Table of Contents

• VaLUH: Fast Algorithms for the Configuration Model of Vertex-Labeled Undirected HypergraphsMaryam Abuissa, Matteo Riondato. 1-12 [doi]
• Non-overlapped Frequency based Episode Significance under Markov Null ModelsAvinash Achar, Santhosh B. Gandreti, Subbayya Sastry Pidaparthy. 13-24 [doi]
• Enriching Semantic Profiles into Knowledge Graph for Recommender Systems Using Large Language ModelsSeokho Ahn, Sungbok Shin, Young-Duk Seo. 25-36 [doi]
• DCFO: Density-Based Counterfactuals for OutliersTommaso Amico, Pernille Matthews, Lena Krieger 0001, Arthur Zimek, Ira Assent. 37-48 [doi]
• MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and FeedbackShihao Cai, Chongming Gao, Haoyan Liu 0001, Wentao Shi 0002, Jianshan Sun, Ruiming Tang, Fuli Feng. 49-58 [doi]
• Two Heads Are Better Than One: Generalized Cross-Domain Federated Learning via Dual-PrototypeMingsheng Cao, Tianci Chen, Ming Hu 0003, Zhuang Qi, Yangguang Cui, Junlong Zhou, Xiaofei Xie. 59-70 [doi]
• BiCD: Learning Conditional Dependence for Continuous Dataset Shift in RegressionHongrui Chen, Yiming Zhai, Mingjun Pan, You-Wei Luo. 71-81 [doi]
• Rethinking Temporal Knowledge Graph Representation Learning: From Entities to Evolutionary Event-Centric ClustersQian Chen, Ling Chen. 82-93 [doi]
• KFTD: Koopman-Fourier Time-Differentiable Network for Continuous Ocean Spatiotemporal ForecastingQinghui Chen, Zekai Zhang, Hailong Liu, Jinglin Zhang 0001, Cong Bai. 94-103 [doi]
• Physics-enhanced Neural Operator: An Application in Simulating Turbulent TransportShengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia. 104-115 [doi]
• Towards A Tri-View Diffusion Framework for RecommendationXiming Chen 0002, Pui Ieng Lei, Yijun Sheng, Yanyan Liu 0003, Zhiguo Gong. 116-127 [doi]
• Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text AlignmentYatong Chen 0001, Chenzhi Hu, Bowen He, Ruijie Wang 0004, Xiaomin Ouyang, Shengzhong Liu, Jianxin Li 0002, Fan Wu 0006, Guihai Chen. 128-139 [doi]
• Faico: Faithful and Complete Knowledge Graph Augmented ReasoningGuo Cheng, Kangfei Zhao, Ke Ye, Pengpeng Qiao, Zhiwei Zhang 0002, Saiguang Che, Shaonan Ma, Mingxing Zhang. 140-151 [doi]
• Improving Heterogeneous Graph Contrastive Learning Robustness via Hierarchical Vulnerability ProtectionJinhao Cui, Chaoyang Li, Jianyang Qin, Lingzhi Wang 0001, Cuiyun Gao 0001, Qing Liao 0001. 152-163 [doi]
• k-System Constraints in Parallel: A Trifecta of Approximation, Adaptivity, and Query ComplexityShuang Cui, Yu-e Sun, He Huang 0001. 164-175 [doi]
• Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement LearningChenhao Dang, Jing Ma, Mingjie Liao. 176-187 [doi]
• Effective and Robust Multimodal Medical Image AnalysisJoy Dhar, Nayyar Zaidi, Maryam Haghighat. 188-199 [doi]
• Few-shot Multimodal Anomaly Detection via Dynamic Intra-modal Sparsity Attention and Quality-aware Cross-modal Fusion in Microservice SystemKaiqi Ding, Zijian Song 0001, Kaigui Bian. 200-210 [doi]
• Certified Defense on the Fairness of Graph Neural NetworksYushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li. 211-220 [doi]
• Revisiting Redundancy in Diffusion Transformers: A Temporal-Spatial Joint Caching Strategy for Efficient SamplingChenxi Du, Yongheng Deng, Ju Ren 0001, Yaoxue Zhang. 221-230 [doi]
• Reinforcement Speculative Decoding for Fast RankingYingpeng Du, Tianjun Wei, Zhu Sun 0001, Jie Zhang 0002, Xun Jiang. 231-242 [doi]
• Incident-Guided Spatiotemporal Traffic ForecastingLixiang Fan, Bohao Li 0001, Tao Zou 0003, Junchen Ye, Bowen Du 0001. 243-254 [doi]
• PBSketch: Finding Periodic Burst Items in Data StreamsZhuochen Fan, Zhongxian Liang, Zirui Liu 0002, Dayu Wang, Dong Wen 0004, Wenjun Li 0004, Tong Yang 0003, Yuzhou Liu, Weizhe Zhang. 255-266 [doi]
• The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor AttacksZhou Feng, Jiahao Chen, Chunyi Zhou 0001, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji. 267-278 [doi]
• Fast Vector Quantization Algorithm for ScaNNYasuhiro Fujiwara, Ángel López García-Arias, Yasutoshi Ida, Atsutoshi Kumagai, Masahiro Nakano, Makoto Nakatsuji, Akisato Kimura. 279-290 [doi]
• Tokenizing 3D Molecule Structure with Quantized Spherical CoordinatesKaiyuan Gao, Yusong Wang, Haoxiang Guan, Zun Wang, Qizhi Pei, John E. Hopcroft, Kun He 0001, Lijun Wu 0003. 291-301 [doi]
• Countering Overfitting with Counterfactual ExamplesFlavio Giorgi, Fabiano Veglianti, Fabrizio Silvestri, Gabriele Tolomei. 302-313 [doi]
• Scalable Graph Condensation with Evolving CapabilitiesShengbo Gong, Mohammad Hashemi, Juntong Ni, Carl Yang 0001, Wei Jin 0009. 314-323 [doi]
• Malicious Domain Detection on Out-of-Distribution Gray Data through Graph Contrastive Learning with Structure AggregationHongjie Gu, Daojing He, Xun Zhou 0001. 324-335 [doi]
• SIGHP: Scalable Information-Guided Hypergraph PartitionerHuhao Guan, Zezhong Ding, Ao Ke, Xike Xie, S. Kevin Zhou. 336-347 [doi]
• PilotANN: Memory-Bounded GPU Acceleration for Vector SearchYuntao Gui, Peiqi Yin, Xiao Yan, Chaorui Zhang, Weixi Zhang, James Cheng. 348-358 [doi]
• Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid DiffusionBaoshen Guo, Zhiqing Hong, Junyi Li, Shenhao Wang, Jinhua Zhao 0001. 359-370 [doi]
• Mining Intrinsic Rewards from LLM Hidden States for Efficient Best-of-N SamplingJizhou Guo, Zhaomin Wu, Hanchen Yang 0002, Philip S. Yu. 371-382 [doi]
• DSPIGCN: Dual-stream Physics-informed Graph Convolutional Network for Reliable Pedestrian Trajectory PredictionRunkang Guo, Bin Chen 0003, Zhengqiu Zhu, Chen Gao 0001, Yong Zhao, Quanjun Yin. 383-394 [doi]
• Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning ProtocolsLongzhu He, Chaozhuo Li, Peng Tang 0002, Li Sun 0008, Sen Su, Philip S. Yu. 395-406 [doi]
• MFC: Mixed Federated Clustering based on Cross-modal Feature DecouplingXiaxia He, Boyue Wang, Junbin Gao, Yongli Hu, Baocai Yin. 407-415 [doi]
• Graph Defense Diffusion ModelXin He 0003, Wenqi Fan, Yili Wang 0004, Chengyi Liu 0001, Rui Miao 0003, Xin Juan, Xin Wang 0035. 416-427 [doi]
• PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid SynthesisXinyu He 0003, Chenhan Xiao, Haoran Li 0005, Ruizhong Qiu, Zhe Xu 0007, Yang Weng, Jingrui He, Hanghang Tong. 428-439 [doi]
• Continuous-Time Counterfactual Quantile Learning for Risk-Sensitive Policy OptimizationYi He, Anpeng Wu, Ruoxuan Xiong, Yingrong Wang, Kun Kuang 0001. 440-451 [doi]
• TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized AssistantRongpei Hong, Jian Lang, Ting Zhong, Yong Wang 0046, Fan Zhou 0002. 452-463 [doi]
• PSQE: A Theoretical-Practical Approach to Pseudo Seed Quality Enhancement for Unsupervised Multimodal Entity AlignmentYunpeng Hong, Chenyang Bu, Jie Zhang, Yi He 0007, Di Wu 0056, Xindong Wu 0001. 464-475 [doi]
• How to Train Your Mamba for Time Series ForecastingJiaxi Hu, Disen Lan, Ziyu Zhou 0003, Gefeng Luo, Qingsong Wen, Yuxuan Liang 0002. 476-485 [doi]
• Stein-type Estimator Assisted by DynamicsShanfeng Hu, Nauman Aslam. 486-497 [doi]
• Accelerating Storage-based Training for Graph Neural NetworksMyung-Hwan Jang, Jeong-Min Park, Yunyong Ko, Sang-Wook Kim. 498-507 [doi]
• Self-Enhanced Density Clustering for High Dimension and Low Sample Size DataBingbing Jiang 0001, Zhongli Wang 0001, Jie Yang 0052, Guangkui Xu, Wei Chen, Chenglong Zhang, Xinyan Liang, Peng Zhou 0006, Weiguo Sheng 0001, Weiping Ding 0001. 508-519 [doi]
• CAVIAR: Disentangling Root Causes with an ICA-based VAE for Large-Scale Microservice SystemsXinrui Jiang 0001, Tingzhu Bi, Meng Ma 0001, Ping Wang 0003. 520-531 [doi]
• Adversarial Signed Graph Learning with Differential PrivacyHaobin Ke, Sen Zhang 0002, Qingqing Ye 0001, Xun Ran, Haibo Hu 0001. 532-543 [doi]
• ABLE: Using Adversarial Pairs to Construct Local Models for Explaining Model PredictionsKrishna Khadka, Sunny Shree, Pujan Budhathoki, Yu Lei 0001, Raghu Kacker, D. Richard Kuhn. 544-553 [doi]
• MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential RecommendationHyunsoo Kim, Jaewan Moon, Seongmin Park 0002, Jongwuk Lee. 554-565 [doi]
• GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental LearningMinsu Kim 0006, Seonghyeon Hwang, Steven Euijong Whang. 566-575 [doi]
• BSP k-MeansSebastian Künzel, Daniel Weiskopf. 576-587 [doi]
• From Shallow Humor to Metaphor: Towards Label-Free Harmful Meme Detection via LMM Agent Self-ImprovementJian Lang, Rongpei Hong, Ting Zhong, Leiting Chen, Qiang Gao 0003, Fan Zhou 0002. 588-599 [doi]
• Nip Rumors in the Bud: Retrieval-Guided Topic-Level Adaptation for Test-Time Fake News Video DetectionJian Lang, Rongpei Hong, Ting Zhong, Yong Wang 0046, Fan Zhou 0002. 600-611 [doi]
• Offline Behavioral Data SelectionShiye Lei, Zhihao Cheng, Dacheng Tao. 612-620 [doi]
• HumanLLM: Towards Personalized Understanding and Simulation of Human NatureYuxuan Lei, Tianfu Wang 0002, Jianxun Lian, Zhengyu Hu, Defu Lian, Xing Xie 0001. 621-632 [doi]
• Multi-Modal Representation for Spatially Resolved Transcriptomics Based on Global Correlation and Dynamic Cluster DiscoveryChuanxiu Li, Shengwu Xiong 0001, Zhenyu Xiong, Mingxi Sun, Qixiang Zou, Yi Rong. 633-644 [doi]
• Efficiently Learning Branching Networks for Multitask Algorithmic ReasoningDongyue Li, Zhenshuo Zhang, Minxuan Duan, Edgar Dobriban, Hongyang R. Zhang. 645-656 [doi]
• Vertical Federated K-Means for Multi-View Data Guided by a K-Means Cost Bound after ProjectionFeijiang Li, Jinhao Jiang, Jieting Wang, Liang Du 0003, Yuhua Qian. 657-668 [doi]
• Neural Predictive Control to Coordinate Discrete- and Continuous-Time Models for Time-Series Analysis with Control-Theoretical ImprovementsHaoran Li 0005, Muhao Guo, Yang Weng, Hanghang Tong. 669-680 [doi]
• FCN: Fusing Exponential and Linear Cross Network for Click-Through Rate PredictionHonghao Li, Yiwen Zhang 0001, Yi Zhang 0103, Hanwei Li, Lei Sang 0001, Jieming Zhu. 681-691 [doi]
• IRG: Modular Synthetic Relational Database Generation with Complex Relational SchemasJiayu Li, Zilong Zhao 0001, Milad Abdollahzadeh, Biplab Sikdar 0001, Y. C. Tay. 692-703 [doi]
• CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual LearningMingyuan Li 0006, Chunyu Liu, Zhuojun Li, Xiao Liu 0037, Guangsheng Yu, Bo Du 0004, Jun Shen 0001, Qiang Wu 0010. 704-713 [doi]
• Self-Guided Diffusion Model for Accelerating Computational Fluid DynamicsRuoyan Li, Zijie Huang 0002, Haixin Wang 0003, Guancheng Wan, Yizhou Sun, Wei Wang 0010. 714-723 [doi]
• FedKDMR: Robust Federated Learning via Joint Knowledge Distillation & Model RecombinationWenhao Li 0004, Christos Anagnostopoulos 0001, Shameem A Puthiya Parambath, Kevin Bryson 0001. 724-735 [doi]
• Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy EnhancementXujia Li, Beirong Cui, Junyu Huang, Lei Chen. 736-747 [doi]
• Multi-View Urban Region Embedding via Commonality-Specificity DisentanglementZechen Li 0003, Hongwei Jia, Kai Zhao 0011, Weiming Huang 0001, Meng Chen 0003. 748-758 [doi]
• ZRing: A Dynamic Sketch for Weighted Cardinality Estimation in Data StreamsZhicheng Li 0007, Pinghui Wang, Qiheng Song, Rundong Li 0002, Tong Yang 0003, Qun Huang 0001. 759-770 [doi]
• M2NO: An Efficient Multi-Resolution Operator Framework for Dynamic Multi-Scale PDE SolversZhihao Li 0004, Zhilu Lai, Xiaobo Zhang, Wei Wang 0011. 771-782 [doi]
• Accelerated Coordinate Descent for Directed Densest Subgraph DiscoveryLuocheng Liang, Yingli Zhou, Yixiang Fang. 783-794 [doi]
• InfoDCL: Informative Noise Enhanced Diffusion Based Contrastive LearningXufeng Liang, Zhida Qin, Chong Zhang, Tianyu Huang, Gangyi Ding. 795-806 [doi]
• Invariant Graph Transformer for Out-of-Distribution GeneralizationTianyin Liao, Ziwei Zhang 0001, Yufei Sun, Chunyu Hu, Jianxin Li 0002. 807-818 [doi]
• HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic TemplatingWeibin Liao, Jian-Guang Lou, Haoyi Xiong. 819-830 [doi]
• How Do Graph Signals Affect Recommendation: Unveiling the Mystery of Low and High-Frequency Graph SignalsFeng Liu, Hao Cang, Huanhuan Yuan, Jiaqing Fan, Yongjing Hao, Fuzhen Zhuang, Guanfeng Liu 0001, Pengpeng Zhao 0001. 831-842 [doi]
• RUQuant: Towards Refining Uniform Quantization for Large Language ModelsHan Liu 0008, Haotian Gao, Changya Li, Feng Zhang 0027, Xiaotong Zhang 0003, Wei Wang 0077, Hong Yu 0005. 843-854 [doi]
• When Deepfake Detection Meets Graph Neural Network: A Unified and Lightweight FrameworkHaoyu Liu 0001, Chaoyu Gong, Mengke He, Jiate Li, Kai Han, Siqiang Luo. 855-866 [doi]
• WARP: A Word-Level Backdoor Attack Targeting RAG Systems via Retrieval Corpus PoisoningHui Liu 0018, Yibo Zhou, Liguo Dong, Weidong Li, Shui Yu 0001. 867-878 [doi]
• Rethinking Popularity Bias in Collaborative Filtering via Analytical Vector DecompositionLingfeng Liu, Yixin Song, Dazhong Shen, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang 0086. 879-890 [doi]
• Wukong Framework for Not Safe For Work Detection in Text-to-Image SystemsMingrui Liu 0002, Sixiao Zhang, Cheng Long 0001. 891-902 [doi]
• Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?Shuo Liu, Di Yao 0001, Yan Lin 0006, Gao Cong, Jingping Bi. 903-914 [doi]
• Mixture of Meta-Policies for Cross-Environment Meta-Reinforcement LearningXinyu Liu, Qingyu Zeng, Chenwei Tang, Jiancheng Lv 0001. 915-926 [doi]
• Offline Policy Enhancement and Transfer by Combining Experimental and External One-Sided Treatment DataXueqing Liu, Qinwei Yang, Zhiyu Hao, Peng Wu. 927-936 [doi]
• Rethinking and Red-Teaming Protective Perturbation in Personalized Diffusion ModelsYixin Liu 0002, Ruoxi Chen, Xun Chen, Lichao Sun 0001. 937-948 [doi]
• UniLLM: A Unified Large Language Model for Multi?Modal Urban Dynamics PredictionYuhang Liu 0004, Yingxue Zhang 0002, Xin Zhang 0098, Yanhua Li, Jun Luo 0007. 949-960 [doi]
• Learning Hierarchical Knowledge in Text-Rich Networks with Taxonomy-Informed Representation LearningYunhui Liu 0002, Yongchao Liu 0004, Yinfeng Chen, Chuntao Hong, Tao Zheng 0005, Tieke He. 961-972 [doi]
• In-context Learning of Evolving Data Streams with Tabular Foundational ModelsAfonso Lourenço, João Gama 0001, Eric P. Xing, Goreti Marreiros. 973-982 [doi]
• Four-Cycle Counting in Low-Degeneracy Graph StreamsSebastian Lüderssen, Stefan Neumann 0003, Pan Peng 0001. 983-994 [doi]
• ESTIM: Efficient and Scalable Tensorial Incomplete Multi-view Semi-supervised ClassificationTingjin Luo, Xiangyao Li, Zhangqi Jiang, Shuanghui Zhang, Dewen Hu. 995-1006 [doi]
• CLASS: Deep Partial Label Feature Selection with Cluster-Guided Disambiguation and Structured SparsityTingjin Luo, Mengyuan Tong, Qingyang Shu, Yueying Liu, Hao Zhou 0029, Zhen Wang 0004. 1007-1018 [doi]
• Learning Guarantee of Reward Modeling Using Deep Neural NetworksYuanhang Luo, Yeheng Ge, Ruijian Han, Guohao Shen. 1019-1029 [doi]
• Awaken the Giant: Activating LLMs via Deep Model Guidance for Boundary-aware Medication RecommendationHang Lv 0010, Zixuan Guo, Yanchao Tan, Wanzi Shao, Hengyu Zhang 0005, Carl Yang 0001. 1030-1041 [doi]
• RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow ForecastingHaochen Lv 0001, Yan Lin 0006, Shengnan Guo 0001, Xiaowei Mao, Hong Nie, Letian Gong, Youfang Lin, Huaiyu Wan. 1042-1053 [doi]
• Physics-Informed Teleconnection-Aware Transformer for Global Subseasonal-to-Seasonal ForecastingTengfei Lyu, Weijia Zhang 0003, Hao Liu 0026. 1054-1065 [doi]
• Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature EnhancementYuan Mi, Qi Wang 0123, Xueqin Hu, Yike Guo, Ji-Rong Wen, Yang Liu 0130, Hao Sun 0002. 1066-1077 [doi]
• ARES: Anomaly Recognition Model For Edge StreamsSimone Mungari, Albert Bifet, Giuseppe Manco 0001, Bernhard Pfahringer. 1078-1088 [doi]
• Fast Mining and Dynamic Time-to-Event Prediction over Multi-sensor Data StreamsKota Nakamura, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai. 1089-1100 [doi]
• UniExtreme: A Universal Foundation Model for Extreme Weather ForecastingHang Ni, Weijia Zhang 0003, Hao Liu 0026. 1101-1112 [doi]
• TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture DistillationJuntong Ni, Zewen Liu 0005, Shiyu Wang 0001, Ming Jin 0005, Wei Jin 0009. 1113-1124 [doi]
• Fair Class-Incremental Learning using Sample WeightingJaeyoung Park 0003, Minsu Kim 0006, Steven Euijong Whang. 1125-1134 [doi]
• TimeBridge: Better Diffusion Prior Design with Bridge Models for Time Series GenerationJinseong Park 0001, Seungyun Lee, Woojin Jeong, Yujin Choi, Jaewook Lee 0001. 1135-1146 [doi]
• Fast and Accurate Online Coupled Matrix-Tensor Factorization via Frequency RegularizationYong-chan Park, Seungjoo Lee, U Kang. 1147-1158 [doi]
• Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series LearningYuhang Pei, Fanchun Meng, Qinghua Ran, Tao Ren 0002, Yifan Wang 0014, Wei Ju 0001, Zimo Wang, Xian-Sheng Hua 0001, Xiao Luo 0001. 1159-1170 [doi]
• Debiased Negative Mining Improves Out-of-distribution Detection with Pre-trained Vision-Language ModelsBo Peng, Jie Lu 0001, Guangquan Zhang 0001, Zhen Fang 0001. 1171-1181 [doi]
• Live or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming PlatformsYiran Qiao 0003, Jing Chen, Xiang Ao 0001, Qiwei Zhong, Yang Liu 0200, Qing He 0003. 1182-1193 [doi]
• FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures TradingMolei Qin, Xinyu Cai, Yewen Li, Haochong Xia, Chuqiao Zong, Shuo Sun, Xinrun Wang, Bo An 0001. 1194-1203 [doi]
• SEW: Strengthening Robustness of Black-box DNN Watermarking via Specificity EnhancementHuming Qiu, Mi Zhang 0001, Junjie Sun, Peiyi Chen, Xiaohan Zhang 0001, Min Yang 0002. 1204-1215 [doi]
• Instruction-based Time Series EditingJiaxing Qiu, Dongliang Guo 0002, Brynne Sullivan, Teague R. Henry, Thomas Hartvigsen. 1216-1227 [doi]
• APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-TrainingXuebo Qiu, Mingqi Lv, Yimei Zhang 0003, Tieming Chen, Tiantian Zhu 0001, Qijie Song, Shouling Ji. 1228-1239 [doi]
• Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?Yun Qu 0002, Qi Wang 0005, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji. 1240-1250 [doi]
• AnchorGK: Anchor-based Incremental and Stratified Graph Learning Framework for Inductive Spatio-Temporal KrigingXiaobin Ren, Kaiqi Zhao 0001, Katerina Taskova, Patricia Riddle. 1251-1262 [doi]
• Deep Hierarchical Knowledge Loss for Fault Intensity DiagnosisYu Sha, Shuiping Gou, Bo Liu 0009, Haofan Lu, Ningtao Liu, Jiahui Fu, Horst Stoecker, Domagoj Vnucec, Nadine Wetzstein, Andreas Widl, Kai Zhou 0017. 1263-1274 [doi]
• Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented GenerationYingjia Shang, Yi Liu 0057, Huimin Wang, Furong Li, Wenfang Sun, Chengyu Wu, Yefeng Zheng 0001. 1275-1286 [doi]
• Multi-Agent Debate based Concept Augmentation for Enhanced Cognitive DiagnosisPengyang Shao, Lei Chen 0051, Fei Liu, Yonghui Yang 0001, Xun Yang 0001, Meng Wang 0001. 1287-1296 [doi]
• CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft MemoryHuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee 0003, Susik Yoon. 1297-1308 [doi]
• Improving Enzyme Prediction with Chemical Reaction Equations by Hypergraph-Enhanced Knowledge Graph EmbeddingsTengwei Song, Long Yin, Zhen Han, Zhiqiang Xu 0003. 1309-1320 [doi]
• Signed Proximity Matters in Graph-based RecommendationYifan Song 0006, Renchi Yang, Jing Tang 0004. 1321-1332 [doi]
• Beyond Content: Integrating Generated User Intent and Planned Behavior Theory for Reliable Fake News DetectionLing Sun, Yuan Rao, Hongyang Xia, Hongxu Jiang, Chenlong Zhang. 1333-1344 [doi]
• On Saddle Point Avoidance and Stationary Distribution of Sharpness-Aware MinimizationTao Sun 0005, Fan Jia, Bao Wang 0001. 1345-1353 [doi]
• Beyond Routines: Adaptive Mobility Prediction via Sequential-Relational FusionTianao Sun, Ruizhe Liu, Wenzhen Jia, Kai Zhao 0011, Weiming Huang 0001, Meng Chen 0003. 1354-1365 [doi]
• Enhancing Node-Level Graph Domain Adaptation by Alleviating Local DependencyXinwei Tai, Dongmian Zou, Hongfei Wang. 1366-1377 [doi]
• AURORA: Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse VerificationXiaoyu Tan, Tianchu Yao, Chao Qu, Bin Li 0091, Minghao Yang, Dakuan Lu, Haozhe Wang 0002, Yinghui Xu 0001, Xihe Qiu. 1378-1389 [doi]
• FedPRE: Robust Federated Graph Learning against Topological CorruptionZihan Tan, Guancheng Wan, Wenke Huang 0003, Bin Yang 0026, Mang Ye. 1390-1400 [doi]
• SGA: Self-boosting Attributed Graph Alignment via Neighborhood Consistency-based Edge EnhancementChenxu Wang 0001, Wencong Lin, Pinghui Wang, Tao Qin 0002, Wei Wang 0012, Xiaohong Guan. 1401-1411 [doi]
• Fast Algorithms for Group Markov Centrality OptimizationGengyu Wang, Haisong Xia, Runze Zhang, Zhongzhi Zhang. 1412-1423 [doi]
• Towards Resilient Transportation: A Conditional Transformer for Accident-Informed Traffic ForecastingHongjun Wang 0007, Jiawei Yong, Jiawei Wang 0005, Shintaro Fukushima, Renhe Jiang. 1424-1434 [doi]
• Lower Bias, Higher Welfare: How Creator Competition Reshapes Bias-Variance Tradeoff in Recommendation Platforms?Kang Wang, Renzhe Xu, Bo Li 0064. 1435-1446 [doi]
• SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed GraphsLeyao Wang, Yu Wang 0160, Bo Ni, Yuying Zhao, Hanyu Wang, Yao Ma 0001, Tyler Derr. 1447-1458 [doi]
• Enhancing Multimodal Recommendation via Multimodal Representation Calibration in Spectral DomainMinghui Wang, Tingting Zhang, Yu Li 0022, Yi Chang 0001. 1459-1470 [doi]
• AbFlow: End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow MatchingWenda Wang, Yang Zhang, Zhewei Wei, Wenbing Huang. 1471-1482 [doi]
• Towards Privacy-Preserving and Heterogeneity-aware Split Federated Learning via Probabilistic MaskingXingChen Wang, Feijie Wu, Chenglin Miao, Tianchun Li, Haoyu Hu, Qiming Cao, Jing Gao 0004, Lu Su 0001. 1483-1493 [doi]
• Communication-efficient Federated Graph Classification via Generative Diffusion ModelingXiuling Wang, Xin Huang 0001, Haibo Hu 0001, Jianliang Xu. 1494-1505 [doi]
• IMPACTNet: Unifying Auto-bidding in End-to-End Merged AuctionsYuhan Wang 0015, Yuchao Ma 0002, Liang Zhang, Ziyuan Wang, Zhiyuan Su, Qi Qi 0003, Yafei Wang, Xu Li, Yuyao Liu, Pengjie Wang 0002, Jian Xu 0015, Bo Zheng 0007. 1506-1517 [doi]
• Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search PerspectiveZiwen Wang 0006, Shangshang Yang, Xiaoshan Yu 0001, Haiping Ma, Xingyi Zhang 0001. 1518-1529 [doi]
• Beyond Basic A/B Testing: Improving Statistical Efficiency for Business GrowthChangshuai Wei, Phuc Nguyen, Benjamin Zelditch, Joyce Chen. 1530-1541 [doi]
• Balanced Anomaly-guided Ego-graph Diffusion Model for Inductive Graph Anomaly DetectionChunyu Wei, Siyuan He, Yu Wang 0060, Yueguo Chen, Yunhai Wang, Bing Bai, Yidong Zhang, Yong Xie, Shunming Zhang, Fei Wang 0001. 1542-1553 [doi]
• Mitigating Privacy Risks in Graph Condensation from a Hyperbolic Geometry PerspectiveYuecen Wei, Liu Yang, Beining Yang, Qingyun Sun, Hao Peng 0001, Tianyu Wo, Chunming Hu, Xingcheng Fu. 1554-1565 [doi]
• Interest Entropy: Rethinking Contrastive Learning for Sequential Recommendation with Interest UncertaintyBinquan Wu, Kun Zeng, Yicheng Luo, Junhao Zheng, Qianli Ma 0001. 1566-1577 [doi]
• StabCF: A Stabilized Training Method for Collaborative FilteringXi Wu 0009, Wenzhe Zhang, Liangwei Yang, Yi Zhao 0029, Jiquan Peng, Jibing Gong. 1578-1589 [doi]
• Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural NetworksXiaoyu Wu, Jiaru Zhang, Yang Hua 0001, Bohan Lyu 0001, Hao Wang 0022, Tao Song 0003, Haibing Guan. 1590-1601 [doi]
• CoPHo: Classifier-guided Conditional Topology Generation with Persistent HomologyGongli Xi, Ye Tian 0008, Mengyu Yang, Zhenyu Zhao, Yuchao Zhang 0004, Xiangyang Gong, Xirong Que, Wendong Wang 0003. 1602-1613 [doi]
• Bayesian Robust Financial Trading with Adversarial Synthetic Market DataHaochong Xia, Simin Li, Ruixiao Xu, Zhixia Zhang, Hongxiang Wang, Zhiqian Liu, Teng Yao Long, Molei Qin, Chuqiao Zong, Bo An 0001. 1614-1625 [doi]
• CSSG: A Continuous Spatio-temporal Graph Learning Framework with Scalable Spatial GranularityKaiwen Xia, Li Lin 0011, Qi Zhang, Xinrui Zhang 0006, Shuai Wang 0008, Xuming Hu, Philip S. Yu. 1626-1637 [doi]
• Graph Perturbation Analysis for Subgraph CountingHanhua Xiao, Yuchen Li 0001, Kyriakos Mouratidis. 1638-1649 [doi]
• LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential RecommendationHaidong Xin, Zhenghao Liu 0001, Sen Mei, Yukun Yan, Shi Yu 0001, Shuo Wang 0013, Zulong Chen, Yu Gu 0002, Ge Yu 0001, Chenyan Xiong. 1650-1661 [doi]
• Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODEFan Xu 0009, Wei Gong 0001, Hao Wu 0094, Lilan Peng, Nan Wang 0015, Qingsong Wen, Xian Wu 0001, Kun Wang 0056, Xibin Zhao. 1662-1672 [doi]
• Learning and Editing Universal Graph Prompt Tuning via Reinforcement LearningJinfeng Xu 0003, Zheyu Chen 0003, Shuo Yang 0011, Jinze Li 0001, Hewei Wang 0001, Yijie Li 0003, Edith C. H. Ngai. 1673-1682 [doi]
• VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal RecommendationJinfeng Xu 0003, Zheyu Chen 0003, Shuo Yang 0011, Jinze Li 0001, Zitong Wan 0001, Hewei Wang 0001, Weijie Liu, Yijie Li 0003, Edith C. H. Ngai. 1683-1692 [doi]
• medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision SupportQianyi Xu, Gousia Habib, Feng Wu 0001, Dilruk Perera, Mengling Feng. 1693-1704 [doi]
• Hyper-Relational Knowledge Graph Representation Learning Based on Multi-Granularity Semantic Aware Message PassingQingying Xu, Liang Hong 0001, Mingxuan Shen, Aoyuan Jiang. 1705-1715 [doi]
• MoST: A Foundation Model for Multi-modality Spatio-temporal Traffic PredictionRonghui Xu 0001, Jihao Chen, Jindong Tian, Chenjuan Guo, Bin Yang 0002. 1716-1727 [doi]
• DyMerge-LoRA: On-GPU Post-Merge Fusion for High-Throughput Multi-Tenant Composite LoRA ServingRui Xu, Long Chen 0021, Huazheng Lao, Jinquan Zhang, Xia Zhu. 1728-1738 [doi]
• Breaking the Boundary Barrier: Robust Model Fingerprinting via Unlearnable Examples in Model-Parameter SpaceTianlong Xu, Zixiong Wang, Gaoyang Liu, Jian Chen 0046, Ahmed M. Abdelmoniem, Chen Wang 0011. 1739-1750 [doi]
• SmartGen: Synthesizing Context-Aware User Behavior Data for Adaptive Smart Home IntelligenceZhiyao Xu, Dan Zhao 0003, Qingsong Zou, Qing Li 0006, Yong Jiang 0001, Yuhang Wang 0036, Jingyu Xiao. 1751-1762 [doi]
• Caesar: Optimizing Federated Learning via Low-deviation CompressionJiaming Yan, JianChun Liu, Hongli Xu 0001, Zhenguo Ma, Shilong Wang 0002. 1763-1774 [doi]
• From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential RecommendationRuochen Yang, Xiaodong Li 0012, Jiawei Sheng, Jiangxia Cao, Xinkui Lin, Shen Wang, Shuang Yang, Zhaojie Liu, Tingwen Liu. 1775-1786 [doi]
• Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based RecommendationYuhan Yang, Jie Zou 0001, Guojia An, Jiwei Wei, Yang Yang 0002, Heng Tao Shen. 1787-1796 [doi]
• FuXi-γ: Efficient Sequential Recommendation with Exponential-Power Temporal Encoder and Diagonal-Sparse Positional MechanismDezhi Yi, Wei Guo 0006, Wenyang Cui, Wenxuan He, Huifeng Guo, Yong Liu 0020, Zhenhua Dong, Ye Lu 0004. 1797-1808 [doi]
• LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language ModelsJiacheng You, Jingcheng Yang, Yuhang Xie, Zhongxuan Wu, Xiucheng Li, Feng Li 0067, Pengjie Wang 0002, Jian Xu 0015, Bo Zheng 0007, Xinyang Chen 0001. 1809-1820 [doi]
• Thought-Augmented Planning for LLM-Powered Interactive Recommender AgentHaocheng Yu, Yaxiong Wu 0001, Hao Wang 0076, Wei Guo 0006, Yong Liu 0020, Yawen Li 0001, Yuyang Ye 0002, Junping Du 0001, Enhong Chen. 1821-1832 [doi]
• Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature FilteringHongyao Yu, Yixiang Qiu, Hao Fang 0011, Tianqu Zhuang, Bin Chen 0011, Sijin Yu, Bin Wang 0034, Shu-Tao Xia, Ke Xu 0002. 1833-1843 [doi]
• Towards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented GenerationXujie Yuan, Shimin Di, Jielong Tang, Libin Zheng 0001, Jian Yin 0001. 1844-1855 [doi]
• LLM-based Few-Shot Early Rumor Detection with Imitation AgentFengzhu Zeng, Qian Shao, Ling Cheng 0002, Wei Gao, Shih-Fen Cheng, Jing Ma, Cheng Niu. 1856-1867 [doi]
• Align-for-Fusion: Harmonizing Triple Preferences via Dual-oriented Diffusion for Cross-domain Sequential RecommendationYongfu Zha, Xinxin Dong, Haokai Ma, Yonghui Yang 0001, Xiaodong Wang. 1868-1879 [doi]
• Mixture-of-RAG: Integrating Text and Tables with Large Language ModelsChi Zhang, Qiyang Chen, Mengqi Zhang 0002. 1880-1891 [doi]
• DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain AdaptationHaodong Zhang, Tao Ren 0002, Changhu Wang, Yifan Wang 0014, Wei Ju 0001, Huaizhi Tang, Junyu Luo 0002, Zimo Wang, Ziyue Qiao, Xian-Sheng Hua 0001, Xiao Luo 0001. 1892-1903 [doi]
• IMGNN: An Efficient, Effective and Generalizable Algorithm for Influence Maximization in Social NetworksHaotian Zhang, Kai Han 0003, Zhizhuo Yin, Shuang Cui, Jing Tang 0004, Pan Hui 0001. 1904-1915 [doi]
• EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context ReasoningHengyu Zhang 0005, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv 0010, Yanchao Tan, Shirui Pan, Carl Yang 0001. 1916-1927 [doi]
• From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series ForecastingXinyu Zhang, Shanshan Feng 0001, Xutao Li 0001, Kenghong Lin, Fan Li 0015, Pengfei Jia. 1928-1939 [doi]
• ProEx: A Unified Framework Leveraging Large Language Model with Profile Extrapolation for RecommendationYi Zhang 0103, Yiwen Zhang 0001, Yu Wang 0201, Tong Chen 0005, Hongzhi Yin. 1940-1951 [doi]
• DiLA: Enhancing LLM Tool Learning with Differential Logic LayerYu Zhang 0189, Hui-Ling Zhen, Zehua Pei, Yingzhao Lian, Lihao Yin, Mingxuan Yuan, Bei Yu 0001. 1952-1963 [doi]
• Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized InformationZeyu Zhang 0007, Yang Zhang 0072, Haoran Tan, Rui Li 0086, Xu Chen 0017. 1964-1974 [doi]
• FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via Mixture-of-ExpertsYiji Zhao, Zihao Zhong, Ao Wang, Haomin Wen, Ming Jin 0005, Yuxuan Liang 0002, Huaiyu Wan, Hao Wu 0010. 1975-1986 [doi]
• ++Yizheng Zhao. 1987-1997 [doi]
• Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-task LearningZiyu Zhao 0001, Yixiao Zhou, Xin Yu, Zhi Zhang, Didi Zhu, Tao Shen 0002, Zexi Li 0001, Jinluan Yang, Xuwu Wang, Jing Su, Kun Kuang 0001, Zhongyu Wei, Fei Wu 0001, Yu Cheng 0001. 1998-2009 [doi]
• Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature TransformationTao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang. 2010-2019 [doi]
• Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph FilteringHaoran Zheng, Renchi Yang, Hongtao Wang, Jianliang Xu. 2020-2030 [doi]
• Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress MajorizationHaoran Zheng, Renchi Yang, Yubo Zhou, Jianliang Xu. 2031-2041 [doi]
• DiKGRec: Generative Recommender Model with Diffusion and Knowledge Graph-Based ReasoningZhuoxun Zheng, Baifan Zhou, Ahmet Soylu, Jie Tang 0001, Evgeny Kharlamov. 2042-2053 [doi]
• PEANuT: Parameter-Efficient Adaptation with Weight-aware Neural TweakersYibo Zhong, Haoxiang Jiang, Lincan Li, Ryumei Nakada, Tianci Liu 0003, Linjun Zhang, Huaxiu Yao, Haoyu Wang 0004. 2054-2065 [doi]
• Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride OrderingQihui Zhou, Changji Li, Guanxian Jiang, Chenhao Ma 0001, Xiao Yan 0002, Yu Mao 0001, Ming-Chang Yang, James Cheng. 2066-2075 [doi]
• HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated LearningXiaokai Zhou, Xiao Yan 0002, Xinyan Li, Yuxiang Wang 0013, Quanqing Xu, Chuang Hu, Tieyun Qian, Jiawei Jiang 0001. 2076-2087 [doi]
• Minimizing Total Biharmonic Distance in Large Graphs via Link RecommendationXinna Zhou, Zhongzhi Zhang. 2088-2099 [doi]
• EmoRAG: Evaluating RAG Robustness to Symbolic PerturbationsXinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang 0003, Xiaojun Jia, Kun Wang 0056, Qingsong Wen, Xiaofeng Wang, Wei Dong 0007. 2100-2111 [doi]
• Think2Go: Generative Next POI Recommendation with LLM ReasoningZhuang Zhuang, Shanshan Feng 0001, Hangwei Qian, Mingqi Yang, Heng Qi, Yanming Shen, Baocai Yin. 2112-2123 [doi]
• Chat2Trade: Automating Financial RFQ Parsing with Fine-Tuned LLMsYixuan Cao 0001, Chunhao Yang, Yifan Wang, Jian Wang, Kun Wan 0008, Gang Xiao, Ping Luo 0001. 2124-2133 [doi]
• Merchant Category Identification in Weixin PayAochuan Chen, Haihong Zhao, Simin Huang, Xuan Zong, Jun Zhou, Jia Li 0009. 2134-2144 [doi]
• StormMind: Disentangled Layerwise Modeling for Convective Weather SystemsJun Chen 0005, Minghui Qiu, Lin Chen 0020, Yan Fang, Shuxin Zhong, Binghong Chen, Kaishun Wu. 2145-2154 [doi]
• ACT: An Adaptive Combinatorial Testing Framework at ScaleYingying Chen, Amitabh Nag, Josh Moore. 2155-2164 [doi]
• Case Study: Learning Robust, Long-run Surrogate Metrics with Modeling and Instrumental VariablesDaniel Day, Matthew Dalton, Samuel Daulton, Benjamin Letham, Xiao Cai, Aojia Zhao, Eytan Bakshy. 2165-2175 [doi]
• Choice Modeling and Pricing for Scheduled ServicesAdam N. Elmachtoub, Kumar Goutam, Roger Lederman. 2176-2183 [doi]
• Effective Online 3D Bin Packing with Lookahead Parcels Using Monte Carlo Tree SearchJiangyi Fang, Bowen Zhou, Haotian Wang, Xin Zhu, Leye Wang. 2184-2195 [doi]
• HiParse: A Hierarchical Framework for Optimizing Web Content Extraction to Enhance LLM Pre-training DataYuzhuo Fu, Zhuyan Zhou, Chao Huang, Jiayi Wang, Binwei Zeng, Dongke Hu, Xiangchun Wang, Wang Hong, Jin Fan. 2196-2207 [doi]
• GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile DeliveryZhiqing Hong, Zelong Li, Xiubin Fan, Guang Yang 0028, Baoshen Guo, Haotian Wang 0008, Tian He 0001, Desheng Zhang 0002. 2208-2219 [doi]
• Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu MapsDeqiang Huang, Xinjiang Lu, Jingbo Zhou 0003, Nijia Lu, Fuxin Li, Bo Hong, Chuanming Zhang, Tong Xu 0001, Enhong Chen. 2220-2230 [doi]
• MixTTE: Multi-Level Mixture-of-Experts for Scalable and Adaptive Travel Time EstimationWenzhao Jiang, Jindong Han, Ruiqian Han, Hao Liu 0026. 2231-2242 [doi]
• AHA: Scalable Alternative History Analysis for Operational Timeseries ApplicationsHarshavardhan Kamarthi, Harshil Shah, Henry Milner, Sayan Sinha, Yan Li, B. Aditya Prakash, Vyas Sekar. 2243-2254 [doi]
• Scaling Recommender Transformers to One Billion ParametersKirill Khrylchenko, Artem Matveev, Sergei S. Makeev, Vladimir Baikalov. 2255-2265 [doi]
• Generative Large-Scale Pre-trained Models for Automated Ad Bidding OptimizationYu Lei, Jiayang Zhao, Yilei Zhao 0005, Zhaoqi Zhang, Linyou Cai, Qianlong Xie, Xingxing Wang. 2266-2277 [doi]
• Towards Trustworthy Multimodal Moderation via Policy-Aligned Reasoning and Hierarchical LabelingAnqi Li, Wenwei Jin, Jintao Tong, Pengda Qin, Jiawei Li, Guo Lu. 2278-2289 [doi]
• KLAN: Kuaishou Landing-page Adaptive NavigatorFan Li, Chang Meng, Jiaqi Fu, Shuchang Liu 0001, Jiashuo Zhang, Tianke Zhang, Xueliang Wang, Xiaoqiang Feng. 2290-2301 [doi]
• FARM: Frequency-Aware Model for Cross-Domain Live-Streaming RecommendationXiaodong Li 0012, Ruochen Yang, Shuang Wen 0008, Shen Wang, Yueyang Liu, Guoquan Wang, Weisong Hu, Qiang Luo 0004, Jiawei Sheng, Tingwen Liu, Jiangxia Cao, Shuang Yang, Zhaojie Liu. 2302-2311 [doi]
• Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short MemoryYuchen Li 0006, Jiamin Chen, Xinran Chen, Zhiyu Li, Haojie Zhang, Rui Kong, Jiayi Li, Xinyu Ma, Hengyi Cai, Lixin Su, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Linghe Kong, Lei Chen 0002, Dawei Yin 0001. 2312-2322 [doi]
• Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated ItemsJianghao Lin, Peng Du 0011, Jiaqi Liu, Weite Li, Yong Yu 0001, Weinan Zhang 0001, Yang Cao. 2323-2334 [doi]
• Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads RecommendationsLiang Luo, Yuxin Chen 0001, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang 0094, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, JongSoo Park, Laming Chen, Longhao Jin, Qin Huang 0006, Shali Jiang 0003, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, Zeliang Chen, Chengze Fan, Dong Liang, Qianru Li 0002, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen. 2335-2346 [doi]
• KBest: Efficient Vector Search on Kunpeng CPUKaihao Ma, Meiling Wang, Oleg Senkevich, Zijian Li, Daihao Xue, Dmitriy Malyshev, Yangming Lv, Shihai Xiao, Xiao Yan 0002, Alexander Radionov, Weidi Zeng, Yuanzhan Gao, Zhiyu Zou, Xin Yao, Lin Liu, Junhao Wu, Yiding Liu, Yaoyao Fu, Gongyi Wang, Gong Zhang, Fei Yi, Yingfan Liu. 2347-2356 [doi]
• Can-SAVE: Deploying Low-Cost and Population-Scale Cancer Screening via Survival Analysis Variables and EHRPetr Philonenko, Vladimir Kokh, Pavel Blinov. 2357-2367 [doi]
• Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer FrameworkRiya Ponraj, Ramakrishnan Durairajan, Yu Wang 0160. 2368-2379 [doi]
• ALF: Advertiser Large Foundation Model for Multi-Modal Advertiser UnderstandingSantosh Rajagopalan, Jonathan Vronsky, Songbai Yan, S. Alireza Golestaneh, Shubhra Chandra, Min Zhou. 2380-2389 [doi]
• VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context VideosXubin Ren, Lingrui Xu, Long Xia, Shuaiqiang Wang, Dawei Yin 0001, Chao Huang 0001. 2390-2401 [doi]
• Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement LearningSijie Ruan, Renchi Jiang, Song Tang, Yexin Li, Weixin Zhai, Xinhao Liu, Bingbing Hu, Hanning Yuan, Caicong Wu, Shuliang Wang 0001. 2402-2411 [doi]
• ECGMind: A Foundation Model for ECG Classification via Dynamic Energy GuidanceYuqi She, Junhao Huang, Erke Wang, Xianhao Song, Liping Wang, Haotong An, Chen Xu, Han Zhang, Xuemin Lin 0001. 2412-2423 [doi]
• KAN-FIF: Spline-Parameterized Lightweight Physics-based Tropical Cyclone Estimation on Meteorological SatelliteJiakang Shen, Qinghui Chen, Runtong Wang, Chenrui Xu, Jinglin Zhang 0001, Cong Bai, Feng Zhang. 2424-2433 [doi]
• A Multi-Stage Structural Captioning Framework for Enhancing Chinese Image-to-Video Generation in BaiduLei Shen, Zhipeng Jin, Xiawei Li, Wen Tao, Shiyuan Li, Yi Yang 0031, Cong Han 0002, Shuanglong Li, Zhongmin Cai, Lin Liu. 2434-2445 [doi]
• Data-Centric Dual-Layer Adversarial Learning for Fraud Detection under Label Delay and Concept DriftMingxuan Shen, Liang Hong 0001, Qingying Xu. 2446-2457 [doi]
• FilDeep: Learning Large Deformations of Elastic-Plastic Solids with Multi-Fidelity DataJianheng Tang 0001, Shilong Tao, Zhe Feng, Haonan Sun, Menglu Wang, Zhanxing Zhu, Yunhuai Liu. 2458-2469 [doi]
• MCGrad: Multicalibration at Web ScaleNiek Tax, Lorenzo Perini, Fridolin Linder, Daniel Haimovich, Dima Karamshuk, Nastaran Okati, Milan Vojnovic, Pavlos Athanasios Apostolopoulos. 2470-2481 [doi]
• MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in MeituanYuxiang Wang 0013, Chi Ma, Xiao Yan 0002, Mincong Huang, Xiaoguang Li, Ruidong Han, Bin Yin 0004, Shangyu Chen, Xiang Li 0067, Fei Jiang 0009, Lei Yu, Chuan Liu, Wei Lin 0022, Haowei Han, Xiaokai Zhou, Bo Du 0001, Jiawei Jiang 0001. 2482-2493 [doi]
• ASTAFN: Bridging the Gap Between Weather Foundation Models and Accurate Station-Level ForecastingBihe Xu, Zhicheng Yan, Qingyong Li, Zhiqing Guo, Dong Zheng, Wen Yao, Bo Wang, Zhao Wang, Yangliao Geng. 2494-2505 [doi]
• Macro Graph of Experts for Billion-Scale Multi-Task RecommendationHongyu Yao, Zijin Hong, Hao Chen 0062, Zhiqing Li, Qijie Shen, Zuobin Ying, Qihua Feng, Huan Gong, Feiran Huang. 2506-2517 [doi]
• TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction UnderstandingChin-Chia Michael Yeh, Uday Singh Saini, Xin Dai 0002, Xiran Fan, Shubham Jain 0011, Yujie Fan, Jiarui Sun 0001, Junpeng Wang 0001, Menghai Pan, Yingtong Dou, Yuzhong Chen 0004, Vineeth Rakesh, Liang Wang 0047, Yan Zheng 0001, Mahashweta Das. 2518-2527 [doi]
• Dynamic Content Moderation in Livestreams: Combining Supervised Classification with MLLM-Boosted Similarity MatchingWei Chee Yew, Hailun Xu, Sanjay Saha, Xiaotian Fan, Hiok Hian Ong, David Yuchen Wang, Kanchan Sarkar, Zhenheng Yang, Danhui Guan. 2528-2538 [doi]
• From Clicks to Preference: A Multi-stage Alignment Framework for Generative Query Suggestion in Conversational SystemJunhao Yin, Haolin Wang, Peng Bao, Ju Xu, Yongliang Wang. 2539-2550 [doi]
• Optimizing Generative Ranking Relevance via Reinforcement Learning in Xiaohongshu SearchZiyang Zeng, Heming Jing, Jindong Chen, Xiangli Li, Hongyu Liu, Yixuan He, Zhengyu Li, Yige Sun, Zheyong Xie, YuQing Yang, Shaosheng Cao, Jun Fan, Yi Wu, Yao Hu 0002. 2551-2561 [doi]
• Heterogeneous Multi-treatment Uplift Modeling for Trade-off Optimization in Short-Video RecommendationChenhao Zhai, Chang Meng, Xueliang Wang, Shuchang Liu 0001, Xiaolong Hu, Shisong Tang, Xiaoqiang Feng, Xiu Li 0001. 2562-2572 [doi]
• Q-Regularized Generative Auto-Bidding: From Suboptimal Trajectories to Optimal PoliciesMingming Zhang, Na Li, Feiqing Zhuang, Hongyang Zheng, Jiangbing Zhou, Wuyin Wang, Shengjie Sun, Xiaowei Chen, Junxiong Zhu, Lixin Zou, Chenliang Li 0005. 2573-2583 [doi]
• VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored SearchXiao Zhang, Guanyu Chen, Boyang Zuo, Feng Li 0067, Pengjie Wang 0002, Jian Xu 0015, Bo Zheng 0007. 2584-2593 [doi]
• ChannelMTS: A Multi-modal Time-Series Framework for High-Speed Railway Channel PredictionHaihong Zhao, Zinan Zheng, Chenyi Zi, Jia Li 0009. 2594-2605 [doi]
• ENCO: Deploying Production-Scale Engineering CopilotsYiwen Zhu, Mathieu B. Demarne, Kai Deng, Wenjing Wang 0005, Nutan Sahoo, Hannah Lerner, Anjali Bhavan, Divya Vermareddy, Yunlei Lu, Swati Bararia, William Zhang 0001, Xia Li, Katherine Lin, Miso Cilimdzic, Subru Krishnan. 2606-2616 [doi]
• LMID: A Comprehensive Multimodal Dataset for Failure Prediction in Cloud Computing SystemsLingfei Deng, Ruqiao Xu, Yunong Wang, Xiaoming Du, Xuhua Ma, Xudong Zheng, Dongrui Wu. 2617-2627 [doi]
• T-GRAB: A Synthetic Diagnostic Benchmark for Learning on Temporal GraphsAlireza Dizaji, Benedict Aaron Tjandra, Mehrab Hamidi, Shenyang Huang, Guillaume Rabusseau. 2628-2639 [doi]
• Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the GlobeTianTian Feng, Kevin Huang, Anfeng Xu, Xuan Shi, Thanathai Lertpetchpun, Jihwan Lee, Yoonjeong Lee, Dani Byrd, Shrikanth Narayanan. 2640-2651 [doi]
• REALM-Bench: A Benchmark for Evaluating Multi-Agent Systems on Real-world, Dynamic Planning and Scheduling TasksLongling Geng, Edward Y. Chang. 2652-2662 [doi]
• Benchmarking Positional Encodings for GNNs and Graph TransformersFlorian Grötschla, Jiaqing Xie, Roger Wattenhofer. 2663-2674 [doi]
• SynSym: A Synthetic Data Generation Framework for Psychiatric Symptom IdentificationMigyeong Kang, Jihyun Kim, Hyolim Jeon, Sunwoo Hwang, Jihyun An, Yonghoon Kim, Haewoon Kwak, Jisun An, Jinyoung Han. 2675-2686 [doi]
• ARCTraj: A Dataset and Benchmark of Human Reasoning Trajectories for Abstract Problem SolvingSejin Kim 0002, Hayan Choi, Seokki Lee, Sundong Kim. 2687-2698 [doi]
• Compliance-to-Code: Enhancing Financial Compliance Checking via Code GenerationSiyuan Li, Jian Chen 0047, Rui Yao, Xuming Hu, Peilin Zhou, Weihua Qiu, Simin Zhang, Chucheng Dong, Zhiyao Li, Qipeng Xie, Zixuan Yuan. 2699-2710 [doi]
• Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?Weixian Waylon Li, Hyeonjun Kim, Mihai Cucuringu, Tiejun Ma. 2711-2722 [doi]
• CNText2Sign and CNSign: Unified Chinese Sign Language Datasets for Bidirectional AccessibilityYulong Li 0002, Yuxuan Zhang, Feilong Tang, Ming Hu, Zhixiang Lu, Haochen Xue, Jianghao Wu 0001, Rui Chen, Mian Zhou, Kang Dang, Chong Li, Yifang Wang 0006, Imran Razzak, Jionglong Su. 2723-2734 [doi]
• ITDR: An Instruction Tuning Dataset for Enhancing Large Language Models in RecommendationsZekun Liu, Xiaowen Huang 0001, Jitao Sang 0001. 2735-2745 [doi]
• HAROOD: A Benchmark for Out-of-distribution Generalization in Sensor-based Human Activity RecognitionWang Lu 0003, Yao Zhu 0003, Jindong Wang 0001. 2746-2757 [doi]
• Generating Realistic Human Mobility Data with Hybrid Large Language Model AgentChenyang Shao, Bingbing Fan, Jingtao Ding, Yuan Yuan 0032, Meng Wang 0001, Fengli Xu. 2758-2769 [doi]
• Let's Verify Math Questions Step by StepChengyu Shen, Zhen Hao Wong, Runming He, Hao Liang 0017, Meiyi Qiang, Zimo Meng, Zhengyang Zhao 0003, Bohan Zeng, Zhengzhou Zhu, Bin Cui 0001, Wentao Zhang 0001. 2770-2781 [doi]
• X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AIYiming Sun 0004, Shuo Chen, Shengyu Chen, Chonghao Qiu, Licheng Liu, Youmi Oh, Sparkle L. Malone, Gavin McNicol, Qianlai Zhuang, Chris Smith, Yiqun Xie, Xiaowei Jia. 2782-2793 [doi]
• IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning EvaluationKhanh-Tung Tran, Duc Hai Nguyen, Barry O'Sullivan, Hoang D. Nguyen. 2794-2805 [doi]
• LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature TasksAndreas Varvarigos, Ali Maatouk, Jiasheng Zhang, Ngoc Bui, Jialin Chen, Leandros Tassiulas, Rex Ying. 2806-2817 [doi]
• From Memorization to Creation: Evaluating the Cognitive Depth of LLM?Generated Educational QuestionsXiaolong Wang, Zhe Zhao 0008, Song Lai 0001, Chaoli Zhang 0001, Zijie Geng, Yu Tong, Ye Wei, Qingsong Wen. 2818-2829 [doi]
• Heaven-Sent or Hell-Bent? Benchmarking the Intelligence and Defectiveness of LLM HallucinationsChengxu Yang, Jingling Yuan, Siqi Cai 0001, Jiawei Jiang 0001, Chuang Hu. 2830-2841 [doi]
• GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World AnomaliesJingqi Yang, Zhilong Song, Jiawei Chen, Mingli Song, Sheng Zhou, Linjun Sun, Xiaogang Ouyang, Chun Chen, Can Wang. 2842-2853 [doi]
• MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMsWenqian Ye, Bohan Liu, Guangtao Zheng, Di Wang 0053, Xu Cao, Yunsheng Ma, Bolin Lai, James M. Rehg, Aidong Zhang 0001. 2854-2865 [doi]
• Automated Annotation of Privacy Information in User Interactions with Large Language ModelsHang Zeng, Xiangyu Liu, Yong Hu, Chaoyue Niu, Fan Wu 0006, Shaojie Tang 0001, Guihai Chen. 2866-2877 [doi]
• Exploring Recommender System Evaluation: A Multi-Modal LLM Agent Framework for A/B TestingWenlin Zhang 0001, Xiangyang Li 0004, Qiyuan Ge, Kuicai Dong, Pengyue Jia, Xiaopeng Li 0014, Zijian Zhang 0009, Maolin Wang 0001, Yichao Wang 0002, Huifeng Guo, Ruiming Tang, Xiangyu Zhao 0001. 2878-2889 [doi]
• FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and DeploymentWentao Zhang 0007, Yilei Zhao 0001, Chuqiao Zong, Xinrun Wang, Bo An 0001. 2890-2900 [doi]
• Learning Multimodal Embeddings for Traffic Accident Prediction and Causal EstimationZiniu Zhang, Minxuan Duan, Haris N. Koutsopoulos, Hongyang R. Zhang. 2901-2912 [doi]
• QuaMap: A Multi-Backend Benchmark Dataset for Quantum Circuit Mapping and Learning-Based Compiler EvaluationZiming Zhao 0008, Tingting Li 0004, Jianwei Yin. 2913-2923 [doi]
• VQFlow: A Benchmark Dataset for Encrypted Video Streaming Traffic across QoS ConfigurationsZiming Zhao 0008, Zhaoxuan Li, Tingting Li 0004, Fan Zhang 0010. 2924-2934 [doi]
• FireSentry: A Multi-Modal Spatio-temporal Benchmark Dataset for Fine-Grained Wildfire Spread ForecastingNan Zhou, Huandong Wang, Jiahao Li, Han Li, Yali Song, Qiuhua Wang, Yong Li 0008, Xinlei Chen. 2935-2946 [doi]
• MemeBridge: A Dataset for Benchmarking and Mitigating the Bidirectional Cultural Gap in Meme InterpretationHangxiao Zhu, Suliu Qin, Zhuoyan Li, Ming Jiang, Yu Zhang 0044, Meng Xia 0002. 2947-2958 [doi]