 3776-3787 [doi]
• PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image ClassificationJianye Xie, Chunhua Hu 0001, Lianyong Qi, Fan Wang 0020, Xiaolong Xu 0001, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou. 3788-3799 [doi]
• Dual History Enhancement with Hybrid Hypergraph-Graph Networks for Temporal Knowledge Graph ReasoningKailun Ye, Xiangjie Kong 0001, Yuchao Zhang, Xuan Wang, Linan Zhu 0001, Jiaxin Du, Guojiang Shen, Jianxin Li. 3800-3810 [doi]
• GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph UnderstandingRongzheng Wang, Shuang Liang 0002, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang 0001, Ke Qin, Man-Fai Leung. 3811-3822 [doi]
• Neuro-Sym Supporter: A Thoughtful Emotion Support Agent Integrating Neural and Symbolic Policy LearningMinghui Ma, Bin Guo 0001, Mengqi Chen, Jingqi Liu, Yasan Ding, Yan Liu, Han Wang. 3823-3834 [doi]
• LoSemB: Logic-Guided Semantic Bridging for Inductive Tool RetrievalLuyao Zhuang, Qinggang Zhang, Huachi Zhou, Yujing Zhang, Xiao Huang 0001. 3835-3846 [doi]
• EMSEdit: Efficient Multi-Step Meta-Learning-based Model EditingXiaopeng Li, Shasha Li 0001, Xi Wang 0018, Shezheng Song, Bin Ji 0002, Shangwen Wang, Jun Ma 0015, Xiaodong Liu 0004, Mina Liu, Jie Yu. 3847-3858 [doi]
• When to Trust: A Causality-Aware Calibration Framework for Accurate Knowledge Graph Retrieval-Augmented GenerationJing Ren 0001, Bowen Li 0012, Ziqi Xu 0001, Xikun Zhang 0002, Haytham Fayek, Xiaodong Li. 3859-3869 [doi]
• Beyond Factual Queries: A Novel Predictive Retrieval-Augmented GenerationDebo Cheng, Jianfeng Deng, Qingfeng Chen, Jinyi Jie, Jiangzhang Gan. 3870-3880 [doi]
• MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QAXianjie Wu, Xiaohang Xu 0002, Tingyu Jiang, Jian Yang 0030, Di Liang, Xianfu Cheng, Zhenhe Wu, Linzheng Chai, Wei Zhang 0384, Jiaheng Liu, Ge Zhang, Bob Simons, Tongliang Li, Zhoujun Li. 3881-3892 [doi]
• Adaptive Task Balancing for Visual Instruction Tuning via Inter-Task Contribution and Intra-Task DifficultyYanqi Dai, Yong Wang, Zebin You, Dong Jing, Xiangxiang Chu, Zhiwu Lu 0001. 3893-3904 [doi]
• Generalized Incremental Learning under Concept Drift across Evolving Data StreamsEn Yu, Jie Lu, Guangquan Zhang 0001. 3905-3916 [doi]
• MARCH: Multi-Teacher Contrastive Hypergraph DistillationRongwei Xu 0001, Zitai Qiu, Pengfei Ding 0001, Jia Wu 0001, Yan Wang 0002, Amin Beheshti, Guanfeng Liu 0001. 3917-3928 [doi]
• Multimodal Trajectory Representation Learning for Travel Time EstimationZhi Liu, Xuyuan Hu, Xiao Han 0004, Zhehao Dai, Zhaolin Deng, Guojiang Shen, Xiangjie Kong 0001. 3929-3940 [doi]
• STARK: Structure-Aware and Adaptive Representation Learning for Continual Knowledge Graph EmbeddingKyung-Hwan Lee, Dong-Wan Choi. 3941-3951 [doi]
• Large Language Model for OWL ProofsHui Yang, Jiaoyan Chen, Uli Sattler. 3952-3963 [doi]
• Unlearning of Knowledge Graph Embedding via Preference OptimizationJiajun Liu, Wenjun Ke, Peng Wang 0004, Yao He, Ziyu Shang, Guozheng Li, Zijie Xu 0003, Ke-ji. 3964-3973 [doi]
• Missingness-aware Federated Contrastive Learning on Semantic GraphsShuo Yu 0001, Zhuoyang Han, Guoqing Han, Tao Tang 0007, Feng Ding 0004, Qiang Zhang. 3974-3983 [doi]
• CASE: Conflict-assessed Knowledge-sensitive Neuron Tuning for Lifelong Model EditingZhange Zhang, Yuqing Ma, Yulong Wang, Tianbo Wang, Jiakai Wang, Simin Li, Xianglong Liu 0001. 3984-3995 [doi]
• ReaLM: Residual Quantization Bridges Knowledge Graph Embeddings and Large Language ModelsWenbin Guo, Xin Wang, Jiaoyan Chen, Lingbing Guo, Zhao Li, Zirui Chen. 3996-4007 [doi]
• Adaptive Multi-Interaction Web Semantic Graph RepresentationFeng Ding, Tingting Wang, Ruolin Li, Ying Jin, Junxiang Zhang, Shan Jin 0003, Yicong Li 0006, Xin Ye 0004. 4008-4017 [doi]
• Counterfactual Augmented Causal Reasoning for Aspect-Based Sentiment AnalysisYiming Wu, Liang Hu 0004, Mingzhu Zhou, Tangwei Ye, Xuejie Yang, Xun Yang, Zhongyuan Lai, Qi Zhang 0020, Usman Naseem. 4018-4027 [doi]
• Conditional Information Extraction with Diffusion Model on Fact-Condition Star GraphYunxiao Yang, Jianting Chen, Xiaoying Gao, Zaiyuan Di, Yang Xiang 0006. 4028-4037 [doi]
• RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based RecommendationJin Zeng, Yupeng Qi, Hui Li, Chengming Li, Ziyu Lyu, Lixin Cui, Lu Bai 0001. 4038-4046 [doi]
• Enhancing Multi-Modal Entity Alignment via Multi-Grained Decision FusionYu Xing, Qizhuo Xie, You Lv, Ziyang Zhou, Qianzi Hou, Qing Gu, Bin Chong, Tieke He. 4047-4056 [doi]
• S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question AnsweringRong Fu, Yemin Wang, Tianxiang Xu, Yongtai Liu, Weizhi Tang, Wangyu Wu, Xiaowen Ma, Simon Fong 0001. 4057-4068 [doi]
• Language Model Representations for Efficient Few-Shot Tabular ClassificationInwon Kang, Parikshit Ram, Yi Zhou 0015, Horst Samulowitz, Oshani Seneviratne. 4069-4080 [doi]
• Relation-Aware Multimodal Analogical Reasoning with Modality Fingerprints and Adaptive GatingRuofan Wang, Zijian Huang 0003, Qiqi Wang 0005, Yuchen Su, Robert Amor, Kaiqi Zhao 0001, Meng-Fen Chiang. 4081-4092 [doi]
• Harnessing LLM for Noise-Robust Cognitive Diagnosis in Web-Based Intelligent Education SystemsGuixian Zhang, Guan Yuan, Ziqi Xu 0001, Yanmei Zhang, Jing Ren 0001, Zhenyun Deng, Debo Cheng. 4093-4104 [doi]
• DTransKT: A Dual Transferable Knowledge Tracing Framework for Cross-Disciplinary Self-AdaptationKun Liang, Jiake Ge, Xin Wang, Yiying Zhang. 4105-4115 [doi]
• DRMD: Explainable Depression Detection Based on Metaphorical Conceptual MappingDongyu Zhang 0001, Wanqiu Liao, Weichen Hu, Hongfei Lin. 4116-4126 [doi]
• Spectral Disentanglement and Enhancement: A Dual-domain Contrastive Framework for Representation LearningJinjin Guo, Yexin Li, Zhichao Huang, Jun Fang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang. 4127-4136 [doi]
• Towards Meta-Cognitive Knowledge Editing for Multimodal LLMsZhaoyu Fan, Kaihang Pan, Mingze Zhou, Bosheng Qin, Juncheng Li 0006, Shengyu Zhang 0001, Wenqiao Zhang, Siliang Tang, Fei Wu 0001, Yueting Zhuang. 4137-4148 [doi]
• Verifiable Federated Representation Learning for Cross-domain Sequential RecommendationTao Tang 0007, Botao Liu, Ciyuan Peng, Ivan Lee 0001, Xiangjie Kong 0001. 4149-4159 [doi]
• Kleene Closure Property Path Query Optimization Based on Node Clustered IndexTenglong Ren, Lulu Yang, Xiaowang Zhang, Zhiyong Feng 0002. 4160-4171 [doi]
• How Human Experts Educate Specialized LLMs: Filling Knowledge Gaps in KG-Augmented Generation through Hallucination DetectionChaofan Li, Lixing Chen, Junhua Tang, Yang Bai 0010, Yutong Zhang 0003, Zhi Zheng, Pan Zhou 0001, Zhe Qu. 4172-4183 [doi]
• AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and ProgressZhiheng Xi, Chenyang Liao, Guanyu Li, Zhihao Zhang, Wenxiang Chen, Binghai Wang, Senjie Jin, Yuhao Zhou 0005, Jian Guan 0002, Wei Wu 0014, Tao Ji, Tao Gui, Qi Zhang 0001, Xuanjing Huang 0001. 4184-4195 [doi]
• A Simplex Approach to Synthetic Knowledge Graph GenerationAna Alexandra Morim da Silva, Atul Bhopalsing Pundir, Michael Röder, Axel-Cyrille Ngonga Ngomo. 4196-4207 [doi]
• Detecting Miscitation on the Scholarly Web through LLM-Augmented Text-Rich Graph LearningHuidong Wu, Haojia Xiang, Jingtong Gao, Xiangyu Zhao 0001, Dengsheng Wu, Jianping Li 0001. 4208-4219 [doi]
• MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model ReasoningXingyu Tan, Xiaoyang Wang 0002, Qing Liu 0001, Xiwei Xu 0001, Xin Yuan 0004, Liming Zhu 0001, Wenjie Zhang 0001. 4220-4231 [doi]
• DyMRL: Dynamic Multispace Representation Learning for Multimodal Event Forecasting in Knowledge GraphFeng Zhao 0003, Kangzheng Liu, Teng Peng, Yu Yang 0012, Guandong Xu. 4232-4243 [doi]
• Empowering LLMs for Structure-Based Drug Design via Exploration-Augmented Latent InferenceXuanning Hu, Anchen Li, Qianli Xing 0002, Jinglong Ji, Hao Tuo, Bo Yang 0002. 4244-4255 [doi]
• PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented GenerationXiangjun Zai, Xingyu Tan, Xiaoyang Wang 0002, Qing Liu 0001, Xiwei Xu 0001, Wenjie Zhang 0001. 4256-4267 [doi]
• A Unified and Time-Efficient Multi-Agent Framework for Data DiscoveryYunhao Xiao, Ying Wang, Michael Bewong, Selasi Kwashie, Xiaoxia Li, Zaiwen Feng. 4268-4277 [doi]
• Expectation-Guided Self-Verification for Aligning Large Reasoning Models with Domain KnowledgeHan Zhang, Chen Zhao, Shasha Wang, Gang Chen, Chenghong Zhang. 4278-4289 [doi]
• KG-BiLM: Knowledge Graph Embedding via Bidirectional Language ModelsZirui Chen, Xin Wang, Zhao Li, Wenbin Guo, Dongxiao He, Yanbing Li, Wushour Silamu. 4290-4301 [doi]
• Incentivizing Agentic Reasoning Capability with Outcome Supervision for Knowledge Base Question AnsweringZhuo Chen, Fei Wang 0014, Zixuan Li, Zhao Zhang, Weiwei Ding, Chuanguang Yang, Yongjun Xu 0001, Xiaolong Jin 0001. 4302-4313 [doi]
• A Unified Framework for Rule Learning: Integrating Commonsense Knowledge from LLMs with Structured Knowledge from Knowledge GraphsQirui Hao, Kewei Cheng, Tongze Zhang, Hongyuan Liu, Junming Shao, Carl Yang 0001. 4314-4325 [doi]
• TaxoBell: Gaussian Box Embeddings for Self-Supervised Taxonomy ExpansionSahil Mishra, Srinitish Srinivasan, Srikanta Bedathur, Tanmoy Chakraborty 0002. 4326-4337 [doi]
• Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented GenerationHaoyue Bai 0002, Haoyu Wang, Shengyu Chen, Zhengzhang Chen, Lu-An Tang, Wei Cheng 0002, Yanjie Fu, Haifeng Chen. 4338-4349 [doi]
• MixRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringLihui Liu, Jiayuan Ding, Subhabrata Mukherjee, Carl Yang 0001. 4350-4359 [doi]
• AdaQE-CG: Adaptive Query Expansion for Web-Scale Generative AI Model and Data Card GenerationHaoxuan Zhang, Ruochi Li, Zhenni Liang, Mehri Sattari, Phat Vo, Collin Qu, Ting Xiao, Junhua Ding 0001, Yang Zhang, Haihua Chen. 4360-4371 [doi]
• Learning to Evolve: Bayesian-Guided Continual Knowledge Graph EmbeddingLinYu Li 0001, Zhi Jin 0001, Yuanpeng He, Dongming Jin, Yichi Zhang 0009, Haoran Duan 0002, Xuan Zhang 0002, Zhengwei Tao, Tashi Nyima. 4372-4383 [doi]
• Dual-View Hypercube Alignment Framework for Open-World Entity TypingHu Chen, Yu Zhu, Wei Shen 0004. 4384-4395 [doi]
• WiNELL: Wikipedia Never-Ending Updating with LLM AgentsRevanth Gangi Reddy, Tanay Dixit, Jiaxin Qin, Cheng Qian 0008, Daniel Lee, Jiawei Han, Kevin Small, Xing Fan, Ruhi Sarikaya, Heng Ji. 4396-4406 [doi]
• Counterfactual Meta-task Augmentation for Few-shot Graph Node ClassificationZhiqiang Wang, Jiaxin Zhang, Chenchao Zhang, Shiying Cheng, Jianqing Liang, Peng Song. 4407-4417 [doi]
• Node Role-Guided LLMs for Dynamic Graph ClusteringDongyuan Li, Ying Zhang 0065, Yaozu Wu, Renhe Jiang. 4418-4428 [doi]
• Towards Foundation Models for MMKG: Multi-Task Inductive Generalization via Task-Aware RoutingShundong Yang, Jing Yang, Xiaowen Jiang, Xiaofen Wang, Laurence T. Yang, Yuan Gao, Xinfa Jiang, Jie Chen, Chaojun Zhang. 4429-4439 [doi]
• Knowledge-Enhanced Multimodal Fake News Detection: Semantic Visual and Priority FusionQin Zhang, Jiaying Liu 0006, Qian Tao, Zhiwei Guo, Qiyue Zhong, Yifan Zhang, Ziyan Huang. 4440-4449 [doi]
• BLEND: Balanced and Leaf-Enhanced Dual Fine-Tuning for Taxonomy CompletionPankaj, Dhruv Kumar 0001, Vinayak Abrol, Vikram Goyal. 4450-4459 [doi]
• Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge RetrievalRuiyi Yang, Hao Xue 0001, Imran Razzak, Flora D. Salim. 4460-4471 [doi]
• Many Hands Make Light Work: Group-based Information Diffusion Prediction over Long-Context CascadesZihan Feng 0001, Yajun Yang, Xin Huang, Xin Wang, Hong Gao, Qinghua Hu. 4472-4481 [doi]
• Collusion-Aware Set-level Learning Framework for Detecting Spamming ActivitiesYuli Liu. 4482-4492 [doi]
• The Devil Within, The Cure Without: Securing Locally Private Graph Learning under PoisoningLongzhu He, Peng Tang 0002, Li Sun 0008, Sen Su. 4493-4504 [doi]
• Open or Blocked Skies? Community Moderation Practices in BlueskySaidu Sokoto, Leonhard Balduf, Onur Ascigil, Gareth Tyson, Ignacio Castro, Björn Scheuermann 0001, Andrea Baronchelli, Michal Król. 4505-4516 [doi]
• H-NeiFi: Non-Invasive and Consensus-Efficient Multi-Agent Opinion GuidanceShijun Guo, Haoran Xu, Yaming Yang 0002, Ziyu Guan, Wei Zhao 0019, Xinyi Zhang, Yishan Song. 4517-4528 [doi]
• Effective and Unsupervised Social Event Detection and Evolution via RAG and Structural EntropyQitong Liu, Hao Peng 0001, Zuchen Li, Xihang Meng, Ziyu Yang, Jiting Li, Li Sun 0008, Philip S. Yu. 4529-4540 [doi]
• FairGE: Fairness-Aware Graph Encoding in Incomplete Social NetworksRenqiang Luo, Huafei Huang 0001, Tao Tang 0007, Jing Ren 0001, Ziqi Xu 0001, Mingliang Hou, Enyan Dai, Feng Xia 0001. 4541-4552 [doi]
• Explaining Synergistic Effects in Social RecommendationsYicong Li 0006, Shan Jin 0003, Qi Liu, Shuo Wang 0040, Jiaying Liu 0006, Shuo Yu 0001, Qiang Zhang, Kuanjiu Zhou, Feng Xia 0001. 4553-4564 [doi]
• Graph Adversarial Defense via Hilbert-Schmidt Independence Criterion against Influence Maximization AttacksYuxing Guo, Jianqing Liang, Kaixuan Yao, Zhihao Guo, Jiye Liang. 4565-4576 [doi]
• Multi-task Inference of Diffusion NetworksTing Gan, Kudereti Kuerban, Qian Yan 0001, Ling Han, Zhigao Zheng, Hao Huang 0001. 4577-4586 [doi]
• Social Event Prediction via Fourier Graph LearningMingjie Qiu, Zhiyi Tan 0002, Bing-Kun Bao. 4587-4598 [doi]
• Towards Rare Social Event Prediction via Mediator LearningMingjie Qiu, Zhiyi Tan 0002, Bing-Kun Bao. 4599-4610 [doi]
• Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion PropagationYulong Li, Zhixiang Lu, Peixin Guo, Simin Lai, Yuxuan Zhang, Haochen Xue, Xiwei Liu, Yichen Li, Zhaodong Wu, Feilong Tang, Mian Zhou, Chong Li, Imran Razzak, Qingxia Li, Jionglong Su. 4611-4622 [doi]
• FS_GPlib: Breaking the Web-Scale Barrier - A Unified Acceleration Framework for Graph Propagation ModelsChang Guo, Juyuan Zhang, Chang Su, Tianlong Fan, Linyuan Lü. 4623-4634 [doi]
• Beyond Words: Enhancing Desire, Emotion, and Sentiment Recognition with Non-Verbal CuesWei Chen, Tongguan Wang, Feiyue Xue, Junkai Li, Hui Liu, Ying Sha. 4635-4646 [doi]
• Pattern-aware Illicit Account Detection based on User Behavior SequencesZehao Wang, Lanjun Wang, Fuxia Guo, Yanjie Dong 0003. 4647-4658 [doi]
• Source Localization in Continuous-Time Propagation via Spectral ODE ModelingDongpeng Hou, Yuchen Wang, Giulio Cimini, Roberto Benzi, Huixiang Zhang, Zhen Wang, Chao Gao 0001. 4659-4667 [doi]
• TFWaveFormer: Temporal-Frequency Collaborative Multi-level Wavelet Transformer for Dynamic Link PredictionHantong Feng, Yonggang Wu, Duxin Chen, Wenwu Yu. 4668-4679 [doi]
• CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational GraphsYu Xiao, Haolong Xiang, Xiaolong Xu 0001, Lianyong Qi, Xuyun Zhang, Wei Fan 0010, Wanchun Dou. 4680-4688 [doi]
• k-Center Clustering on Massive Social Network Data StreamsLongkun Guo, Chaoqi Jia, Chao Chen 0015. 4689-4700 [doi]
• How Social Media Peer Comments Influence Privacy Decisions in Photo Sharing: Context and Individual Differences Cause Comments to BackfireTangila Islam Tanni, Renita Washburn, Yan Solihin, Mary Jean Amon. 4701-4712 [doi]
• Unmasking Bots in Higher Dimensions: Message Passing over Simplexes for Bot DetectionFangfang Li 0004, HuiHui Zhang, Xin Zhang, Wei Wu. 4713-4721 [doi]
• Unicoon: Hypergraph-based Multi-Agent Simulation of Information CocoonsChunyu Wei, Yongsiqi Tu, Yunhai Wang. 4722-4733 [doi]
• Prism: Towards Lowering User Cognitive Load in LLMs via Complex Intent UnderstandingZenghua Liao, Jinzhi Liao, Xiang Zhao 0002. 4734-4745 [doi]
• TGSBM: Transformer-Guided Stochastic Block Model for Link PredictionZhejian Yang, Songwei Zhao, Zilin Zhao, Hechang Chen. 4746-4757 [doi]
• LAPS: A Lightweight Privilege-Allocation Prompting Framework for Source LocalizationHengrui Cui, Yang Fang 0001, Yuehang Cao, Xiang Zhao 0002. 4758-4768 [doi]
• ContiGuard: A Framework for Continual Toxicity Detection Against Evolving Evasive PerturbationsHankun Kang, Xin Miao, Jianhao Chen 0003, Jintao Wen, Mayi Xu, Weiyu Zhang 0001, Wenpeng Lu, Tieyun Qian. 4769-4780 [doi]
• PolicySim: An LLM-Based Agent Social Simulation Sandbox for Proactive Policy OptimizationRenhong Huang, Ning Tang, Jiarong Xu, Yuxuan Cao, Qingqian Tu, Sheng Guo, Bo Zheng, Huiyuan Liu, Yang Yang 0009. 4781-4792 [doi]
• Securing Your Place in the Review Network: A Dynamic Embeddedness-aware Graph Neural Network for Restaurant Survival PredictionYilong Zang, Hengyun Li, Bruce X. B. Yu, Liangfei Qiu. 4793-4804 [doi]
• Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information OperationsGian Marco Orlando, Jinyi Ye, Valerio La Gatta, Mahdi Saeedi, Vincenzo Moscato, Emilio Ferrara, Luca Luceri. 4805-4816 [doi]
• From Social Media to Psychological Scale: An Adaptive Framework with Two-Hop Retrieval for Depression ScreeningYangyang Xu, Jinpeng Hu, Peipei Song, Zhangling Duan, Xun Yang 0001. 4817-4828 [doi]
• Playing Close to the Vest: Competitive Information Propagation in Partially Observed Dual-Population Mean-Field GamesDun Tan, Lixing Chen, Bo Zhang, Hongfu Liu, Hao Peng, Shenghong Li 0001, Yang Bai, Pan Zhou 0001. 4829-4840 [doi]
• Fairness in Opinion-Formation DynamicsNikos Theologis, Evaggelia Pitoura, Evimaria Terzi, Panayiotis Tsaparas. 4841-4852 [doi]
• LLM-Driven Semantic ID for Information Diffusion PredictionHaoshuang Liu, Zihan Feng 0001, Yajun Yang, Xin Wang, Hong Gao, Qinghua Hu. 4853-4861 [doi]
• SoftHateBench: Evaluating Moderation Models Against Reasoning-Driven, Policy-Compliant HostilityXuanyu Su, Diana Inkpen, Nathalie Japkowicz. 4862-4873 [doi]
• Tracing Belief-Driven Thoughts with Theory-of-Mind Agents: An Opinion Analysis FrameworkJintao Wen, Yunfeng Ning, Hankun Kang, Xin Miao, Tieyun Qian. 4874-4885 [doi]
• DREAMS: A Social Exchange Theory-Informed Modeling of Misinformation Engagement on Social MediaLin Tian, Marian-Andrei Rizoiu. 4886-4897 [doi]
• Cross-Platform Narrative Prediction: Leveraging Platform-Invariant Discourse NetworksPatrick Gerard, Luca Luceri, Leonardo Blas, Emilio Ferrara. 4898-4909 [doi]
• They Said Memes Were Harmless - We Found the Ones That Hurt: Decoding Jokes, Symbols, and Cultural ReferencesSahil Tripathi, Gautam Siddharth Kashyap, Mehwish Nasim, Jian Yang 0001, Jiechao Gao, Usman Naseem. 4910-4918 [doi]
• Relational Database Distillation: From Structured Tables to Condensed Graph DataXinyi Gao 0001, Jingxi Zhang, Lijian Chen, Tong Chen 0005, LiZhen Cui, Hongzhi Yin. 4919-4928 [doi]
• LLMs Killed Q&A Stars? Analyzing the Impact of LLM-Generated Answers on an Online Q&A PlatformDongwon Shin, Sooel Son. 4929-4939 [doi]
• DynaFLUX: Implicit Dynamics-Preserving Reinforcement Learning for Topology-Free Influence MaximizationDaiyunke Zhang, Ting Deng, Tianchen Zhu, Shuai Ma, Daqing Li, Mingtian Peng, Feng Tian. 4940-4951 [doi]
• Smaller but Better: Plasticity-Preserving Continual Learning for Embedded AIChenxin Mao, Haibo Liu, Zhenzhe Zheng 0001, Fan Wu, Guihai Chen. 4952-4961 [doi]
• Cross-city Time Series Forecasting with Retrieval-Augmented Large Language ModelsYue Jiang 0005, Chenxi Liu 0003, Yile Chen 0001, Qin Chao, Shuai Liu 0018, Cheng Long 0001, Gao Cong. 4962-4973 [doi]
• FedBridge: Accelerating Edge-Assisted Federated Learning for Model-Heterogeneous ClientsKaibin Wang, Qiang He 0001, Zeqian Dong, Ziteng Wei, Caslon Chua, Feifei Chen 0001, Hai Jin 0001, Yun Yang 0001. 4974-4985 [doi]
• Beyond Single view Decoding: Dual-view Map Inference from Trajectories via Primal-Dual Graphs Co-generationWenyu Wu, Jiafan Liu, Jiali Mao. 4986-4997 [doi]
• Glasses: Enabling Fast Environment-aware Few-Shot Learning via Device-Cloud CollaborationQiang He, Sheng Zhong, Jiazhen Yang, Feifei Chen 0001, Hai Jin 0001, Yun Yang 0001. 4998-5009 [doi]
• Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators ForecastingMohan Gao, Zhemeng Yu, Yang Luo 0004, Lintao Ma, Yinbo Sun, Yuchen Fang, Xiaofeng Gao 0001. 5010-5020 [doi]
• Task-Aware Cloud-End Offloading for Vision-Language Model Serving via Dynamic Modality-Specific Adapter SchedulingZian Wang, Ziyi Wang, Jie Xing, Yaya Wei, Ziyan Zhong, Lanshan Zhang. 5021-5030 [doi]
• SkyCL: Swift Continuous Learning with Kinship-Awareness for Multi-Drone Video Analytics under Drastic DriftYuanzheng Tan, Qing Li, Jiaqi Cui, Junkun Peng, Gareth Tyson, Zhenhui Yuan, Tingting Yang, Yong Jiang. 5031-5039 [doi]
• ST-LEGO: Large Language Models as Modular Architects for Traffic PredictionShuhao Li 0001, Weidong Yang 0001, Yue Cui 0001, Lipeng Ma, Yixuan Li, Chaoteng Wu, Lu Qin, Fan Zhang 0036. 5040-5051 [doi]
• Meteor: High-Performance Control Message Delivery for Large-Scale CloudsGongming Zhao, Baoqing Wang, Min Chen 0033, Hongli Xu 0001, Jiawei Liu, Xuwei Yang, Liguang Xie, Yongqiang Yang, Ying Xiong. 5052-5062 [doi]
• MASI: Memory-Adaptive Inference Framework for Spiking Neural Networks on Edge DevicesDi Yu 0001, Helin Zheng, Changze Lv, Xin Du 0002, Linshan Jiang, Xiang Liu 0017, Gang Pan 0001, ShuiGuang Deng. 5063-5074 [doi]
• FedRGL: Federated Riemannian Graph Learning in Mixed-Curvature Spaces with Ricci-Gated ConvolutionHaizhou Du, Haolin Wu, Zijie Zhu, Zicheng Shi. 5075-5086 [doi]
• FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-TuningGuochen Yan, Luyuan Xie, Qingni Shen, Yuejian Fang, Zhonghai Wu. 5087-5098 [doi]
• Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model ArchitecturesYicheng Zhang, Zhen Qin 0004, Zhaomin Wu, Jian Hou, ShuiGuang Deng. 5099-5110 [doi]
• MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-ExpertsZeyi Lu, Xiaoxiao Ma, Yujun Huang, Minxiao Chen, Bin Chen 0011, Shu-Tao Xia. 5111-5119 [doi]
• TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web ApplicationsTong Zhou, Xin Peng 0001, Jie Zhang, Chaofeng Sha, Chenxi Zhang 0003, Zicheng Yuan, Senyu Xie. 5120-5131 [doi]
• TimeMar: Multi-Scale Autoregressive Modeling for Unconditional Time Series GenerationXiangyu Xu, Qingsong Zhong, Jilin Hu. 5132-5143 [doi]
• Broken Promise: Differential Analysis of Functional Discrepancies Between WebAssembly and Native BinariesXiao Wu, Alan Romano, Liyan Huang, Qiwen Yan, Cai Fu, Weihang Wang 0001. 5144-5154 [doi]
• Self-Speculative Decoding for On-device MoE AccelerationPeirong Zheng, Wenchao Xu 0001, Haozhao Wang. 5155-5164 [doi]
• Investigating Web Content Delivery Performance over StarlinkRohan Bose, Jinwei Zhao, Tanya Shreedhar, Jianping Pan, Nitinder Mohan. 5165-5176 [doi]
• Augmenting Cross-View Geo-Localization with Spatial Semantics from Vision Foundation ModelsJi Shen, Lixing Chen, Yang Bai, Zhongqi Miao, Zhe Qu, Pan Zhou 0001, Jianhua Li 0001. 5177-5188 [doi]
• HeteroSim: Towards High-Fidelity Heterogeneous LLM Training Simulation on GPUsXiaofei Yue, Fangming Zhao, Fulun Ye, Jiongchi Yu, Zhaoxuan Li, Tingting Li 0004, Ziming Zhao 0008, Jianwei Yin. 5189-5197 [doi]
• Curiosity Driven Knowledge Retrieval for Mobile AgentsSijia Li, Xiaoyu Tan, Shahir Ali, Niels Schmidt, Gengchen Ma, Xihe Qiu. 5198-5209 [doi]
• EcoTune: Edge-Cloud Collaborative Model Adaptation for Budget-Constrained On-Device SLM PersonalizationGong Chen 0004, Mingkai Lin, Xiaobin Hong 0002, Wenzhong Li, Sanglu Lu. 5210-5220 [doi]
• Breath: Adaptive Protection Boundary in FEC Encoding for Mobile Real-Time Video StreamingShiyang Huang, Gerui Lv, Yuankang Zhao, Jiaxing Zhang, Qingyue Tan, Congkai An, Huanhuan Zhang, Xinyi Zhang, Qinghua Wu 0004, Zhenyu Li 0001. 5221-5230 [doi]
• Prototype Augmentation-based Edge-end Heterogeneous Collaborative LearningEnze Yu, Penghuan Cheng, Haipeng Dai 0001, Haihan Zhang, Sujin Hou, Meng Li 0010, Zhenzhe Zheng, Qiang He, Guihai Chen. 5231-5240 [doi]
• WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy HeterogeneityMengsha Kou, Xiaoyu Xia 0001, Ziqi Wang 0008, Ibrahim Khalil 0001, Ruikun Luo, Jingwen Zhou, Minhui Xue 0001. 5241-5252 [doi]
• Wiseswap: Elastic Datacenter Network-Aware Disaggregated Memory for Multi-Tenant CloudMingxuan Liu 0007, Jianhua Gu, Tianhai Zhao, Dong Sun. 5253-5262 [doi]
• Octopus: Vehicle-to-Road Collaborative Perception for Autonomous Driving with Closed-Loop FusionRuikun Luo, Jiadong Zhao, Peize Su, Jieming Yang, Jing Yang, Yuan Gao, Minhui Xue 0001, Xiaoyu Xia 0001. 5263-5274 [doi]
• Beyond Class Boundaries: Federated Visual Primitive Sharing with Text-Guided AdaptationYongqiang Huang 0003, Yingyu Chen, Tao Wang 0167, Zexin Lu, Zerui Shao, Beibei Li 0002, Yi Zhang 0018. 5275-5285 [doi]
• ViTs: Teaching Machines to See Time Series Anomalies Like Human ExpertsZexin Wang, Changhua Pei, Yang Liu, Hengyue Jiang, Quan Zhou, Haotian Si, Hang Cui 0004, Jianhui Li, Gaogang Xie, Jingjing Li, Dan Pei. 5286-5297 [doi]
• FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series ClassificationHaoran Shi, Junru Zhang, Cheng Peng, Xiaoli Tang, Longtao Huang, Han Yu 0001. 5298-5309 [doi]
• FSDI: Frequency-Shaped Diffusion For Time-Series ImputationWangmeng Shen, Hongfan Gao, Qingsong Zhong, Dingli Xu, Jilin Hu. 5310-5321 [doi]
• Automated Model Selection for Multivariate Time Series ForecastingXiaoxuan Fan, Jiaqi Sun, Xianjun Deng, Qiankun Zhang 0001, Wei Xiang, Shenghao Liu, Lingzhi Yi. 5322-5333 [doi]
• Energy-Efficient and Dequantization-Free Quantization of LLMs: A Spiking Neural Network Approach to Salient Value MitigationChenyu Wang 0004, Zhanglu Yan, Zhi Zhou 0006, Xu Chen 0004, Weng-Fai Wong. 5334-5345 [doi]
• RAFed: Responsive Augmentation and Approximate Update Method for Federated Learning with Non-IID DataYicheng Di, Zhanjie Zhang. 5346-5355 [doi]
• Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics AggregationZenghao Guan, Guojun Zhu, Yucan Zhou, Wu Liu 0005, Weiping Wang 0005, Jiebo Luo 0001, Xiaoyan Gu 0001. 5356-5367 [doi]
• HALO: Hierarchical Reinforcement Learning for Large-Scale Adaptive Traffic Signal ControlYaqiao Zhu 0001, Hongkai Wen 0001, Geyong Min, Man Luo 0001. 5368-5379 [doi]
• Starlink in the Wild: Multi-Perspective Measurements via DNSRuoxuan Xia, Bingyu Li, Zhenyu Chen, Pengyu Yuan, Yunjia Wang, Xiaofeng Zheng, Jingqiang Lin 0001. 5380-5391 [doi]
• Can Multimodal LLMs Perform Time Series Anomaly Detection?Xiongxiao Xu, Haoran Wang 0005, Yueqing Liang, Philip S. Yu, Yue Zhao 0016, Kai Shu. 5392-5403 [doi]
• LaTune: Lightweight and Adaptive Configuration Tuning for LLM Inference on Edge DevicesSiqi Zhong, Mugeng Liu, Haiyang Shen, Chongyang Pan, Yun Ma 0002. 5404-5414 [doi]
• FedAKD: Federated Adaptive Knowledge Distillation via Global Knowledge Calibration and DecouplingYingchao Wang, Wenqi Niu, Hanpo Hou. 5415-5426 [doi]
• EdgeGen: Efficient LLM-Empowered Model Generation with Quantization-Aware NASYingqi Peng, Wenhao Zhou, Kaijie Gong, Yang Liu, Yi Gao, Wei Dong. 5427-5438 [doi]
• AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban SensingXusen Guo, Mingxing Peng, Xixuan Hao, Xingchen Zou, Qiongyan Wang, Sijie Ruan, Yuxuan Liang. 5439-5450 [doi]
• 3: Multimodal Federated Learning with Dual-Path Mamba-Transformer for Metro Flow PredictionBingjie Wang, Chao Zhang, Wentao Li, Deyu Li 0001. 5451-5462 [doi]
• An LLM-Powered Cooperative Framework for Large-Scale Multi-Vehicle NavigationYuping Zhou, Siqi Lai, Jindong Han, Hao Liu 0026. 5463-5473 [doi]
• Alzo: Auto-Tuning with Reinforcement Learning for DAG-based BlockchainsQiuyu Ding, Rongkai Zhang 0005, Qinnan Zhang, Zhen Xiao, Jieyi Long, Mingchao Wan, Sen Liu, Jin Dong 0004. 5474-5483 [doi]
• TRACE: Trajectory Recovery with State Propagation Diffusion for Urban MobilityJinming Wang, Hai Wang 0019, Hongkai Wen 0001, Geyong Min, Man Luo 0001. 5484-5492 [doi]
• Concordia: Enabling Low-Conflict Distributed Transaction Scheduling in Sharding Blockchain via Cooperative PerceptionYanxiu Liu, Linpeng Jia, Xiaohu Yang, Zhongcheng Li, Yi Sun. 5493-5502 [doi]
• SecureSplit: Mitigating Backdoor Attacks in Split LearningZhihao Dou, Dongfei Cui, Weida Wang, Anjun Gao, Yueyang Quan, Mengyao Ma, Viet Vo, Guangdong Bai, Zhuqing Liu, Minghong Fang. 5503-5514 [doi]
• BeeQoS: A Cloud-Native QoS System for Adaptive and Scalable Multi-Priority Bandwidth GuaranteesJinyao Liu, Si Wu 0003, Haoyuan Ma, Chaoqun Li, Hongjing Yu, Dingyi Jia, Feng Li 0002, Pengfei Hu 0001. 5515-5524 [doi]
• Predictability-Aware Compression and Decompression Framework for Multichannel Time Series Data with Latent SeasonalityZiqi Liu, Pei Zeng 0002, Yi Ding. 5525-5536 [doi]
• Fate: Fasss sEsdge Inference of Mixture-of-Experts Models via Cross-Layer GateZhiyuan Fang, Xingfan Yu, Yuegui Huang, Zicong Hong, Yufeng Lyu, Wuhui Chen, Yue Yu 0001, Fan Yu. 5537-5546 [doi]
• BIND: Enabling Continuous Transaction Processing During Account Migration in Sharded BlockchainsJiahao Qi, Dian Ding, Jie Li 0002, Jiannong Cao 0001, Yi-Chao Chen 0001, Guangtao Xue, Shengyun Liu. 5547-5556 [doi]
• Camel: Frame-Level Bandwidth Estimation for Low-Latency Live Streaming under Video Bitrate UndershootingLiming Liu, Zhidong Jia, Li Jiang, Wei Zhang, Lan Xie, Feng Qian 0001, Leju Yan, Bing Yan, Qiang Ma, Zhou Sha, Wei Yang, Yixuan Ban, Xinggong Zhang. 5557-5567 [doi]
• Adaptive Model and Strategy Routing for Cost-Efficient LLM ServicesZhihong Pan 0006, Kai Zhang 0038, Yuze Zhao, Yupeng Han. 5568-5578 [doi]
• DualDis: A Dual Disentanglement Network for Vehicle Re-identificationWenying He, Feiyu Wang, Guangquan Xu, Yude Bai, Fei Guo 0001. 5579-5587 [doi]
• CoLOR-DP: Conjugate Low-Rank Differential Privacy for Structure-Aware LoRA Fine-TuningKai Zhang 0074, Yuxuan Xu, Wenxiang Lin, Chaoqun Hong, Pei-wei Tsai, Xin Yuan 0004, Minhui Xue 0001. 5588-5599 [doi]
• CA-PFL: Client-adaptive Parameter-efficient Fine-tuning for Personalized Federated LearningDaixin Song, Hui Cai, Haojie Zhang, Biyun Sheng, Jian Zhou 0009, Mang Ye, Fu Xiao 0001. 5600-5611 [doi]
• MetaKube: An Experience-Aware LLM Framework for Kubernetes Failure DiagnosisWei Sun, Ting Wang, Xinran Tian, Wanshun Lan, Xuhan Feng, Haoyue Li, Fangxin Wang 0001. 5612-5623 [doi]
• Amortized Predictability-aware Training Framework for Time Series Forecasting and ClassificationXu Zhang, Peng Wang, Yichen Li, Wei Wang. 5624-5635 [doi]
• SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series ForecastingXu Zhang, Qitong Wang, Peng Wang, Wei Wang. 5636-5647 [doi]
• FovRL: Joint Foveation and Quality Control for Immersive VR Streaming Using Reinforcement LearningYuk Hang Tsui, Ze Wu 0006, Ahmad Alhilal, Matti Siekkinen, Pan Hui 0001. 5648-5656 [doi]
• SuperEar: Eavesdropping on Mobile Voice Calls via Stealthy Acoustic MetamaterialsZhiyuan Ning 0003, Zhanyong Tang, Juan He 0007, Weizhi Meng 0001, Yuntian Chen, Jie Zhang 0028, Zheng Wang 0001. 5657-5666 [doi]
• A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge SystemsYuze Liu, Yunhan Wang, Tiehua Zhang, Zhishu Shen, Cheng Peng, Libing Wu, Feng Xia 0001, Jiong Jin. 5667-5675 [doi]
• FediScan: Collaborative Social Bot Detection in the FediverseMin Gao 0004, Wen Wen 0014, Haoran Du, Qiang Duan 0002, Yu Xiao 0001, Yupeng Li 0001, Xin Wang 0002, Pan Hui 0001, Yang Chen 0001. 5676-5685 [doi]
• FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained ClientsDezhong Yao 0002, Tongtong Liu 0006, Yuexin Shi, Zhiqiang Xu 0003. 5686-5697 [doi]
• ThinkRec: Thinking-based recommendation via LLMQihang Yu, Kairui Fu, Zheqi Lv, Shengyu Zhang 0001, Xinhui Wu, Chen Lin 0001, Feng Wei, Bo Zheng 0007, Fei Wu 0001. 5698-5709 [doi]
• Adaptive Graph Reweighting for Collaborative FilteringYijun Sheng, Ximing Chen 0002, Pui Ieng Lei, Yanyan Liu 0003, Zhiguo Gong. 5710-5721 [doi]
• Quantum-enhanced Representation Learning and Matching Learning for RecommendationAnchen Li, Elena Casiraghi. 5722-5730 [doi]
• SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating InformationWei Guan 0006, Jian Cao 0001, Qiqi Cai, Jianqi Gao 0001, Jinyu Cai, See-Kiong Ng. 5731-5740 [doi]
• Guiding Generative Recommender Systems with Structured Human Priors via Multi-head DecodingYunkai Zhang 0002, Qiang Zhang, Diji Yang, Ryan Lin, Ruizhong Qiu, Benyu Zhang, Hanchao Yu, Jason Liu, Yinglong Xia, Zhuokai Zhao, Lizhu Zhang, Xiangjun Fan, Zhuoran Yu, Abhishek Kumar, Zeyu Zheng. 5741-5752 [doi]
• Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMsXiaofei Zhu, Jinfei Chen, Feiyang Yuan, Zhou Yang 0012. 5753-5763 [doi]
• Generative Data Transformation: From Mixed to Unified DataJiaqing Zhang, Mingjia Yin, Hao Wang 0076, Yuxin Tian, Yuyang Ye 0002, Yawen Li 0001, Wei Guo 0006, Yong Liu 0020, Enhong Chen. 5764-5773 [doi]
• From Entity Reliability to Clean Feedback: An Entity-Aware Denoising Framework Beyond Interaction-Level SignalsZe Liu, Xianquan Wang, Shuochen Liu, Jie Ma, Huibo Xu, Yupeng Han, Kai Zhang 0038, Jun Zhou 0011. 5774-5785 [doi]
• Reinforcement Learning-Constrained Segmented User Modeling with Large Language Models for RecommendationYu Xia, Qing Tan, He Chen, Jingyu Chen, Qian Dong. 5786-5797 [doi]
• Thorki: Decoupling General and Personalized Knowledge with Collaborative Fusion for Personalized Federated LearningQiang He 0001, Rui Chen, Yicheng Liu, Sheng Zhong, Haipeng Dai 0001, Feifei Chen 0001, Hai Jin 0001, Yun Yang 0001. 5798-5809 [doi]
• ES-MemEval: Benchmarking Conversational Agents on Personalized Long-Term Emotional SupportTiantian Chen, Jiaqi Lu, Ying Shen, Lin Zhang. 5810-5821 [doi]
• Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question AnsweringAlireza Salemi, Cheng Li 0012, Mingyang Zhang 0001, Qiaozhu Mei, Zhuowan Li, Spurthi Amba Hombaiah, Weize Kong, Tao Chen 0008, Hamed Zamani, Michael Bendersky. 5822-5833 [doi]
• Large Language Models-Enhanced Semantic Diffusion for User-Centric RecommendationXian Mo, Yijun Hu, Jun Pang 0001. 5834-5842 [doi]
• Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational RecommendationPengfei Zhang, Guojia An, Jin Huang, Yuhan Yang, Yang Yang 0002, Jie Zou 0001. 5843-5852 [doi]
• DiffGRM: Diffusion-based Generative Recommendation ModelZhao Liu, Yichen Zhu, Yiqing Yang, Xiao Lv, Guoping Tang, Rui Huang 0009, Qiang Luo 0004, Ruiming Tang, Guorui Zhou. 5853-5864 [doi]
• IACLR: Intention Alignment via Contrastive Learning for Bipartite Graph RecommendationHuiying Hu, Tuo Wang, Yixiao Zhou, Xiaoqing Lyu. 5865-5874 [doi]
• FairFS: Addressing Deep Feature Selection Biases for Recommender SystemXianquan Wang, Zhaocheng Du, Jieming Zhu, Qinglin Jia, Zhenhua Dong, Kai Zhang 0038. 5875-5885 [doi]
• Tail-Aware Data Augmentation for Long-Tail Sequential RecommendationYizhou Dang, Zhifu Wei, Minhan Huang, Lianbo Ma, Jianzhe Zhao, Guibing Guo, Xingwei Wang 0001. 5886-5897 [doi]
• Lifelong Sequential Recommendation with Adaptive Subsequence Compression and Contextual FusionFei Li 0044, Xiaoming Liu, Jiayi Luo, Guibing Guo, Jianzhe Zhao, Xingwei Wang 0001. 5898-5907 [doi]
• Off-Policy Learning with Limited SupplyKoichi Tanaka, Ren Kishimoto, Bushun Kawagishi, Yusuke Narita, Yasuo Yamamoto, Nobuyuki Shimizu, Yuta Saito. 5908-5919 [doi]
• Multi-Task Multi-Behavior Sequential RecommendationWeihao Du, Ziran Deng, Weike Pan, Zhong Ming 0001. 5920-5929 [doi]
• 2CDR: Smoothing-Sharpening Process Model for Cross-Domain RecommendationXiaodong Li 0012, Juwei Yue, Xinghua Zhang 0001, Jiawei Sheng, Wenyuan Zhang 0002, Taoyu Su, Zefeng Zhang 0001, Tingwen Liu. 5930-5940 [doi]
• Multi-view Semantic Contrastive Alignment for Multimodal RecommendationJiuqiang Li, Hongjun Wang. 5941-5952 [doi]
• pFedDKS: Detached Knowledge Sharing for Personalized Federated LearningHaozhao Wang, Wenchao Xu 0001, Jingzhi Wang, Yunfeng Fan, Xiaoquan Yi, Rui Zhang 0003. 5953-5964 [doi]
• Adaptive Contrastive Learning in Sequential Recommendation based on Perturbation and Restoration NetworksYanbo Zhou, Bin Lü, Xu-Hua Yang 0001, Xin-Li Xu, Boling Wang. 5965-5974 [doi]
• Optimizing Multi-Turn Interactive Recommendation Agents via Generative Intrinsic MotivationXueyang Feng, Jiakai Tang, Xu Chen 0017, Quanyu Dai, Zhenhua Dong. 5975-5986 [doi]
• Unveiling and Simulating Short-Video Addiction Behaviors via Economic Addiction TheoryChen Xu 0010, Zhipeng Yi, Ruizi Wang, Wenjie Wang 0007, Jun Xu 0001, Maarten de Rijke. 5987-5997 [doi]
• HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential RecommendationJingyi Zhou, Cheng Chen, Kai Zuo, Manjie Xu, Zhendong Fu, Yibo Chen, Xu Tang 0007, Yao Hu 0002. 5998-6008 [doi]
• PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative FilteringDoyun Choi, Cheonwoo Lee, Biniyam Aschalew Tolera, Taewook Ham, Chanyoung Park, Jaemin Yoo. 6009-6020 [doi]
• PRISM: Personalized Recommendation via Information Synergy ModuleYutong Li, Xinyi Zhang, Peijie Sun, Letian Sha, Zhongxuan Han. 6021-6032 [doi]
• Learning on Adaptive Manifolds for Graph Collaborative FilteringGuangzhi Qi, GuoJun Liu, Qi Zhou. 6033-6044 [doi]
• Room Matters: Dynamic Room-level Collaboration Information Modeling for Live Streaming RecommendationKe Guo 0001, Changle Qu, Xiao Zhang 0034, Liqin Zhao, Shijun Wang, Yanan Niu, Jun Xu 0001. 6045-6056 [doi]
• ONE-PASS: Single Forward Pass Decoding for Listwise RerankingYingpeng Du, Zhu Sun 0001, Tianjun Wei, Jie Zhang 0002. 6057-6066 [doi]
• Personalized Learning Path Planning through Goal-Driven Learner State ModelingJoy Lim Jia Yin, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-li, Zhiyuan Liu 0001, Huiqin Liu, Lei Hou 0001, Juanzi Li, Bin Xu 0001. 6067-6078 [doi]
• Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal RecommendationSunwoo Kim 0006, Hyunjin Hwang, Kijung Shin. 6079-6090 [doi]
• Bridging Time and Domains: A Time-aware Framework for Cross-Domain Sequential RecommendationZemu Liu, Zhida Qin, Pengzhan Zhou, Tianyu Huang, Gangyi Ding. 6091-6102 [doi]
• Bridging Explicit and Implicit Intent: Unified Interest Generative Method for Joint Search-Recommendation ModelingDongliang Liao, Chenxing Wang 0001, Yawen Zeng. 6103-6113 [doi]
• CC-OR-Net: A Unified Framework for LTV Prediction through Structural DecouplingMingyu Zhao, Haoran Bai, Yu Tian, Bing Zhu, Hengliang Luo. 6114-6125 [doi]
• Dynamic Routing-Based Adaptive Multi-LLM Collaboration: A Unified Recommendation Framework with Decision Knowledge ComplementationJiale Huang, Yingyuan Xiao, Likang Wu, Xu Cheng 0003, Wenguang Zheng, Qingbo Hao, Ming He, Hongke Zhao. 6126-6136 [doi]
• KE-FedRS: Tackling Data Sparsity in Federated Recommendation via Knowledge EnhancementJiayu Bao, Hongjian Shi, Guanyu Zhang, Rui Zhou, Haozhao Wang, Yuan Liu 0021. 6137-6146 [doi]
• Long Story Short: Auditing U.S. Political Polarization in Recommendations for Long- vs. Short-form Videos on YouTubeShaokang Jiang, Arshia Arya, Seoyoung Kweon, Ivan Liang, Deepak Kumar, Kristen Vaccaro. 6147-6158 [doi]
• Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential RecommendationXiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao 0001. 6159-6170 [doi]
• From Prediction to Understanding: Leveraging Reasoning in Large Language Model-based RecommendationsZhi-Yuan Chen, Siyu Lu, Qiang Liu, Xingxing Wang, Yankai Lin 0001. 6171-6182 [doi]
• Generative Regression Based Watch Time Prediction for Short-Video RecommendationHongxu Ma 0001, Kai Tian 0001, Tao Zhang, Xuefeng Zhang, Han Zhou, Chenghou Jin, Chunjie Chen 0005, Han Li 0005, Jihong Guan, Shuigeng Zhou. 6183-6193 [doi]
• Line Graphs Are Here! Unlock a Simple Solution for Data Sparsity and Class Imbalance in Recommender SystemJunming Zhou, Hao Zhong 0007, Shupeng Li, Zhengyang Wu 0001, Yong Tang 0001, Ronghua Lin. 6194-6205 [doi]
• FeDecider: An LLM-Based Framework for Federated Cross-Domain RecommendationXinrui He, Ting-Wei Li, Tianxin Wei, Xuying Ning, Xinyu He 0003, Wenxuan Bao, Hanghang Tong, Jingrui He. 6206-6217 [doi]
• Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item RecommendationJianye Xie, Lianyong Qi, Weiming Liu 0005, Anqi Wang, Xiaolong Xu 0001, Haolong Xiang, Xuyun Zhang, Wenwen Gong, Yang Zhang 0095, Amin Beheshti, Wanchun Dou. 6218-6229 [doi]
• AgentDR: Dynamic Recommendation with Implicit Item-Item Relations via LLM-based AgentsMingdai Yang, Nurendra Choudhary, Jiangshu Du, Edward W. Huang, Philip S. Yu, Karthik Subbian, Danai Koutra. 6230-6241 [doi]
• ScotRec: Social Chain-of-Thought LLM Reasoning for RecommendationKaibei Li, Jie Zou 0001, Qika Lin, Weikang Guo, Qinyang He, Yang Yang 0002. 6242-6251 [doi]
• Modeling Cascaded Delay Feedback for Online Net Conversion Rate Prediction: Benchmark, Insights and SolutionsMingxuan Luo, Guipeng Xv, Sishuo Chen, Xinyu Li, Li Zhang, Zhangming Chan, Xiang-Rong Sheng, Han Zhu 0001, Jian Xu 0015, Bo Zheng 0007, Chen Lin 0001. 6252-6263 [doi]
• Temporal-Series-Aware Adaptive Positional Encoding for Transformer-based Sequential RecommendationRongbo Qi, Yaqi Zhang, Chunyao Song, Tingjian Ge. 6264-6275 [doi]
• MCRec: Few-Shot Multimodal Cover Recommendation via User Interest ProfilesWeixin Zheng, Chunyao Song, Tingjian Ge. 6276-6287 [doi]
• Diversity-Augmented Negative Sampling for Implicit Collaborative FilteringYueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan. 6288-6298 [doi]
• Delayed Feedback Modeling for Post-Click Gross Merchandise Volume Prediction: Benchmark, Insights and ApproachesXinyu Li, Sishuo Chen, Guipeng Xv, Li Zhang, Mingxuan Luo, Zhangming Chan, Xiang-Rong Sheng, Han Zhu 0001, Jian Xu 0015, Chen Lin 0001. 6299-6308 [doi]
• AlphaFree: Recommendation Free from Users, IDs, and GNNsMinseo Jeon, Junwoo Jung, Daewon Gwak, Jinhong Jung. 6309-6320 [doi]
• Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based RecommendationJinpeng Chen 0001, Jianxiang He, Yuan Cao 0003, Huan Li 0003, Zhenye Yang, Kaimin Wei, Xiongnan Jin, Senzhang Wang, Weiping Tu. 6321-6330 [doi]
• R2NS: Recall and Re-ranking of Negative Samples for Sequential RecommendationYuanzi Li, Xuri Ge, Jingyu Zhao, Yidan Wang, Jiyuan Yang, Zhumin Chen, Zhaochun Ren, Xin Xin 0003. 6331-6341 [doi]
• WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model MergingMin Hou 0004, Xin Liu, Le Wu, Chenyi He, Hao Liu 0078, Zhi Li 0057, Xin Li 0064, Si Wei. 6342-6353 [doi]
• Drifting with Intent: Generative Interest Trajectories for Multimodal Web RecommendationWeilin Zhou, Hao Zhang, Guangxin Wu. 6354-6364 [doi]
• Field Matters: A Lightweight LLM-enhanced Method for CTR PredictionYu Cui, Feng Liu 0047, Jiawei Chen 0007, Xingyu Lou, Changwang Zhang, Jun Wang 0020, Yuegang Sun, Xiaohu Yang 0001, Can Wang 0001. 6365-6376 [doi]
• Retracing and Restoring: Chronological Context Preservation for Effective Dynamic RecommendationMin-Jeong Kim, Jiwon Son 0001, Yeon-Chang Lee, Sang-Wook Kim. 6377-6388 [doi]
• BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential RecommendationsMengyang Ma, Xiaopeng Li 0014, Wanyu Wang, Zhaocheng Du, Jingtong Gao, Pengyue Jia, Yuyang Ye 0002, Yiqi Wang 0001, Yunpeng Weng, Weihong Luo, Xiao Han 0004, Xiangyu Zhao 0001. 6389-6399 [doi]
• Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior RecommendationYuzhe Chen, Jie Cao 0001, Youquan Wang, Haicheng Tao, Darko B. Vukovic, Jia Wu 0001. 6400-6410 [doi]
• DynaMoLTV: A Cross-Game Dynamic Mixture Model with Weighted Sub-Distributions for Player Lifetime Value PredictionFuren Xu, Jie Zhang, Kai Jiang, Chengxiang Zhuo, Zang Li. 6411-6420 [doi]
• From Criteria to Ranking: Targeting-Aware Tripartite Graph Learning for Multi-Criteria RecommendationZhenhua Meng, Fanshen Meng. 6421-6432 [doi]
• SAGE: Global Semantic Alignment with LLMs for Long-Tail Sequential RecommendationMaolin Wang 0001, Tongshu Bian, Ziyan Wang, Xiaotong Jiang, Binhao Wang 0001, Derong Xu, Wanyu Wang, Ruocheng Guo, Xiangyu Zhao 0001. 6433-6444 [doi]
• RaDAR: Relation-aware Diffusion-Asymmetric Graph Contrastive Learning for RecommendationYixuan Huang, Jiawei Chen, Shengfan Zhang, Zongsheng Cao. 6445-6456 [doi]
• TargetMR: Learning Modality Target for Multimodal RecommendationGu Tang, Jinghe Wang, Jiang Bo, Ze Zhao, Jianping Zhou 0004, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou. 6457-6468 [doi]
• Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence RecommendationXiao Lin 0016, Zhicheng Tang, Weilin Cong, Mengyue Hang, Kai Wang, Yajuan Wang, Zhichen Zeng 0001, Ting-Wei Li, Hyunsik Yoo, Zhining Liu 0002, Xuying Ning, Ruizhong Qiu, Wen-Yen Chen, Shuo Chang, Rong Jin 0001, Huayu Li, Hanghang Tong. 6469-6480 [doi]
• MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior RecommendationRanxu Zhang, Junjie Meng, Ying Sun 0006, Ziqi Xu 0001, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang 0086. 6481-6492 [doi]
• Adaptive Location Hierarchy Learning for Long-Tailed Mobility PredictionYu Wang 0176, Junshu Dai, Yuchen Ying, Hanyang Yuan, Zunlei Feng, Tongya Zheng, Mingli Song. 6493-6504 [doi]
• Scaling Collaborative Filtering with Multimodal Contrastive Fine-tuningLiwei Jin, Dan Luo 0004, Lixin Zou, Chenliang Li 0005, Xiangyang Luo 0001, Xixun Lin, Liming Dong 0002, Yifan Zhang. 6505-6516 [doi]
• Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive ModelingYuanhao Liu, Zihan Zhou, Kaiying Wu, Shuo Liu 0017, Yiyang Huang, Jiajun Guo, Aimin Zhou, Hong Qian. 6517-6528 [doi]
• Spattack: Subgroup Poisoning Attacks on Federated Recommender SystemsBo Yan 0005, Yurong Hao, Dingqi Liu, Huabin Sun, Pengpeng Qiao, Wei Yang Bryan Lim, Yang Cao 0011, Chuan Shi 0001. 6529-6540 [doi]
• C-HyPOD: Causal Hyperbolic Representation Learning with Prototype Orthogonal Disentanglement for Graph Out-of-Distribution RecommendationJiahao Liang 0001, Yutian Xiao, Haoran Yang 0001, Zhiwen Yu 0002, Jia-Nan Liu, Kaixiang Yang. 6541-6550 [doi]
• Towards Context-aware Reasoning-enhanced Generative Searching in E-commerceZhiding Liu, Ben Chen 0004, Mingyue Cheng 0004, Enhong Chen, Li Li 0110, Chenyi Lei, Wenwu Ou, Han Li 0005, Kun Gai. 6551-6561 [doi]
• Quantifying User Coherence: A Unified Framework for Analyzing Recommender Systems Across DomainsMichaël Soumm, Alexandre Fournier-Montgieux, Adrian Popescu 0001, Bertrand Delezoide. 6562-6573 [doi]
• FCRLLM: Aligning LLM with Collaborative Filtering for Long-tailed Sequential RecommendationByungmoon Heo, Namjun Lee, Seonah Kim, Jaekwang Kim 0001. 6574-6585 [doi]
• ONeRec: Towards Openness-Aware and Adaptive Proactive News RecommendationJie Li, Zhen Cui, Linmei Hu. 6586-6596 [doi]
• Multimodal-enhanced Federated Recommendation: A Group-wise Fusion ApproachChunxu Zhang, Weipeng Zhang, Guodong Long, Zhiheng Xue, Riting Xia, Bo Yang 0002. 6597-6608 [doi]
• Learning Evolving Preferences: A Federated Continual Framework for User-Centric RecommendationChunxu Zhang, Zhiheng Xue, Guodong Long, Weipeng Zhang, Bo Yang 0002. 6609-6620 [doi]
• Sharpness-Consistent Cross-Domain Recommendation for Cold-Start ItemsKe Fei, Jingjing Li 0001, Zhekai Du, Hongbo Chen. 6621-6629 [doi]
• Sharpness-Aware Minimization for Generalized Embedding Learning in Federated RecommendationFengyuan Yu, Xiaohua Feng 0002, Yuyuan Li 0001, Changwang Zhang, Jun Wang 0020, Chaochao Chen 0001. 6630-6641 [doi]
• Generative Archetype-Grounded Item Representations for Sequential RecommendationYifan Li, Jiahong Liu 0001, Xinni Zhang, Hao Chen 0193, Yankai Chen 0001, Wenhao Yu, Jianting Chen, Irwin King. 6642-6653 [doi]
• Dynamic Experts Synergy for Multi-Task RecommendationHaotian Wu, Yingpeng Du, Zhu Sun 0001, Jie Zhang 0002, Puay Siew Tan. 6654-6665 [doi]
• Talos: Optimizing Top-K Accuracy in Recommender SystemsShengjia Zhang, Weiqin Yang 0002, Jiawei Chen 0007, Peng Wu 0012, Yuegang Sun, Gang Wang 0055, Qihao Shi, Can Wang 0001. 6666-6677 [doi]
• Causality Enhancement for Cross-Domain RecommendationZhibo Wu, Yunfan Wu, Lin Jiang, Ping Yang, Yao Hu 0002. 6678-6687 [doi]
• Does LLM Focus on the Right Words? Mitigating Context Bias in LLM-based RecommendersBohao Wang, Jiawei Chen 0007, Feng Liu 0047, Changwang Zhang, Jun Wang 0020, Canghong Jin, Chun Chen 0001, Can Wang 0001. 6688-6699 [doi]
• From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention MechanismXiaokun Zhang 0001, Bowei He, Jiamin Chen, Ziqiang Cui, Chen Ma 0001. 6700-6708 [doi]
• GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR PredictionKesha Ou, Zhen Tian 0001, Wayne Xin Zhao, Hongyu Lu, Ji-Rong Wen. 6709-6718 [doi]
• Following the TRAIL: Predicting and Explaining Tomorrow's Hits with a Fine-Tuned LLMYinan Zhang 0002, Zhixi Chen, Jiazheng Jing, Zhiqi Shen 0001. 6719-6730 [doi]
• RMBRec: Robust Multi-Behavior Recommendation towards Target BehaviorsMiaomiao Cai 0001, Zhijie Zhang, Junfeng Fang, Zhiyong Cheng 0001, Xiang Wang 0010, Meng Wang 0001. 6731-6742 [doi]
• Prototype-Aligned Federated Soft-Prompts for Continual Web PersonalizationCanran Xiao, Liwei Hou. 6743-6754 [doi]
• Modeling Stage-wise Evolution of User Interests for News RecommendationZhiyong Cheng 0001, Yike Jin, Zhijie Zhang, Huilin Chen 0002, Zhangling Duan, Meng Wang 0001. 6755-6764 [doi]
• QDDR: Quality-Driven Intent Disentanglement with Dual-Path Modeling for RecommendationNengjun Zhu, Yixun Lu, Qi Zhang 0020. 6765-6773 [doi]
• IMPerSumm: Information-Modulated User Preference Modeling for Personalized Text SummarizationParthiv Chatterjee, Dhara Jhaveri, Sourish Dasgupta, Tanmoy Chakraborty 0002. 6774-6785 [doi]
• CCL-Diff: Representation-Consistent Diffusion with Intrinsic Contrastive Learning for Recommender SystemsLingyan Zhang, Wanyu Ling, Shuwen Daizhou, Li Kuang, Kehua Guo. 6786-6794 [doi]
• SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential RecommendationChunxu Zhang, Shanqiang Huang, Zijian Zhang 0009, Jiahong Liu 0001, Linsong Yu, Ruiqi Wan, Bo Yang 0002, Irwin King. 6795-6806 [doi]
• Exploration Sizing via Model-Predictive ControlEthan Che, Hakan Ceylan, James McInerney, Nathan Kallus. 6807-6817 [doi]
• Post-hoc Popularity Bias Correction in GNN-based Collaborative FilteringMd Aminul Islam, Elena Zheleva, Ren Wang. 6818-6829 [doi]
• Identifying and Upweighting Power-Niche Users to Mitigate Popularity Bias in RecommendationsDavid Liu 0006, Erik Weis, Moritz Laber, Tina Eliassi-Rad, Brennan Klein. 6830-6840 [doi]
• Efficient Content-based Recommendation Model Training via Noise-aware Coreset SelectionHung Vinh Tran, Tong Chen 0005, Hechuan Wen, Quoc Viet Hung Nguyen, Bin Cui 0001, Hongzhi Yin. 6841-6852 [doi]
• DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender AgentsShiyi Yang 0001, Zhibo Hu, Xinshu Li 0001, Chen Wang 0008, Tong Yu 0001, Xiwei Xu 0001, Liming Zhu 0001, Lina Yao 0001. 6853-6864 [doi]
• The Double-Edged Sword of Knowledge Transfer: Diagnosing and Curing Fairness Pathologies in Cross-Domain RecommendationYuhan Zhao 0001, Weixin Chen 0001, Li Chen 0009, Weike Pan. 6865-6875 [doi]
• Multi-modal Bipartite Graph Structure Learning with Information Bottleneck for Micro-video RecommendationYing He, Desheng Cai, Shengsheng Qian, Quan Fang, Yinwei Wei, Changsheng Xu. 6876-6886 [doi]
• Hyena Operator for Fast Sequential RecommendationJiahao Liu, Lin Li 0001, Zhiyuan Li, Kaixi Hu, Kaize Shi, Jingling Yuan. 6887-6897 [doi]
• TopKGAT: A Top-K Objective-Driven Architecture for RecommendationSirui Chen, Jiawei Chen 0007, Canghong Jin, Sheng Zhou 0004, Jingbang Chen, Wujie Sun, Can Wang 0001. 6898-6908 [doi]
• Token-level Collaborative Alignment for LLM-based Generative RecommendationFake Lin, Binbin Hu, Zhi Zheng 0008, Xi Zhu 0004, Ziqi Liu, Zhiqiang Zhang 0012, Jun Zhou 0011, Tong Xu 0001. 6909-6919 [doi]
• MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized GenerationShuo Yu 0007, Mingyue Cheng 0004, Daoyu Wang, Qi Liu 0003, Zirui Liu 0010, Ze Guo, Xiaoyu Tao 0001. 6920-6931 [doi]
• Taming the Long Tail: Efficient Item-wise Sharpness-Aware Minimization for LLM-based Recommender SystemsJiaming Zhang 0009, Yuyuan Li 0001, Xiaohua Feng 0002, Li Zhang, Longfei Li, Jun Zhou 0011, Chaochao Chen 0001. 6932-6943 [doi]
• Cardinality is Not Enough: Super Host Detection via Segmented Cardinality EstimationYilin Zhao, Jiawei Huang 0001, Xianshi Su, Weihe Li, Xin Li, Yan Liu, Jiacheng Xie, Qichen Su, Jin Ye 0003, Wanchun Jiang, Jianxin Wang 0001. 6944-6955 [doi]
• Beyond Patches: Superpixel Token-based Transformers for Attribute-Specific Fashion RetrievalShuili Zhang, Hongzhang Mu, Wenyuan Zhang 0002, Duohe Ma, Tingwen Liu. 6956-6964 [doi]
• VarParser: Unleashing the Neglected Power of Variables for LLM-based Log ParsingJinrui Sun, Tong Jia, Minghua He, Ying Li 0012. 6965-6976 [doi]
• PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation DetectionZongwei Wang 0002, Min Gao 0001, Junliang Yu, Tong Chen 0005, Chenghua Lin. 6977-6988 [doi]
• Multi-Aspect Mining and Anomaly Detection for Heterogeneous Tensor StreamsSoshi Kakio, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai. 6989-7000 [doi]
• EIAN: Explicit Interaction-aware Attention Network for Interpretable Event ModelingJiping Zhang, Hua Zhu, Hong Huang 0001, Yongkang Zhou, Kehan Yin, Bang Liu. 7001-7012 [doi]
• Byte-token Enhanced Language Models for Temporal Point Processes AnalysisQuyu Kong, Yixuan Zhang 0006, Yang Liu, Panrong Tong, Enqi Liu, Feng Zhou 0011. 7013-7023 [doi]
• ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon TasksYuanyi Song, Heyuan Huang, Qiqiang Lin, Yin Zhao, Xiangmou Qu, Jun Wang 0152, Xingyu Lou, Weiwen Liu, Zhuosheng Zhang 0001, Jun Wang 0020, Zhaoxiang Wang, Yong Yu 0001, Weinan Zhang 0001. 7024-7035 [doi]
• Dynamic Prototype-Augmented Stance Detection: Learning from the Seen to Reason about the UnseenZhaodan Zhang, Jin Zhang 0029, Jiafeng Guo. 7036-7047 [doi]
• Triple-R: Iterative Query Rewriting and Refinement for Retrieval-Augmented Fake News DetectionJie Li, Jinrui Wang, Linmei Hu, Yuqiu Deng. 7048-7057 [doi]
• Expectation-Maximization Driven Contrastive Disentanglement for Generalized Category DiscoveryWeiyi Yang, Richong Zhang, Junfan Chen 0001, Jiawei Sheng, Lihong Wang. 7058-7067 [doi]
• Hermes the Polyglot: A Unified Framework to Enhance Expressiveness for Multimodal Interlingual SubtitlingChaoqun Cui, Shijing Wang, Liangbin Huang, Qingqing Gu, Zhaolong Huang, Xiao Zeng, Wenji Mao. 7068-7079 [doi]
• A Frequency-Aware Mixture of Heterogeneous Experts Framework for Knowledge TracingYouheng Bai, Mingliang Hou, Teng Guo 0002, Zitao Liu 0001, Weiqi Luo 0002. 7080-7090 [doi]
• KMLP: A Scalable Hybrid Architecture for Web-Scale Tabular Data ModelingMingming Zhang, Pengfei Shi, Junbo Zhao 0002, Ningtao Wang, Feng Zhao, Guandong Sun, Yulin Kang, Xing Fu, Zhiqing Xiao, Weiqiang Wang 0002, Ruizhe Gao. 7091-7100 [doi]
• Measuring and Enhancing Human Value Alignment in Zero-Shot Document-Level Claim ExtractionYuanzhen Hao, Desheng Wu. 7101-7112 [doi]
• Thinking Bidirectionally: A Reasoning and Self-Correction Approach for Text-Based Event Prediction with Large Language ModelsLiwei Qian, Hang Zhang, Yiheng Wu, YanMin Li, Mengna Zhu, Lihua Liu 0002, Jibing Wu. 7113-7124 [doi]
• Hyperbolic Multimodal Generative Representation Learning for Generalized Zero-Shot Multimodal Information ExtractionBaohang Zhou, Kehui Song, Rize Jin, Yu Zhao, Xuhui Sui, Xinying Qian, Xingyue Guo, Ying Zhang. 7125-7134 [doi]
• MIDE: Multimodal Dialogue Emotion Recognition via Mutual Information Enhancement and Dynamic Modality SelectionZhibo Zhang, Jianjun Li 0010, Zhiyuan Ma 0005. 7135-7143 [doi]
• JitterSketch: Finding Jittery Flows in Network StreamsZhongxian Liang, Qilong Shi, Xiyan Liang, Zihan Li, Wenjun Li 0004, Tong Yang 0003, Yangyang Wang 0001, Mingwei Xu 0001, Weizhe Zhang. 7144-7155 [doi]
• GFMixer: Decoupled Temporal Gradient and Fourier-Aware Attention for Time Series ForecastingLin Zhang, Qing Li, Jingmei Zhao. 7156-7166 [doi]
• MIGC-CMamba: Cross-Domain Mamba with Multi-Scale Imaging and Granular-Ball Computing for Traffic Flow PredictionWenxia Chang, Chao Zhang 0046, Wentao Li 0004, Deyu Li 0001. 7167-7177 [doi]
• TrueLens: Video Fake News Detection with Dual Level Evidence Gathering and ConsolidationJunyi Chen, Qian Liu 0012, Jing Sun, Yi Zhang 0095. 7178-7188 [doi]
• STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language ModelsHuajian Zhang, Mingyue Cheng 0004, Yucong Luo, Xiaoyu Tao 0001. 7189-7200 [doi]
• We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series ClassificationZhiPeng Liu, Peibo Duan, Xuan Tang, Haodong Jing, Mingyang Geng, Yongsheng Huang, Jialu Xu, Bin Zhang 0001, Binwu Wang. 7201-7210 [doi]
• Enhancing Large Language Models for Time-Series Forecasting via Vector-Injected In-Context LearningJianqi Zhang, Jingyao Wang, Wenwen Qiang, Fanjiang Xu, Changwen Zheng. 7211-7222 [doi]
• Efficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering PerspectiveYuchen Fang, Shiyu Wang, Yuxuan Liang 0002, Zhou Ye 0001, Yang Xiang, Yan Zhao 0008, Kai Zheng 0001. 7223-7234 [doi]
• Fusion Is Not A Simple Ensemble! Towards The Evolving Views in Insider Threat DetectionChengyu Song, Lin Yang 0031, Jianming Zheng, Jingjing Zhang 0005, Hongyu Kuang, Jinzhi Liao, Mengchun Zhao. 7235-7246 [doi]
• BHGap: A Deep Iterative Prompting and Multi-stage Alignment Framework for Dynamic Facial Expression RecognitionYichi Zhang, Yunqi Han, Jiayue Ding, Liangyu Chen. 7247-7258 [doi]
• Diffusion Generative Recommendation with Continuous TokensHaohao Qu, Shanru Lin, Yujuan Ding, Yiqi Wang 0001, Wenqi Fan. 7259-7270 [doi]
• EEO-TFV: Escape-Explore Optimizer for Web-Scale Time-Series Forecasting and Vision AnalysisHua Wang 0012, Jinghao Lu, Fan Zhang 0045. 7271-7282 [doi]
• Towards Multi-Label Text Interpretation with Chain-of-Thought Prompting and Contextualized KnowledgeRui Wang 0043, Ziang Li, Haiping Huang, Jialin Yu 0001, Yuxiang Zhou, Guozi Sun. 7283-7294 [doi]
• Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly DetectionQing Wei, Hao Miao 0001, Yan Zhao 0008, Kai Zheng 0001, Bin Yang 0002, Volker Markl, Christian S. Jensen. 7295-7306 [doi]
• VisionST: Coordinating Cross-modal Traffic Prediction with Interactive Geo-image EncodingJinwen Chen, Hao Miao 0001, Chenxi Liu 0003, Yan Zhao 0008, Kai Zheng 0001. 7307-7317 [doi]
• MuVaC: A Variational Causal Framework for Multimodal Sarcasm Understanding in DialoguesDiandian Guo, Fangfang Yuan, Cong Cao 0001, Xixun Lin, Chuan Zhou 0001, Hao Peng 0001, Yanan Cao, Yanbing Liu 0007. 7318-7329 [doi]
• Anchor Drift No More: Hierarchical Consistency-Guided Prompt Distillation for Incomplete Multimodal LearningRuiting Dai, Zesen Cai, Lisi Mo, Guiduo Duan, Keren Shi, Tao He 0007. 7330-7341 [doi]
• 2: Effective and Efficient Low-rank AdaptationShengkun Zhu, Jinshan Zeng, Yiming Wang, Sheng Wang 0007, Yuan Sun 0003, Shangfeng Chen, Yuan Yao 0011, Qiang Yang 0001. 7342-7353 [doi]
• Modeling Point-to-Point Dependency for High-Dimensional Long-Term Series ForecastingXinyu Li, Kexi Chen, Ying Zheng 0004, Zhiyi Yao, Yi Xie 0003, Jihan Dai, Lei Bai 0001, Jin Zhao 0001, Jiajie Shen, Yunqi Cai, Hong Lu 0001, Xin Wang 0002. 7354-7365 [doi]
• Shift-Resilient Diffusive Imputation for Variable Subset ForecastingHaihua Xu 0005, Qi Hao 0001, He Zhang, Jianpeng Zhao, Ziyue Qiao, Lu Jiang 0007, Pengfei Wang 0008, Yingjie Zhou, Pengyang Wang. 7366-7377 [doi]
• Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming TasksMingxing Shao, Tiancheng Zhang 0001, Yifang Yin, Wenhui Wu, Zikai Li, Minghe Yu 0001, Fangling Leng, Ge Yu 0001. 7378-7389 [doi]
• Re-Diffusion: Modeling Latent Residuals with Diffusion for Time-Series ForecastingBoning Zhang, Haishuai Wang, Zehong Hu, Jiajun Wang, Hongyi Zhang, Jia Jia. 7390-7400 [doi]
• Reinforcement Learning with Verbalized Probabilities for LLM ClassificationLiyao Li, Hao Chen, Jiaming Tian, Wentao Ye, Lirong Gao, Chao Ye, Ningtao Wang, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao. 7401-7411 [doi]
• Mitigating Cognitive Vulnerabilities in Code Generation via Multi-Agent Adversarial DebateShuofu Liu, Quanjiang Guo, Xiao Liu, Ying Liu. 7412-7420 [doi]
• CCAF: Coarse-to-fine Cross-Modal Alignment and Fusion for Multimodal Sentiment AnalysisXianbing Zhao, Shengzun Yang, Buzhou Tang. 7421-7430 [doi]
• E2PL: Effective and Efficient Prompt Learning for Incomplete Multi-view Multi-Label Class Incremental LearningJiajun Chen, Yue Wu, Kai Huang, Wenxi Zhao, Yangyang Wu, Xiaoye Miao, Mengying Zhu, Meng Xi 0002, Guanjie Cheng. 7431-7441 [doi]
• ATGFB-MFF: Adaptive Text-Guided Fiber Bundle Feature Fusion with LLMs for Multimodal Sentiment Analysis and Emotion Recognition in ConversationsZhaowei Liu 0001, Sheng Liu, Weiqing Yan, Peng Song 0002, Yongchao Song, Rufei Gao. 7442-7453 [doi]
• CIDC: Cluster Identification-Guided Dual Correction for Robust Short Text ClusteringYuhua Zhao 0001, Zhixin Han, Xuan Li, Peiyu Xu, Hang Gao 0003, Mengting Hu, Tiegang Gao. 7454-7463 [doi]
• Mamba Hawkes Process for Event Sequence ModelingShan Dai, Yuyang Shen, Yuyang Liang, Chenhao Ma 0001, Anningzhe Gao. 7464-7473 [doi]
• StreamFP: Fingerprint-guided Data Selection for Efficient Stream LearningChangwu Li, Tongjun Shi, Shuhao Zhang 0001, Binbin Chen 0001, Bingsheng He, Xiaofei Liao, Hai Jin 0001. 7474-7484 [doi]
• Interpretable Dynamic Network Modeling of Tensor Time Series via Kronecker Time-Varying Graphical LassoShingo Higashiguchi, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai. 7485-7494 [doi]
• Time-TK: A Multi-Offset Temporal Interaction Framework Combining Transformer and Kolmogorov-Arnold Networks for Time Series ForecastingFan Zhang 0045, Shiming Fan, Hua Wang 0012. 7495-7506 [doi]
• Is Misinformation More Open? A Study of robots.txt Gatekeeping on the WebNicolas Steinacker-Olsztyn, Devashish Gosain, Ha Dao. 7507-7516 [doi]
• Bias Mitigation for Harmful Meme Detection using Front-door AdjustmentJiangfeng Zeng, Cheng Xiong, Xiao Ma 0002, Jialin Qin. 7517-7528 [doi]
• Multistage Feedback-Driven Causal Discovery from Textual Data with Large Language ModelsJuntao Yang, Dayuan Cao, Kui Yu, Xiang Wang 0015, Jing Yang 0008, Lin Liu 0003, Jiuyong Li. 7529-7540 [doi]
• FedDis: A Causal Disentanglement Framework for Federated Traffic PredictionChengyang Zhou, Zijian Zhang 0009, Chunxu Zhang, Hao Miao 0001, Yulin Zhang, Kedi Lyu, Juncheng Hu. 7541-7551 [doi]
• VL-KGE: Vision-Language Models Meet Knowledge Graph EmbeddingsAthanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring. 7552-7563 [doi]
• Inference Cost Attacks for Retrieval-Augmented Large Language ModelsChengliang Liu 0004, Liangbo Ning 0001, Yujuan Ding, Wenqi Fan. 7564-7575 [doi]
• GlassMiner: Mining Looking Glass Services via Structure-Semantics Fusion for Web ObservabilityYunze Wei, Xingang Shi, Han Zhang 0009, Tianyu Zhang, YaHui Li, Xia Yin 0001. 7576-7587 [doi]
• UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region ProfilingPingping Liu, Jiamiao Liu, Zijian Zhang 0009, Hao Miao 0001, Qi Jiang, Qingliang Li, Qiuzhan Zhou, Irwin King. 7588-7599 [doi]
• From Newborn to Impact: Bias-Aware Citation PredictionMingfei Lu, Mengjia Wu, Jiawei Xu 0006, Weikai Li 0002, Feng Liu 0003, Ying Ding 0001, Yizhou Sun, Jie Lu 0001, Yi Zhang 0095. 7600-7609 [doi]
• FedRMamba: Federated Residual Mamba for Multivariate Time-Series ForecastingZhiwei Hu, Liang Zhang, Guangxu Zhu. 7610-7620 [doi]
• From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the WildZhi Zeng 0001, Yifei Yang, Jiaying Wu, Xulang Zhang, Xiangzheng Kong, Herun Wan, Zihan Ma 0010, Minnan Luo. 7621-7632 [doi]
• Prompt-Induced Linguistic Fingerprints for LLM-Generated Fake News DetectionChi Wang, Min Gao 0001, Zongwei Wang 0002, Junwei Yin, Kai Shu, Chenghua Lin. 7633-7644 [doi]
• BARouter: A Budget-adaptive Online Large Language Model Router FrameworkLingkai Zu, Xiyue Peng, Xin Liu. 7645-7656 [doi]
• Moral Outrage Shapes Commitments Beyond Attention: Multimodal Moral Emotions on YouTube in Korea and the USSeongchan Park, Jaehong Kim, Hyeonseung Kim, Heejin Bin, Sue Moon, Wonjae Lee. 7657-7668 [doi]
• Dynamic Multi-period Experts for Online Time Series ForecastingSeungha Hong, Sukang Chae, Suyeon Kim, Sanghwan Jang, Hwanjo Yu. 7669-7678 [doi]
• Unlocking the Multilingual Long-Tail Web: A Fused Macro-Micro Framework for Scalable Content AnalysisJiarui Zhang, Yifan Deng, Qihao Wang. 7679-7690 [doi]
• PI2I: A Personalized Item-Based Collaborative Filtering Retrieval FrameworkShaoqing Wang, Yingcai Ma, Kairui Fu, Ziyang Wang, Dunxian Huang, Yuliang Yan, Jian Wu 0032. 7691-7699 [doi]
• ARCHER: Shooting Straight in Multimodal E-Commerce Search at Alibaba with Progressive AlignmentMaolin Wang 0001, Lang Fu, Jun Chu, Kai Guo, Chenjie Qin, Xinxin Wang, Siyu Wu, Wen Jiang, Xiangyu Zhao 0001. 7700-7711 [doi]
• A Generative Contextual Comprehension Paradigm for Takeout Ranking ModelZiheng Ni, Congcong Liu, Cai Shang, Yiming Sun, Junjie Li, Zhiwei Fang, Guangpeng Chen, Li Jian, Zehua Zhang 0005, Changping Peng, Zhangang Lin, Ching Law, JingPing Shao. 7712-7723 [doi]
• Self-Evolving LLMs via Continual Instruction TuningJiazheng Kang, Le Huang, Cheng Hou, Zhe Zhao 0006, Zhenxiang Yan, Ting Bai 0004. 7724-7732 [doi]
• FRiskGPT: A Generative Foundation Model for Financial Risk DetectionZhongjian Zhang, Mengmei Zhang, Dehua Xu, Rongjun Shi, Jianfeng Liu, Fuli Meng, Huajian Xu, Xiao Wang 0017, Ruijia Wang, Junze Chen, Minwei Tang, Chuan Shi 0001. 7733-7744 [doi]
• OpenDigger: A Practical Framework for Assessing Community Health and Sustainability in Open Source Collaboration PlatformsWei Wang 0033, Fanyu Han, Shengyu Zhao, Xuan Zhou 0001, Weining Qian, Aoying Zhou, Xiaoya Xia, Liyun Yang, Rong Wang, Ning Jiang, Moming Duan. 7745-7756 [doi]
• VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question AnsweringZhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu 0006, Muzhi Li 0001, Yihong Wu 0006, Liheng Ma, Jerry Huang, Jiayi Zhang 0017, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, ZeYu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang 0061. 7757-7768 [doi]
• GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale RecommendationsZhuoning Guo, Guangxing Chen, Qian Gao, Xiaochao Liao, Jianjia Zheng, Lu Shen, Hao Liu 0026. 7769-7778 [doi]
• LSIG: Long Semantic IDs for Generative RecommendationZhao Li, Fengyang Qi, Chuanyu Xu, Tao Zhang 0098, Chengfu Huo, Peng Zhang. 7779-7788 [doi]
• A Long-term Value Prediction Framework In Video RankingHuabin Chen, Xinao Wang, Huiping Chu, Keqin Xu, Chenhao Zhai, Chenyi Wang, Kai Meng, Yuning Jiang 0001. 7789-7797 [doi]
• GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank FrameworkYijia Sun 0001, Shanshan Huang, Zhiyuan Guan, Qiang Luo 0004, Ruiming Tang, Kun Gai, Guorui Zhou. 7798-7808 [doi]
• Multi-Domain Marker Aggregation for Threat Detection in Cloud EnvironmentsJunshen Xu, Jiayun Zhang, Yi Fan. 7809-7820 [doi]
• Data-Driven Function Calling Improvements in Large Language Model for Online Financial QAXing Tang 0007, Hao Chen, Shiwei Li 0002, Fuyuan Lyu, Weijie Shi, Lingjie Li, Dugang Liu, Weihong Luo, Xiku Du, Xiuqiang He 0001. 7821-7832 [doi]
• When Agents Trade: Live Multi-Market Trading Arena for LLM AgentsLingfei Qian, Xueqing Peng, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Guojun Xiong, Peng Lu 0006, Yan Wang 0015, Vincent Jim Zhang, Huan He, Alejandro Lopez-Lira, Jimin Huang, Jian-Yun Nie, Sophia Ananiadou. 7833-7844 [doi]
• ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu MapFuling Wang, Le Zhang 0010, Jingbo Zhou 0003, Jindong Han, Ying Sun 0006, Chuan Qin 0002, Hengshu Zhu, Hui Xiong 0001. 7845-7856 [doi]
• Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based RecommendationsMinmao Wang, Xingchen Liu, Shijie Yi, Likang Wu, Hongke Zhao, Fei Pan, Qingpeng Cai 0001, Peng Jiang 0002. 7857-7868 [doi]
• Smart Eye: LLM-Guided Proposer-Verifier Framework for Industrial-Scale Log Anomaly DetectionChanghua Pei, Hang Cui 0004, Jingjing Li, Yuxuan Li, Zihan Liu, Xinyuan Liao, Cenjie Hu, Jiabao Wang, Zheyuan Li, Zexin Wang, Haotian Si, Ke Xiang, Gaogang Xie, Dan Pei. 7869-7879 [doi]
• AliBoostV2: CTR-Growth Balanced Boosting Framework in Billion-Scale Recommendation PlatformQijie Shen, Yuanchen Bei, Zihong Huang, Xixian Wang, Zhibo Xiao, Dimin Wang, Jialin Zhu, Yuning Jiang 0001, Feiran Huang, Hao Chen 0062. 7880-7889 [doi]
• Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality AssessmentQingyang Liu 0008, Jiangtong Li, Zelin Peng, Shaobo Wang, Zhaohe Liao, Shuochen Chang, Bingjie Gao, Haonan Zhao, Mu Liu, Jidong Jiang, Li Niu 0002. 7890-7901 [doi]
• Accurate and Efficient Personalized Query Rewriting in Baidu SearchXu Chu, Angela Li, Jiaming Zhang, Wei Li, Zhijie Tan, Dawei Yin 0001, Shuaiqiang Wang, Daiting Shi. 7902-7913 [doi]
• URLBank: Data-Driven URL Discovery via Temporal Link GraphsFelipe Marineli, Valerio Cetorelli, Valter Crescenzi, Tim Furche, Xiaonan Guo 0001. 7914-7922 [doi]
• BanditLP: Large-Scale Stochastic Optimization for Personalized RecommendationsPhuc Nguyen, Benjamin Zelditch, Joyce Chen, Rohit K. Patra, Changshuai Wei. 7923-7932 [doi]
• Aligning Query Rewriting with Human Cognition and Preference in E-Commerce SearchRuize Ou, Kai Wang, Jianzhi Shao, Tao Zhang, Chengfu Huo. 7933-7942 [doi]
• iQ-Guard: An Effective and Noise-Resistant Framework for Graph Fraud Detection on iQIYI PlatformYuting Huang 0009, Ziquan Fang, Zhengjie Zhou, Tinghui Luo, Lu Chen 0001, Surun Ji, Huimei Zheng, Mingfan Lu, Fangshu Chen, Yunjun Gao. 7943-7954 [doi]
• TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search RelevanceJianhui Yang 0001, Yiming Jin, Pengkun Jiao, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang. 7955-7966 [doi]
• Delay-Aware Graph Neural Stochastic Differential Equations for Financial Time Series Modeling and ForecastingMingjie You, Dawei Cheng, Meilin Zhang, Peng Zhu 0002, Yuqi Liang. 7967-7978 [doi]
• GAM: A Generative Auto-Marketing Framework in Online E-commerce PlatformsYuejia Dou, Shuai Dou, Yuchao Ma, Bingzhe Wang, Tianyu Wang 0028, Zhilin Zhang 0003, Chuan Yu 0002, Jian Xu 0015, Qi Qi 0003. 7979-7988 [doi]
• Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on DouyinLin Guan, Jia-qi Yang, Zhishan Zhao, Beichuan Zhang 0002, Bo Sun, Xuanyuan Luo, Jinan Ni, Xiaowen Li, Yuhang Qi, Zhifang Fan, Hangyu Wang, Qiwei Chen, Yi Cheng, Feng Zhang 0047, Xiao Yang. 7989-7998 [doi]
• Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative RecommendationsZerui Chen, Heng Chang, Tianying Liu, Chuantian Zhou, Yi Cao, Jiandong Ding, Ming Liu, Bing Qin 0001. 7999-8007 [doi]
• When Rules Fall Short: Agent-Driven Discovery of Emerging Content Issues in Short Video PlatformsChengHui Yu, Hongwei Wang, Junwen Chen, Zixuan Wang, Bingfeng Deng, Zhuolin Hao, Hongyu Xiong, Yang Song. 8008-8016 [doi]
• TRABL: A Unified Framework for Travel Domain Aspect-Based Sentiment Analysis Applications of Large Language ModelsOmer Madmon, Shiran Golan, Eran Fainman, Ofri Kleinfeld, Moran Beladev. 8017-8028 [doi]
• CardRewriter: Leveraging Knowledge Cards for Long-Tail Query Rewriting on Short-Video PlatformsPeiyuan Gong, Feiran Zhu, Yaqi Yin, Chenglei Dai, Chao Zhang, Kai Zheng, Wentian Bao, Jiaxin Mao, Yi Zhang 0050. 8029-8040 [doi]
• Unleashing the Potential of Sparse Attention on Long-term Behaviors for CTR PredictionWeijiang Lai, Beihong Jin, Di Zhang, Siru Chen, Jiongyan Zhang, Yuhang Gou, Jian Dong 0012, Xingxing Wang. 8041-8050 [doi]
• Not All Candidates are Created Equal: A Heterogeneity-Aware Approach to Pre-ranking in Recommender SystemsPengfei Tong, Siyuan Chen, Chenwei Zhang, Bo Wang, Qi Pi, Pixun Li, Zuotao Liu. 8051-8060 [doi]
• From Sold-Out to Sales Uplift: Causal Inference for Intelligent Inventory Management on Online Travel PlatformsFanwei Zhu, Zhuoran Zhuang, Detao Lv, Manwei Li, Yao Yu. 8061-8072 [doi]
• NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative RecommendationsYejing Wang, Shengyu Zhou, Jinyu Lu, Ziwei Liu 0010, Langming Liu, Maolin Wang 0001, Wenlin Zhang 0001, Feng Li 0067, Wenbo Su, Pengjie Wang 0002, Jian Xu 0015, Xiangyu Zhao 0001. 8073-8082 [doi]
• Financial Wind Tunnel: A Retrieval-Augmented Market SimulatorBokai Cao, Xueyuan Lin, Yiyan Qi, Chengjin Xu, Cehao Yang, Jian Guo 0016. 8083-8092 [doi]
• PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative RecommendationsRuining He, Lukasz Heldt, Lichan Hong, Raghunandan H. Keshavan, Shifan Mao, Nikhil Mehta 0002, Zhengyang Su 0001, Alicia Tsai, Yueqi Wang, Shao-Chuan Wang 0001, Xinyang Yi, Lexi Baugher, Baykal Cakici, Ed H. Chi, Cristos Goodrow, Ningren Han, He Ma, Rómer Rosales, Abby Van Soest, Devansh Tandon, Su-Lin Wu, Weilong Yang, Yilin Zheng. 8093-8104 [doi]
• Warmer for Less: A Cost-Efficient Strategy for Cold-Start Recommendations at PinterestSaeed Ebrahimi, Weijie Jiang, Jaewon Yang, Olafur Gudmundsson, Yucheng Tu, Huizhong Duan. 8105-8114 [doi]
• Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval ParadigmJianting Tang, Dongshuai Li, Tao Wen, FuYu Lv, Dan Ou, Linli Xu. 8115-8126 [doi]
• Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI SearchYuchen Li 0006, Rui Kong, Xinran Chen, Chengzhe Zhang, Jiamin Chen, Cheng Deng 0001, Xinyu Ma, Haojie Zhang, Tianhao Peng 0002, Hengyi Cai, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Jimmy Xiangji Huang, Lei Chen 0002, Jun Wang 0012, Dawei Yin 0001. 8127-8137 [doi]
• Orchestration-Free Customer Service Automation: A Privacy-Preserving and Flowchart-Guided FrameworkMengZe Hong, Chen Jason Zhang, Zichang Guo, Hanlin Gu, Di Jiang 0004, Qing Li 0001. 8138-8149 [doi]
• AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local SearchHebin Liang, Jianye Hao, Jinyi Liu 0002, Yi Ma 0005, Zilin Cao, Jing Liang, Kun Shao, Zhaocheng Du, Fei Ni 0001, Yifu Yuan, Yan Zheng 0002. 8150-8161 [doi]
• OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial RecommenderZhaoqi Zhang, Haolei Pei, Jun Guo, Tianyu Wang, Yufei Feng, Hui Sun, Shaowei Liu, Aixin Sun. 8162-8170 [doi]
• Thinking Broad, Acting Fast: Latent Reasoning Distillation from Multi-Perspective Chain-of-Thought for E-Commerce RelevanceBaopu Qiu, Hao Chen, Yuanrong Wu, Changtong Zan, Chao Wei, Weiru Zhang, Xiaoyi Zeng. 8171-8182 [doi]
• From Modularity to Unity: Towards Industrial-Scale Generative RecommendationXiaofeng Liu 0009, Wenliang Li, Tao Yu, Guanliang Song, Zhen Chen, Jing Zhou, Dongyue Wang, Xiwei Zhao, Sulong Xu. 8183-8190 [doi]
• Multilingual Reference Need Assessment System for WikipediaAitolkyn Baigutanova, Francisco Navas, Pablo Aragón, Mykola Trokhymovych, Muniza Aslam, Ai-Jou Chou, Miriam Redi, Diego Sáez-Trumper. 8191-8199 [doi]
• Enhancing Ride-Hailing Forecasting at DiDi with Multi-View Geospatial Representation Learning from the WebXixuan Hao, Guicheng Li, Daiqiang Wu, Xusen Guo, Yumeng Zhu, Zhichao Zou, Peng Zhen 0001, Yao Yao 0004, Yuxuan Liang 0002. 8200-8211 [doi]
• Unbiased Multimodal Reranking for Long-Tail Short-Video SearchWenyi Xu, Feiran Zhu, Songyang Li, Renzhe Zhou, Chao Zhang 0111, Chenglei Dai, Yuren Mao, Yunjun Gao, Yi Zhang. 8212-8221 [doi]
• From Reasoning LLMs to BERT: A Two-Stage Distillation Framework for Search RelevanceRunze Xia, Yupeng Ji, Yuxi Zhou, Haodong Liu, Teng Zhang, Piji Li. 8222-8231 [doi]
• GRADE: Personalized Multi-Task Fusion via Group-Relative Reinforcement Learning with Adaptive Dirichlet ExplorationTingfeng Hong, Pingye Ren, Xinlong Xiao, Chao Wang 0049, Chenyi Lei, Wenwu Ou, Han Li 0005. 8232-8240 [doi]
• Visual Content Moderation in Messaging SystemsMaria Ljubicic, Emanuel Lacic, Denis Helic. 8241-8249 [doi]
• DG-MCTS: Dual-Guidance Monte Carlo Tree Search for Adaptive Emotional Support Dialogue PlanningBenshuo Lin, Jiayu Ding, Yuelei Li, Peng Wu, Yun Xue, Yiping Song. 8250-8261 [doi]
• LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Multilingual Text-Centric VQAJing Huang, Zhiya Tan, Shutao Gong, Fanwei Zeng, Joey Tianyi Zhou, Changtao Miao, Huazhe Tan, Weibin Yao, Jianshu Li. 8262-8273 [doi]
• A Creator-Aware Recommendation System for Content PlatformsWenjing Li, Jiang Rong, Yao Hu 0002, Zhenzhe Zheng 0001, Fan Wu 0006. 8274-8284 [doi]
• FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket PlatformKakam Chong, Xu Yan, Shuai Xiao, Ming Chen, Chen Ju, Fei Huang 0002, Yuantao Gu, Shuguang Han, Jufeng Chen. 8285-8295 [doi]
• Improving Multi Task Recommendations via Cross User Learning with a Hybrid Pointwise and Pairwise Ranking LossAbhinav Naikawadi, Hedi Xia, Dafang He, Yichu Zhou, Xue Xia 0007, Piyush Maheshwari, Bella Huang, Bowen Deng 0010, James Li, Dhruvil Deven Badani, Yijie Dylan Wang. 8296-8304 [doi]
• DOS: Dual-Flow Orthogonal Semantic IDs for Recommendation in MeituanJunwei Yin, Senjie Kou, Changhao Li, Shuli Wang, Yinqiu Huang, Xue Wei, Yinhua Zhu, Haitao Wang, Xingxing Wang. 8305-8308 [doi]
• RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic IdentifiersTianyu Zhan, Kairui Fu, Zheqi Lv, Shengyu Zhang 0001. 8309-8312 [doi]
• Few-shot and Zero-shot Audience Expansion with User and Task Model Pre-training on Tabular DataSiwei Qiang, Pengyu Li, Zhe Yu, Mengyao Sun 0003, Jun Chen, Bo Zheng. 8313-8316 [doi]
• Learning To Generate Effective Health AdvertisementsYuval Saadaty, Elad Yom-Tov. 8317-8320 [doi]
• Decentralized in Name Only: The Centralization of DAO LaborLingling Zhang, Morteza ZiHayat, Ebrahim Bagheri. 8321-8324 [doi]
• A Reinforcement Learning Based Hyper-Parameter Generation System Guided by LLM-Powered Virtual UsersChanglin Qiu, Bang Lin, Tao Zhang 0098, Chengfu Huo. 8325-8328 [doi]
• DualGR: Generative Retrieval with Long and Short-Term Interests ModelingZhongchao Yi, Kai-Feng, Xiaojian Ma, Yalong Wang, Yongqi Liu 0002, Han Li 0005, Zhengyang Zhou, Yang Wang. 8329-8332 [doi]
• Cascaded Verification Framework: A Progressive Approach for Mitigating Hallucinations in Large Language ModelsShu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang. 8333-8336 [doi]
• Hidden-in-Plain-Text: A Benchmark for Social-Web Indirect Prompt Injection in RAGHaoze Guo, Ziqi Wei 0007. 8337-8340 [doi]
• Activation Caching for Retrieval-Augmented GenerationShu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang. 8341-8344 [doi]
• PH-EMO: Decoding Emotions from the Brain Inward - EEG-Grounded Multimodal Reasoning with LLMsKehong Liu, Yang Liu 0007, Jiming Liu 0001. 8345-8348 [doi]
• GPR: Empowering Generation with Graph-Pretrained RetrieverXiaochen Wang 0002, Zongyu Wu 0001, Yuan Zhong 0002, Xiang Zhang 0001, Suhang Wang, Fenglong Ma. 8349-8352 [doi]
• Graph Discrete Prompt Optimization for Knowledge Graph Question AnsweringWooyoung Kim 0001, HaeMin Jung, Byeongjin Kim, Suhyeon Kwon, Wooju Kim. 8353-8356 [doi]
• Improving the Accuracy of Community Detection on Signed Networks via Community Refinement and Contrastive LearningHyunuk Shin, Hojin Kim, Chanyoung Lee, Yeon-Chang Lee, David Yoon Suk Kang. 8357-8360 [doi]
• AIMER: Affective Intention-guided Multimodal Emotion Reasoner for Visual Emotion Analysis in Social MediaYubeen Lee, Shinyu Park, Jiwon Park, Eunil Park. 8361-8364 [doi]
• SIR-Teach: Student-Implicit Reward TeachingHaochen You, Baojing Liu. 8365-8368 [doi]
• Generative Retrieval for E?commerce: Jointly Learning Embedding and Codebook with Same Product ClusterSongtao Fang, Zihao Xu, Shaowei Wei, Jin Zhang, Zhuojun Wang. 8369-8372 [doi]
• Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission SolutionLong Chen 0025, Hao Fang 0012, Yi-Ching Chou, Haoyuan Zhao, Xiaoyi Fan 0001, Zhe Chen, Hengzhi Wang, Jiangchuan Liu. 8373-8376 [doi]
• Access Controlled Website Interaction for Agentic AI with Delegated Critical TasksSunyoung Kim, Hokeun Kim. 8377-8380 [doi]
• Infer As You Train: A Symmetric Paradigm of Masked Generative for Click-Through Rate PredictionMoyu Zhang, Yujun Jin, Yun Chen, Jinxin Hu, Yu Zhang 0206, Xiaoyi Zeng. 8381-8384 [doi]
• Learning Probabilistic Distributions for CTR UncertaintyBiho Kim. 8385-8388 [doi]
• Structure Over Scale: Diagnosing Liquidity Fragility in Concentrated-Liquidity AMMsQiangqiang Liu, Runfa Jiang, Qian Huang, Frank Fan, Kunpeng Ren, Wei Cai. 8389-8392 [doi]
• Fedivertex: a Graph Dataset based on Decentralized Social MediaMarc Damie, Edwige Cyffers. 8393-8396 [doi]
• Cost Ratio Aware Algorithm for Representative Subset SelectionTong Cheng, Xueyan Tang. 8397-8400 [doi]
• Let It Try First: Uncertainty-Guided Retrieval Switching for Retrieval-Augmented Question AnsweringXiaohai Wang, Yu Liang, Wei Zhou 0011, Sixing Wu. 8401-8404 [doi]
• DiffusionGS: Generative Search with Query Conditioned Diffusion in KuaishouQinyao Li, XiaoYang Zheng, Qihang Zhao, Ke Xu 0010, Zhongbo Sun, Chao Wang 0049, Chenyi Lei, Han Li 0005, Wenwu Ou. 8405-8408 [doi]
• LLM Reasoning for Cold-Start Item RecommendationShijun Li 0002, Yu Wang 0158, Jin Wang, Ying Li 0124, Joydeep Ghosh, Anne Cocos. 8409-8412 [doi]
• HierCon: Hierarchical Contrastive Attention for Audio Deepfake DetectionZhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang 0001, Christopher Leckie. 8413-8416 [doi]
• Online Bidding Algorithms with Strict Return on Spend (ROS) ConstraintRahul Vaze, Abhishek Sinha. 8417-8420 [doi]
• OMGRec: One-time Matching-based Generative Rerank with Permutation-level Modeling in E-commerceJunwei Xu, Zhibo Xiao, ChuXin Chen, Chengyu Lai, Qijie Shen, Jiuning Lin, Dimin Wang, Jialin Zhu, Xiao-Ping Zhang 0002. 8421-8424 [doi]
• LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language ModelsTianyu Zhang, Junfeng Fang, Houcheng Jiang, Xingyu Zhu, Xiang Wang 0010, Xiangnan He 0001. 8425-8428 [doi]
• Img2KG: Ontology-Driven Correction of Visual TriplesChristina Kanetou, Yannis Tzitzikas. 8429-8432 [doi]
• A Life?Cycle Assessment of the Hidden Environmental Cost of SelfiesTilen Hlis, Urska Butolen, Iztok Fister 0001, Iztok Fister Jr.. 8433-8436 [doi]
• We May Not Need Much Visual Encoding of Web Data for Question AnsweringTan Yue, Qiong Wu, Dongyan Zhao 0001. 8437-8440 [doi]
• CityVerse: A Unified Data Framework for Evaluating Large Language Models in Urban ComputingYaqiao Zhu 0001, Hongkai Wen 0001, Mark H. Birkin, Man Luo 0001. 8441-8444 [doi]
• An Improved Combinatorial Algorithm for Edge-Colored Clustering in HypergraphsSeongjune Han, Nate Veldt. 8445-8448 [doi]
• BitHeteroNet: A Heterogeneous Network Benchmark for Enhanced Anomaly Detection in Bitcoin TransactionsZheng Gong 0001, Shuheng Shen, Changhua Meng, Ying Sun 0006. 8449-8452 [doi]
• Feature-PI: A Data Repository for Learning-based Feature Importance EstimationYin Lou. 8453-8456 [doi]
• BiCare: Bi-Objective Set Similarity with Box Embeddings for Safe and Effective Healthcare Decision SupportGuofang Ma, Pengxiang Zhan, Haoze Huang, Yanchao Tan. 8457-8460 [doi]
• ReMi-ReMath: A Reverse-Mutual Reasoning Framework for Enhancing Mathematical Thinking in Small Language ModelsDae-Kyoo Kim, Sang Kyu Moon, Eunil Park. 8461-8464 [doi]
• Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence ModelsHarry Proshian, Nikita Severin, Sergey I. Nikolenko, Ivan Kireev, Andrey V. Savchenko, Ivan Sergeev, Maria Postnova, Ilya Makarov. 8465-8468 [doi]
• GlotWeb: Web Indexing for Minority LanguagesAbdullah Al Sefat, Amir Hossein Kargaran, François Yvon, Hinrich Schütze. 8469-8472 [doi]
• Graph Poisoning for Node Rank ManipulationSeyed Mohammad Hosseini, Radin Hamidi Rad, Morteza ZiHayat, Ebrahim Bagheri. 8473-8476 [doi]
• P-Aligner: Pre-Aligning LLMs via Principled Instruction SynthesisFeifan Song 0001, Bofei Gao, Yifan Song 0002, Yi Liu, Weimin Xiong, Yuyang Song, Tianyu Liu 0001, Guoyin Wang, Houfeng Wang. 8477-8480 [doi]
• Interaction-level Membership Inference Attack for Recommender Systems via Cluster-based User ModelingDanyang Zong, Kaike Zhang, Qi Cao 0005, Du Su, Fei Sun 0001. 8481-8484 [doi]
• CytoCrowd: A Multi-Annotator Benchmark Dataset for Cytology Image AnalysisYonghao Si, Xingyuan Zeng, Zhao Chen 0003, Libin Zheng 0001, Caleb Chen Cao, Lei Chen 0002, Jian Yin 0001. 8485-8488 [doi]
• FilterRec: An Intent-Aware Framework for Dynamic Filter RecommendationDingxian Wang, Jiacheng Dong, Jiaqi Deng, Jing Long, Ted Liu, George Barelas, Arya Taylor, Spyros Kapnissis, Frank Yang, Andrew Rabinovich, Guandong Xu. 8489-8492 [doi]
• MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the WebAaron Steiner, Ralph Peeters, Christian Bizer. 8493-8496 [doi]
• SIT-KGED: Simply Inject Topology into LLM for Knowledge Graph Error DetectionTing Li, Xingyi Mao, Yipeng Yu, Liang Yao. 8497-8500 [doi]
• ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM AgentsKyungHo Kim, Geon Lee, Juyeon Kim 0001, Dongwon Choi, Shinhwan Kang, Kijung Shin. 8501-8504 [doi]
• Deletion: A Restoration-Based Representation-Level Analysis of Machine UnlearningYurim Jang, Jaeung Lee, Dohyun Kim, Jaemin Jo, Simon S. Woo. 8505-8508 [doi]
• 2-SFL: Class-Balanced and Cost-Aware Split Federated Learning for Mobile Edge ComputingKai Cheng, Zhengyu Zhang, Tong Wu 0014, Huan Zhou 0002, Xinggang Fan. 8509-8512 [doi]
• SAGE-Prompt: Structured Attribution Guarded Explanation for Explainable Deepfake Question AnsweringJong-Chan Park, Myeongjun Kim, So-Hee Lim, Sang-Min Choi, Gun-Woo Kim. 8513-8516 [doi]
• Multi-source Multi-level Multi-token Ethereum Dataset and Benchmark PlatformHaoyuan Li, Mengxiao Zhang, Maoyuan Li, Jianzheng Li, Zijian Zhang 0001, Junyi Yang, Shuangyan Deng, Jiamou Liu. 8517-8520 [doi]
• Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval PredictionYanan Cao, Farnaz Fallahi, Murali Mohana Krishna Dandu, Lalitesh Morishetti, Kai Zhao 0011, Luyi Ma, Sinduja Subramaniam, Jianpeng Xu, Evren Körpeoglu, Kaushiki Nag, Sushant Kumar, Kannan Achan. 8521-8524 [doi]
• Beyond Playtesting: A Generative Multi-Agent Simulation System for Massively Multiplayer Online GamesRan Zhang 0003, Kun Ouyang, Tiancheng Ma, Yida Yang, Dong Fang. 8525-8528 [doi]
• COINS: Semantic Ids Enhanced Cold Item Representation for Click-through Rate Prediction in E-commerce SearchQihang Zhao, Zhongbo Sun, XiaoYang Zheng, Xian Guo, Siyuan Wang, Zihan Liang 0001, Mingcan Peng, Ben Chen 0004, Chenyi Lei. 8529-8532 [doi]
• AWMA-MoE: Attention-Guided Watermark Adapter with MoE for Latent Diffusion ModelsYicheng Huang, Xinyu Xiao, Jian Zhang 0019, Shuhan Qi, Yulin Wu 0001, Xuan Wang 0002. 8533-8536 [doi]
• Towards Responsible Recommendations: A Daily Updated Ranking Model for Content Issue DetectionHaoze Wu 0003, ChengHui Yu, Bingfeng Deng, Daniel Chen. 8537-8540 [doi]
• ThinkTank-ME: A Multi-Expert Framework for Middle East Event ForecastingHaoxuan Li 0002, He Chang, Yunshan Ma 0002, Yi Bin, Yang Yang 0002, See-Kiong Ng, Tat-Seng Chua. 8541-8544 [doi]
• An 8-Way Taxonomy for Multimodal Disinformation and Detection BenchmarkShuhan Cui, Ruimin Chu, Hanrui Wang 0005, Patrick H. Chen, Ching-Chun Chang, Isao Echizen. 8545-8548 [doi]
• DTRec: Learning Dynamic Reasoning Trajectories for Sequential RecommendationYifan Shao, Peilin Zhou, Shoujin Wang, Weizhi Zhang 0001, Sunghun Kim 0003, Xu Cai. 8549-8552 [doi]
• Machine Learning as a Service (MLaaS) Dataset Generator Framework for IoT EnvironmentsDeepak Kanneganti, Sajib Mistry, Sheik Mohammad Mostakim Fattah, Joshua Boland, Aneesh Krishna. 8553-8556 [doi]
• Explainable Graph Sparsification with Shapley ValuesSelahattin Akkas, Ariful Azad. 8557-8560 [doi]
• Coarse-Fine: A Novel VPA Strategy for Boosting Resource Utilization of Transient Offline TasksYingying Wen, Yingzhi Chu, Zhongyu Wang, Zhecheng Lin, Fan Jiang, Wu Xiang, Rui Shi. 8561-8564 [doi]
• PAOSC: Plug-and-play Attention Optimization for Semantic Consistency in LLMsChang Li, Yawei Liu, Chun Long, Jing Zhao, Guanyao Du. 8565-8568 [doi]
• Breaking Semantic-Aware Watermarks via LLM-Guided Coherence-Preserving Semantic InjectionZheng Gao, Xiaoyu Li, Zhicheng Bao, Xiaoyan Feng, Jiaojiao Jiang 0001. 8569-8572 [doi]
• Anonymous Linear Bandits for Multi-User SystemsMohammad Reza Badri, Hossein Esfandiari, Samira Hossein Ghorban, Alireza Rezaeimoghadam. 8573-8576 [doi]
• Efficient Learning of Sparse Representations from InteractionsVojtech Vancura, Martin Spisák, Rodrigo Alves, Ladislav Peska. 8577-8580 [doi]
• Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series ForecastingSunho Kim, Susik Yoon. 8581-8584 [doi]
• CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table RetrievalTsung-Hsiang Chou, Chen-Jui Yu, Shui-Hsiang Hsu, Yao-Chung Fan. 8585-8588 [doi]
• EDTF: A Plug-and-Play Learning Framework for Estimated Delivery Time TaskYichen Song, Jianfeng Zhou, Renhao Cao, Jian-Ya Ding. 8589-8592 [doi]
• Understanding Post-Exploit Laundering Behavior on EthereumXihan Xiong, Junliang Luo. 8593-8596 [doi]
• HAUTE: Harmonizing Action Units with Temporal-contextual Embeddings for Deepfake DetectionChaewon Kang, Youjin Lee, Jinyoung Han. 8597-8600 [doi]
• Auditing Textual Context in Sequence-Aware Explainable RecommendationAlejandro Ariza-Casabona, Maria Salamó, Ludovico Boratto. 8601-8604 [doi]
• MACA: A Multi-Agent Cognitive Adaptation Framework for Human-Agent Collaborative Decision MakingYoun Jun Seong, Ha Young Oh. 8605-8608 [doi]
• Rethinking MoE with Retrieval-Memory Synergy: Towards Efficient Expert CoordinationWanjie Tao, Qun Dai, Yantong Lv, Quan Lu, Ning Jiang, Zulong Chen. 8609-8612 [doi]
• Exploring Fine-Tuning for Tabular Foundation ModelsAditya Tanna, Pratinav Seth, Mohamed Bouadi, Vinay Kumar Sankarapu. 8613-8616 [doi]
• MGK-RAG: Multi-Granularity Knowledge Guided Retrieval-Augmented Generation for Radiology ReportJiaqing Ma, Xiaodong Yue 0002, Yufei Chen 0002, Jie Shi 0014, Zhipeng Wei, Zeyu Jia. 8617-8620 [doi]
• Linguistic Signatures for Enhanced Emotion DetectionFlorian Lecourt, Madalina Croitoru, Konstantin Todorov. 8621-8624 [doi]
• Do You Trust Me? Cognitive-Affective Signatures of Trustworthiness in Large Language ModelsGerard Christopher Yeo, Svetlana Churina, Kokil Jaidka. 8625-8628 [doi]
• Active Retrieval-Augmented Generation with Conflict-Fused Uncertainty QuantificationTao Tang, Xiaodong Yue, Yufei Chen, Jie Shi, Shijie Ding. 8629-8632 [doi]
• Fact-Checking Strategies in Web: Lateral Navigation in the Browser Boosts Health Misinformation Detection Even Under Confirmation BiasElena Artemenko, Olessia Koltsova, Maksim Terpilovskii, Natalia Khazova. 8633-8636 [doi]
• Revisiting IPS-based Algorithms for Off-Policy Evaluation of Contextual BanditsDaria Korovaitceva, Marina Sheshukova, Evgeny Frolov, Sergey Samsonov. 8637-8640 [doi]
• SAGE-RAI: Design Patterns for Transparent RAG SystemsJoseph Kwarteng, Aisling Third, Alexander Mikroyannidis, David Tarrant, John Domingue. 8641-8644 [doi]
• Towards Efficient and Interpretable Medical Concept Representation via Ontology-driven Residual Vector QuantizationHang Lv 0010, Kaisong Zhang, Yanchao Tan, Xing Chen. 8645-8648 [doi]
• Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic RecommendationsYu Xia 0007, SungChul Kim, Tong Yu 0001, Ryan A. Rossi, Julian J. McAuley. 8649-8652 [doi]
• Tuning Qwen2.5-VL to Improve Its Web Interaction SkillsAlexandra Yakovleva, Henrik Pärssinen, Harri Valpola, Juho Kannala, Alexander Ilin. 8653-8656 [doi]
• VK-LSVD: A Large-Scale Industrial Dataset for Short-Video RecommendationAleksandr Poslavsky, Alexander D'yakonov, Yuriy Dorn, Andrey Zimovnov. 8657-8660 [doi]
• NERdME: A Named Entity Recognition Dataset for Indexing Research Artifacts in Code RepositoriesGenet Asefa Gesese, Zongxiong Chen, Shufan Jiang 0001, Mary Ann Tan, Zhaotai Liu, Sonja Schimmler, Harald Sack. 8661-8664 [doi]
• Beyond Item-Level Prediction: Fine-Grained CVR Modeling with Price SKU in E-Commerce RecommendationHuiling Wu, Ao Zhang, Junwei Xu, Boya Du, Jialin Zhu, Yuning Jiang 0001, Dakai Zhai. 8665-8668 [doi]
• Enhancing Trusted Multi-View Classification via Adaptive Regularization Guided by View-Specific BiasesZhiyuan Liu, Xiaodong Yue 0002, Yufei Chen 0002, Shijie Ding, Jie Shi 0014. 8669-8672 [doi]
• Orion-Bix: Bi-Axial Attention for Tabular In-Context LearningMohamed Bouadi, Pratinav Seth, Aditya Tanna, Vinay Kumar Sankarapu. 8673-8676 [doi]
• Truth with a Twist: The Rhetoric of Persuasion in Professional vs. Community-Authored Fact-ChecksOlesya Razuvayevskaya, Kalina Bontcheva. 8677-8680 [doi]
• Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce RecommendationHanqi Jin, Gaoming Yang, Zhangming Chan, Yapeng Yuan, Longbin Li, Fei Sun 0001, Yeqiu Yang, Jian Wu 0032, Yuning Jiang 0001, Bo Zheng 0007. 8681-8684 [doi]
• Vertical Semi-Federated Learning for Efficient Online AdvertisingWenjie Li 0008, Shu-Tao Xia, Jiangke Fan, Teng Zhang, Xingxing Wang. 8685-8688 [doi]
• MiniAMIE: Quick and Dirty Rule Mining on Knowledge GraphsLuis Galárraga, Julianne Guerbette, Isseïnie Sinouvassane, Paul Viallard. 8689-8692 [doi]
• How Graphs Can Help You Stay Informed in an Evolving WorldMohammadHossein Bateni, Lin Chen, Hossein Esfandiari, Sasan Tavakkol. 8693-8696 [doi]
• What Is Your AI Agent Buying? Evaluation, Biases, Model Dependence, & Emerging Implications of Agentic E-CommerceAmine Allouah, Omar Besbes, Josué D. Figueroa, Yash Kanoria, Akshit Kumar. 8697-8700 [doi]
• PRISM: LLM-Guided Semantic Clustering for High-Precision TopicsConnor Douglas, Utkucan Balci, Joseph Aylett-Bullock. 8701-8704 [doi]
• CitiLink-Summ: A Dataset of Discussion Subjects Summaries in European Portuguese Municipal Meeting MinutesMiguel Marques, Ana Luísa Fernandes, Ana Filipa Pacheco, Rute Rebouças, Inês Cantante, José Isidro, Luís Filipe Cunha, Alípio Jorge, Nuno Guimarães, Sérgio Nunes 0001, António Leal, Purificação Silvano, Ricardo Campos 0001. 8705-8708 [doi]
• Multi-Modal Enhanced Graph Transfer Learning for Digital Finance Fraud DetectionYuxin Liu, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Chenguang Yang 0015, Zihao Wang, Yulia R. Gel, Yuzhou Chen. 8709-8712 [doi]
• Deepfakes in the 2025 Canadian Election: Prevalence, Partisanship, and Platform DynamicsVictor Livernoche, Andreea Musulan, Zachary Yang, Jean-François Godbout, Reihaneh Rabbany. 8717-8720 [doi]
• Edit-Level Tracking of Narrative Changes in 10-K FilingsXiao Li, Changhong Jin, Yingjie Niu, Jingyi Wang, Ruihai Dong. 8721-8724 [doi]
• Real-Time Trend Prediction via Continually-Aligned LLM Query GenerationZijing Hui, Wenhan Lyu, Shusen Wang, Li Chen, Chu Wang. 8725-8728 [doi]
• Uncertainty-Aware Web-Conditioned Scientific Fact-CheckingAshwin Vinod, Katrin Erk. 8729-8732 [doi]
• Towards Token-Level Text Anomaly DetectionYang Cao 0019, Bicheng Yu, Sikun Yang, Ming Liu, Yujiu Yang 0001. 8733-8736 [doi]
• llm-tuna - Hyperparameter Optimization for LLM InferenceThameem Abbas Ibrahim Bathusha, Aanya Sharma, Andy Huynh, Rehan Samaratunga, Ashish Kamra. 8737-8740 [doi]
• From Random Forget-Sets to Realistic Natural-Language Deletion RequestsImran Ahsan, Jinsung Kim, Mucheol Kim. 8741-8744 [doi]
• Retrieval Collapses When AI Pollutes the WebHongYeon Yu, Dongchan Kim, Young-Bum Kim. 8745-8748 [doi]
• Multimodal Topic Discovery in Web Media via von Mises-Fisher Mixture Neural Topic ModelsDayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan 0001. 8749-8752 [doi]
• Predicting Expectancy Violations Using Eye-Tracking Features: A Machine Learning ApproachSakrapee Paisalnan, Yashar Moshfeghi. 8753-8756 [doi]
• SEER: Set Encoding for Efficient Representation in Large-Scale E-commerceYining Lin, Yuming Shen, Yipeng Zhang, Canran Xu. 8757-8760 [doi]
• ReSuMe: Retriever-Summarizer Mutual Enhancement via Reinforcement LearningOwais Makroo, Nikhil Pattisapu, Karan Gupta 0002, Ankit Gandhi, Vijay Huddar, Atul Saroop. 8761-8764 [doi]
• Agent-Enhanced Heterogeneous Graph RAG for Academic Question AnsweringRunsong Jia, Mengjia Wu, Ying Ding 0001, Jie Lu 0001, Yi Zhang 0095. 8765-8768 [doi]
• Causal Pre-training Under the Fairness Lens: An Empirical Study of TabPFNQinyi Liu, Mohammad Khalil, Naman Goel. 8769-8772 [doi]
• STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted FusionShui-Hsiang Hsu, Tsung-Hsiang Chou, Chen-Jui Yu, Yao-Chung Fan. 8773-8776 [doi]
• ULoR: Uncertainty-Aware Leave-One-Out Refinement Framework for Diagnosis PredictionJie Zhang 0166, Wanzi Shao, Yanchao Tan. 8777-8780 [doi]
• Lurkers, Interactors, Creators: Modeling Behavioral and Ideological Diversity on XCai Yang, Kokil Jaidka, Yphtach Lelkes, Subhayan Mukerjee. 8781-8784 [doi]
• Tabular Foundation Models are Strong Graph Anomaly DetectorsYunhui Liu 0002, Tieke He, Yongchao Liu 0004, Can Yi, Hong Jin, Chuntao Hong. 8785-8788 [doi]
• Weighted Reservoir Sampling with Replacement from Data StreamsAdriano Meligrana, Adriano Fazzone. 8789-8792 [doi]
• Multi-field Balance-aware Calibration of Predictions in Online AdvertisingZi-Kang Wang, Lei Gong, Shu-Ting Shi, Lan-Zhe Guo, Muyu Zhang. 8793-8796 [doi]
• The Chatbot Knows It's You: Dialogue Attribution in Unauthenticated Human-LLM SessionsWenxuan Wang, Zirui Liu, Haoxuan Kou, Xuefeng Liu 0001, Jiaxing Shen. 8797-8807 [doi]
• Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility DataYuanyi You, Yunke Zhang, Yong Li 0008. 8808-8817 [doi]
• Audit?of?Audits for the Web: Bayesian Meta?Evaluation that Yields Interval?Valued, Threshold?Aligned Fairness ClaimsDandan Liu, Aznul Qalid Md Sabri, Lihu Pan 0001, Guangrui Fan. 8818-8829 [doi]
• Credit and Power Co-evolution Modeling with Dynamic Graph LearningWenhao Ying, Peng Zhu 0002, Mingzhe Li, Ziyan Wang, Dawei Cheng. 8830-8839 [doi]
• Energy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation ModelsWentao Gao, Xiaojing Du, Xiongren Chen, Yifan Guo, Andres Mauricio Cifuentes Bernal, Renqiang Luo, Ziqi Xu 0001. 8840-8850 [doi]
• Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model AgentsHaorui He, Yupeng Li 0001, Dacheng Wen, Yang Chen 0001, Reynold Cheng, Donglong Chen, Francis C. M. Lau 0001. 8851-8861 [doi]
• Egocentric Co-Pilot: Web-Native Smart-Glasses Agents for Assistive Egocentric AISicheng Yang, Yukai Huang, Weitong Cai, Shitong Sun, Fengyi Fang, You He, Yiqiao Xie, Jiankang deng, Hang Zhang, Jifei Song, Zhensong Zhang. 8862-8873 [doi]
• BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model UnlearningPengyang Shao, Naixin Zhai, Lei Chen 0051, Yonghui Yang 0001, Fengbin Zhu, Xun Yang 0001, Meng Wang 0001. 8874-8884 [doi]
• Consensus Stability of Community Notes on XYuwei Chuai, Gabriele Lenzini, Nicolas Pröllochs. 8885-8896 [doi]
• StreamSense: Streaming Social Task Detection with Selective Vision-Language Model RoutingHan Wang 0053, Deyi Ji, Lanyun Zhu, Jiebo Luo 0001, Roy Ka-Wei Lee. 8897-8906 [doi]
• Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web DataLiping Huang, Gaoxi Xiao, Stefan Ma, Hechang Chen, Shisong Tang, Flora D. Salim. 8907-8915 [doi]
• Invisible Walls in Cities: Designing LLM Agent to Predict Urban Segregation Experience with Social Media ContentBingbing Fan, Lin Chen 0002, Songwei Li, Jian Yuan, Fengli Xu, Pan Hui 0001, Yong Li 0008. 8916-8926 [doi]
• ReRule: Temporal Rule-Augmented Language Modeling for Causal Event Chain CompletionWei Zhang, Shufeng Hao, Chongyang Shi 0001, Usman Naseem, Jinyan Liu, Ziyu Li. 8927-8938 [doi]
• Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded RankingXinyu Lin 0001, Pengyuan Liu, Wenjie Wang 0007, Yicheng Hu, Chen Xu 0010, Fuli Feng, Qifan Wang 0001, Tat-Seng Chua. 8939-8949 [doi]
• FUSED: Toward Federated Multimodal Retrieval across Sovereign Data DomainsChi Xu 0004, Jiaxing Li 0006, Mengdi Jin, William I. Atlas, Mark A. Spoljaric, Edith C. H. Ngai, Jiangchuan Liu. 8950-8960 [doi]
• From Words to Worlds: Measuring Cultural Narrative Bias in LLMs via a Structural-Value PipelineFangjian Shen, Yifan Zeng, Dechen Lyu, Wushao Wen. 8961-8972 [doi]
• Concept Relationship Embedding-Based Interactive Web Application for Explainable Medical DiagnosisLei Zhao 0013, Xingguo Lv, Qika Lin, Kaize Shi, Xiaoming Qi, Bin Pu, Kenli Li 0001. 8973-8983 [doi]
• Communication-Efficient Federated Learning for Post-Flood Risk Assessment Using UAV SwarmsYongkang Zhao, Hailin Feng, Tingting Wang 0006, Thippa Reddy Gadekallu, Kai Fang 0001, Wei Wang 0077. 8984-8994 [doi]
• Bridging Cognitive Neuroscience and Graph Intelligence: Hippocampus-Inspired Multi-View Hypergraph Learning for Web Finance FraudRongkun Cui, Nana Zhang, Kun Zhu 0024, Qi Zhang 0020. 8995-9005 [doi]
• Fairer AI Carbon Accounting: Incorporating Market-based Attribution and Uncertainty in Embodied and Operational Carbon FootprintXiaoyang Zhang 0002, Yang Deng 0004, Fang He 0001, Dan Wang 0002. 9006-9014 [doi]
• Toward Green Computing: General Carbon Intensity Forecasting via Dual Graph Empowered Time Series Foundation ModelXiaoyang Zhang 0002, Taiqi Zhou, Fang He 0001, Yang Deng 0004, Dan Wang 0002. 9015-9023 [doi]
• MultiHateLoc: Towards Temporal Localisation of Multimodal Hate Content in Online VideosQiyue Sun, Tailin Chen, Yinghui Zhang, Yuchen Zhang, Jiangbei Yue, Jianbo Jiao, Zeyu Fu. 9024-9032 [doi]
• Boosting Large Language Models for Mental Manipulation Detection via Data Augmentation and DistillationYuansheng Gao, Peng Gao, Han Bao, Bin Li, Jixiang Luo, Zonghui Wang, Wenzhi Chen. 9033-9043 [doi]
• Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak ForecastingJing Du 0003, Haley Stone, Yang Yang 0001, Ashna Desai, Hao Xue 0001, Andreas Züfle, C. Raina MacIntyre, Flora D. Salim. 9044-9055 [doi]
• Spiking Graph Predictive Coding for Reliable OOD GeneralizationJing Ren 0001, Jiapeng Du, Bowen Li 0012, Ziqi Xu 0001, Xin Zheng, Hong Jia, Suyu Ma, Xiwei Xu 0001, Feng Xia 0001. 9056-9067 [doi]
• HCSL: Rumor Detection by Integrating Intra-Sample Curriculum Learning and Hierarchical Semantic LearningPing Liu, Hui Song, Shufeng Hao, Xiaoning Hao, Zexu Zhang, Usman Naseem. 9068-9078 [doi]
• Dynamic Min-Max Multi-Dimensional Reinforcement Backdoor Attacks and Orchestrated Closed-Loop Defense in Fairness-Aware Web Federated FinanceRuixiao Zhu, Kun Zhu 0024, Nana Zhang, Qi Zhang 0020, Changjun Jiang 0002. 9079-9089 [doi]
• Trust in One Round: Confidence Estimation for Large Language Models via Structural SignalsPengyue Yang, Jiawen Wen, Haolin Jin, Linghan Huang, Huaming Chen, Ling Chen. 9090-9100 [doi]
• SAGE: Sustainable Agent-Guided Expert-tuning for Culturally Attuned Translation in Low-Resource Southeast AsiaZhixiang Lu, Chong Zhang 0006, Yulong Li 0002, Angelos Stefanidis, Anh Nguyen 0003, Imran Razzak, Jionglong Su, Zhengyong Jiang. 9101-9112 [doi]
• Community Fact-Checks Do Not Break Follower LoyaltyMichelle Bobek, Nicolas Pröllochs. 9113-9124 [doi]
• EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible AgentsLinxiao Li, Zhixiang Lu. 9125-9135 [doi]
• TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological CounselingHe Hu 0008, Chiyuan Ma, Qianning Wang, Lin Liu 0016, Yucheng Zhou 0001, Laizhong Cui, Fei Ma 0006, Qi Tian 0001. 9136-9147 [doi]
• GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text ClassificationYubo Wang 0006, Haoyang Li 0002, Fei Teng, Lei Chen 0002. 9148-9159 [doi]
• Think Then Recommend: An LLM-Powered Multi-Agent Framework for Personalized Conversational Recommender System in E-CommerceYuankun Zu, Xiangyu Cai, Chuchu Yu, Hao Peng, Jia Duan, Long Chen, Kunyao Wang, Zehua Zhang 0005, Changping Peng, Zhangang Lin, Ching Law. 9160-9168 [doi]
• (Mis-)Informed Consent: Predatory Apps and the Exploitation of Populations with Limited LiteracyMuhammad Muneeb Pervez, Muhammad Qasim Atiq Ullah, Ibrahim Ahmed Khan, Roshnik Rahat, Muhammad Fareed Zaffar, Rashid Tahir, Talal Rahwan, Yasir Zaki. 9169-9179 [doi]
• Understanding the Consequences of VTuber ReincarnationYiluo Wei, Gareth Tyson. 9180-9190 [doi]
• CEAT: Context-Emotion Adversarial Training Framework for Robust Emotion-Driven Fraud DetectionChaoqun Li, Si Wu 0003, Yijun Lu, Yuyin Ma, Jinyao Liu, Dingyi Jia, Mingda Han, Feng Li 0002, Pengfei Hu 0001. 9191-9199 [doi]
• Sustainable and Responsible ECG-Based AI Diagnostics: Masked Frequency Reconstruction with Peak-Aware TransformersWei Wang 0077, Jian Chen 0011, Junxin Chen 0001, Zeling Xu, Yuntao Zou, Henry H. Y. Tong. 9200-9210 [doi]
• Online GPU Energy Optimization with Switching-Aware BanditsXiongxiao Xu, Solomon Abera Bekele, Brice Videau, Kai Shu. 9211-9219 [doi]
• Accurate Trajectory Recovery in Underserved Areas via Location Inference from Web Crowdsourced DataTangwei Ye, Liang Hu 0004, Zhongyuan Lai, Qi Zhang 0020, Yiming Wu, Jiaxing Miao, Yijun Yang, Kun Yi 0001. 9220-9229 [doi]
• Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement LearningJiahao Yuan, Zhiqing Cui, Hanqing Wang, Yuansheng Gao, Yucheng Zhou 0001, Usman Naseem. 9230-9240 [doi]
• Language-Guided Game-Theoretic Fairness in Web-Enabled Energy NetworksHao Wu, Yuhua Li 0003, Yuntao Zou, Qianqi Zhang, Ruixuan Li 0001, Zeling Xu, Wei Wang 0395. 9241-9251 [doi]
• How Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & LatencyWeizheng Wang 0001, Qipeng Xie, Shiyu Wang 0001, Qingqing Ye 0001, Kaishun Wu, Haibo Hu 0001. 9252-9262 [doi]
• HAAF: Hierarchical Adaptation and Alignment of Foundation Models for Few-Shot Pathology Anomaly DetectionChunze Yang, WenJie Zhao, Yue Tang, Junbo Lu, Jiusong Ge, Qidong Liu 0008, Zeyu Gao, Chen Li. 9263-9274 [doi]
• When to Invoke: Refining LLM Fairness with Toxicity AssessmentJing Ren 0001, Bowen Li 0012, Ziqi Xu 0001, Renqiang Luo, Shuo Yu 0001, Xin Ye 0004, Haytham Fayek, Xiaodong Li, Feng Xia 0001. 9275-9285 [doi]
• Green Industrial Engineering on the Web: Agent-Driven Ant Colony Optimization Tuning for Energy-Efficient 3D Pipe RoutingXuanhan Fan, Rui Ding, Haojie Liu, Jibin Zhou, Han Liu 0008, Yuanman Li, Wei Wang 0077, Mao Ye. 9286-9296 [doi]
• XInsight: Integrative Stage-Consistent Psychological Counseling Support Agents for Digital Well-BeingFei Wang 0073, Jiangnan Yang, Junjie Chen, Yuxin Liu, Kun Li 0008, Yanyan Wei, Dan Guo 0001, Meng Wang 0001. 9297-9308 [doi]
• Towards Glaucoma Screening in Decentralized Clinics: A Dynamic Expert-Assisted Domain-Incremental ApproachChenglong Fu, Jian Yao 0005, Pengjiang Qian, Weiwei Fu, Chuang Wang 0011, Guisong Yang. 9309-9317 [doi]
• S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian DistributionsWenhui Wu, Tiancheng Zhang 0001, Hengyu Liu 0001, Lun Du, Zikai Li, Mingxing Shao, Minghe Yu 0001, Yifang Yin, Ge Yu 0001. 9318-9329 [doi]
• AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information MinimizationAoqi Wu, Junming Liu, Yuwei Zhang, Weiquan Huang, Liang Hu 0004, Yifan Yang, Qi Zhang 0020, Jiaxing Miao, Yuhan Tang, Zhongyuan Lai. 9330-9340 [doi]
• TravelReasoner: Leveraging Large Reasoning Models to Address Mobility Data GapPeijie Liu 0001, Fengli Xu, Yong Li 0008. 9341-9351 [doi]
• CompTox Ontology: Leveraging Knowledge Graphs for PFAS Monitoring and Decision-MakingYinglun Zhang, Sonia Moavenzadeh, Jarrar Amjad, Onur Apul, Adrita Barua, Fatih Evrendilek, Torsten Hahmann, Ganga Hettiarachchi, Pascal Hitzler, David K. Kedrowski, Vasu Kilaru, Prayas Lashkari, Katrina Schweikert, Antony J. Williams, Hande Mcginty. 9352-9360 [doi]
• IndicAG: An Explainable Agentic Framework for Indic-Multilingual Multidimensional Aggression DetectionSwapnil Mane, Rajesh Sharma 0002, Suman Kundu. 9361-9372 [doi]
• Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question AnsweringYaokun Liu, Yifan Liu 0019, Phoebe Mbuvi, Zelin Li 0002, Ruichen Yao, Gawon Lim, Dong Wang 0002. 9373-9384 [doi]
• Intelli-Planner: Towards Customized Urban Planning via Large Language Model Empowered Reinforcement LearningXixian Yong, Peilin Sun, Zihe Wang, Xiao Zhou 0005. 9385-9396 [doi]
• GreenTune: Energy-Efficient Low-Rank Tuning of LLMs with ThreeE Evaluation under 4-/8-bit QuantizationXingrao Ma, Zongxi Li, Chengzu Dong, Kai Fang, Di Shao. 9397-9408 [doi]
• Belief-Driven Multi-Agent Collaboration via Approximate Perfect Bayesian Equilibrium for Social SimulationWeiwei Fang, Lin Li 0001, Kaize Shi, Yu Yang 0012, Jianwei Zhang 0002. 9409-9420 [doi]
• DAPWeb: Construct-Aligned Evaluation of MLLMs for Web-Based Child Mental ScreeningRui Guo, Fengyi Wang, Ling-Yu Lin, Guolong Wang 0001. 9421-9430 [doi]
• STPWR: A Spatiotemporal Prediction-based Worker Pre-Recruitment Framework for Mobile Crowd SensingGuisong Yang, Yuchen Yang, Yunbo Shen, Xingyu He, Jianheng Tang 0001, Yunhuai Liu, Chengji Xu. 9431-9441 [doi]
• FairGU: Fairness-aware Graph Unlearning in Social NetworksRenqiang Luo, Yongshuai Yang, Huafei Huang 0001, Qing Qing, Mingliang Hou, Ziqi Xu 0001, Yi Yu, Jingjing Zhou, Feng Xia 0001. 9442-9451 [doi]
• Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social MediaThi-Huyen Nguyen, Koustav Rudra, Wolfgang Nejdl. 9452-9462 [doi]
• Enhancing Rare Event Detection via Counterfactual Generation with Exogenous VariablesLili Tian, Dehui Du, Yikang Chen. 9463-9472 [doi]
• Longitudinal Trends in Global Climate Change Discourse on FacebookMd. Rafiul Biswas, Mabrouka Bessghaier, Shimaa Ibrahim, George K. Mikros, Wajdi Zaghouani. 9473-9481 [doi]
• Mitigating Fine-tuning Bias: A Parameter-Efficient Debiasing Framework for Large Language ModelsQiuyu Li, Kun Zhang 0015, Le Wu, Hao Liu 0078, Hefei Xu, Xin Li 0064, Si Wei. 9482-9493 [doi]
• Cross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User ModelingXuankai Yang 0001, Yan Wang 0002, Jiajie Zhu 0001, Pengfei Ding 0001, Hongyang Liu, Xiuzhen Zhang 0001, Huan Liu 0001. 9494-9505 [doi]
• K&L: Penetrating Backdoor Defense with Key and LocksXinyi Wang 0005, Jiayu Zhang 0001, Zhiyu Zhu, Zhibo Jin, Dong Yuan 0001, Huaming Chen. 9506-9516 [doi]
• MultiCheck: Strengthening Web Trust with Unified Multimodal Fact VerificationAditya Kishore, Gaurav Kumar 0003, Jasabanta Patro. 9517-9528 [doi]
• coTherapist: A Behavior-Aligned Small Language Model Framework to Support Mental Healthcare ExpertsProttay Kumar Adhikary, Reena Rawat, Tanmoy Chakraborty 0002. 9529-9540 [doi]
• SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial AttackHan Liu 0008, Zhi Xu 0008, Xiaotong Zhang 0003, Feng Zhang 0027, Xiaoming Xu 0003, Wei Wang 0077, Fenglong Ma, Hong Yu 0005. 9541-9550 [doi]
• Route-and-Reason: Energy-Efficient Scaling of LLM Reasoning via Reinforced Model RoutingChenyang Shao, Xinyang Liu, Yutang Lin, Fengli Xu, Yong Li 0008. 9551-9562 [doi]
• Fair and Carbon-Aware LLM Routing for Web ServicesTingting Li 0004, Ziming Zhao 0008, Zhaoxuan Li, Xiaofei Yue, Jiongchi Yu. 9563-9571 [doi]
• GRAND: A Robust Diffusion Framework for Multi-Granularity Graph Anomaly Detection in Web PlatformsMaolin Wang 0001, Beining Bao, Hongyu Chen, Zichun Liu, Lang Fu, Jun Chu, Langzhang Liang, Zenglin Xu. 9572-9580 [doi]
• Safeguarding Children at Scale: Cost-Effective Multimodal LLM Detection of Inappropriate YouTube AdvertisingEman Nabeel, Haleema Jamil, Shizza Asher, Zaeem Mohtashim Khan, Nida Tanveer, Ihsan Ayyub Qazi, Zafar Ayyub Qazi. 9581-9592 [doi]
• FairFRL: Fairness-aware Federated Representation Learning for Cross-domain Sequential RecommendationTao Tang 0007, Mujie Liu, Botao Liu, Wei Du, Liping Chen, Xinrui Cheng, Jiaxin Du, Xiangjie Kong 0001. 9593-9603 [doi]
• When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMsBaiyu Chen, Benjamin Tag, Hao Xue 0001, Daniel Angus, Flora Salim. 9604-9615 [doi]
• Fine-Grained Traceability for Transparent ML PipelinesLiping Chen, Mujie Liu, Haytham Fayek. 9616-9624 [doi]
• WED-Net: A Weather-Effect Disentanglement Network with Causal Augmentation for Urban Flow PredictionQian Hong, Siyuan Chang, Xiao Zhou. 9625-9633 [doi]
• SMART: A Social Movement Analysis & Reasoning Tool with Case Studies on #MeToo and #BlackLivesMatterValerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian. 9634-9644 [doi]
• EmeraldMind: A Knowledge Graph-Augmented Framework for Greenwashing DetectionGeorgios Kaoukis, Ioannis Aris Koufopoulos, Eleni Psaroudaki, Danae Pla Karidi, Evaggelia Pitoura, George Papastefanatos, Panayiotis Tsaparas. 9645-9655 [doi]
• Multimodal Spatiotemporal Forecasting of Deepfake Propagation on Social MediaSeoyoon Jeong, Jeeeun Kim, S. Shyam Sundar, Jinyoung Han. 9656-9664 [doi]
• LEAP: LLM-Enhanced E-commerce Demand Prediction under Emergent EventsShuxin Zhong, Hongyu Lin, Yan Fang, Jun Chen 0005, Kaishun Wu. 9665-9674 [doi]
• Towards Fair Large Language Model-based Recommender Systems without Costly RetrainingJin Li 0028, Huilin Gu, Shoujin Wang, Qi Zhang 0020, Shui Yu 0001, Chen Wang 0008, Xiwei Xu 0001, Fang Chen 0001. 9675-9686 [doi]
• LLM Use for Mental Health: Crowdsourcing Users' Sentiment-based Perspectives and Values from Social DiscussionsLingyao Li, Xiaoshan Huang, Renkai Ma, Ben Zefeng Zhang, Haolun Wu, Fan Yang 0121, Chen Chen 0070. 9687-9698 [doi]
• VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language ModelsHefei Xu, Le Wu, Yu Wang 0201, Min Hou 0004, Han Wu 0002, Zhen Zhang 0070, Meng Wang 0002. 9699-9710 [doi]
• Bowling with ChatGPT: On the Evolving User Interactions with Conversational AI SystemsSai Keerthana Karnam, Abhisek Dash, Krishna P. Gummadi, Animesh Mukherjee 0001, Ingmar Weber, Savvas Zannettou. 9711-9721 [doi]
• AlignCP: Noise-Aware Preference Alignment for LLMs via Confidence and Polarity ReweightingChen Cheng, Hefei Xu, Le Wu. 9722-9732 [doi]
• 'They've Stolen My GPL-Licensed Model!': Toward Standardized and Transparent Model LicensingMoming Duan, Rui Zhao 0009, Linshan Jiang, Nigel Shadbolt, Bingsheng He. 9733-9744 [doi]
• COMA: A Collaborative Multi-Role Agent Framework for Automated Lesson Plan GenerationXiaoli Zeng, Ying Zheng 0010, Shuyan Huang, Zitao Liu 0001, Mi Tian 0008, Mingliang Hou, Jiaqi Zheng 0012, Wenzhou Dou. 9745-9756 [doi]
• Modeling Multimodal Information Cascade on Social Media with Interpretable Mixture of ExpertsXin Jing 0003, Zeyu Shi, Zhangtao Cheng, Yichen Jing, Yuhuan Lu, Bangchao Deng, Dingqi Yang. 9757-9767 [doi]
• From Insight to Intervention: Interpretable Neuron Steering for Controlling Popularity Bias in Recommender SystemsParviz Ahmadov, Masoud Mansoury. 9768-9778 [doi]
• RegimeGuard: Continual Learning Queue Scheduling for Socially Critical Web ServicesZhiPeng Liu, Ziming Zhao 0008, Fan Zhang 0010. 9779-9787 [doi]
• From Native Memes to Global Moderation: Cross-Cultural Evaluation of Vision-Language Models for Hateful Meme DetectionMo Wang, Kaixuan Ren, Pratik Jalan, Ahmed Ashraf, Tuong Vy Vu, Rahul Seetharaman, Shah Nawaz, Usman Naseem. 9788-9799 [doi]
• AgriGPT-Omni: A Unified Speech-Vision-Text Framework for Multilingual Agricultural IntelligenceBo Yang, Lanfei Feng, Yunkui Chen, Yu Zhang, Jianyu Zhang 0001, Xiao Xu, Nueraili Aierken, Shijian Li. 9800-9810 [doi]
• Unleashing the Recommendation Power of Large Language Model via Progressive Best Subset SelectionYicheng Di. 9811-9822 [doi]
• Enhancing Content Moderation with LLMs: A Reddit Case Study on Evaluating and Refining Human DecisionsJiahui He 0001, Yiluo Wei, Gareth Tyson. 9823-9834 [doi]