Table of Contents

• The Geometry of Knowledge and Computational DiscoveryYong-Yeol Ahn. 1 [doi]
• AI Planning for Data ExplorationSihem Amer-Yahia. 2 [doi]
• Numerical Linear Algebraic Foundations for Large-Scale Unsupervised LearningHaesun Park. 3 [doi]
• ADMP-GNN: Adaptive Depth Message Passing GNNYassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer, Michalis Vazirgiannis. 4-13 [doi]
• EvenOddML: Even and Odd Aggregation with Multi-Level Contrastive Learning for Bipartite GraphManasvi Aggarwal, Jahnavi Methukumalli, Deepanshu Bagotia, Suhas Powar. 14-24 [doi]
• Quantization Aware Matryoshka Adaptation: Leveraging Matryoshka Learning, Quantization, and Bitwise Operations for Reduced Storage and Improved Retrieval SpeedFaizan Ahemad. 25-34 [doi]
• Efficient Knowledge Transfer from Large to Small Language Models via Low-Overhead Query MechanismFaizan Ahemad. 35-44 [doi]
• k-Anonymization by Consistent Maximal Association and MicroaggregationJulien Ah-Pine, Nathaniel Gbenro. 45-54 [doi]
• LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and AmbiguityChunyan An, Yuying Huang, Qiang Yang 0015, Siyu Yuan, Zhixu Li. 55-64 [doi]
• RELINK: Edge Activation for Closed Network Influence Maximization via Deep Reinforcement LearningShivvrat Arya, Smita Ghosh, Bryan Maruyama, Venkatesh Srinivasan 0001. 65-76 [doi]
• Learning Global-Local Multi-Scale Node Embeddings with Random Walks and Landmark-Guided OptimizationAli Assi 0002, Nour El Islem Karabadji, Mohamed Elati, Wajdi Dhifli. 77-86 [doi]
• Dynamic Triangulation-Based Graph Rewiring for Graph Neural NetworksHugo Attali, Thomas Papastergiou, Nathalie Pernelle, Fragkiskos D. Malliaros. 87-97 [doi]
• Extreme Multi-Label Completion for Semantic Document Tagging with Taxonomy-Aware Parallel LearningJulien Audiffren, Christophe Broillet, Ljiljana Dolamic, Philippe Cudré-Mauroux. 98-108 [doi]
• Relation-Faceted Graph Pooling with LLM Guidance for Dynamic Span-Aware Information ExtractionHye-Yoon Baek, Jinho Choi, Jimyeung Seo, Xiongnan Jin, Dongcheon Lee, Byungkook Oh. 109-118 [doi]
• MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential RecommendationIlwoong Baek, Mincheol Yoon, Seongmin Park 0002, Jongwuk Lee. 119-128 [doi]
• Subclass-Aware Inclusive Classifier via Repulsive Hidden StrataNamita Bajpai, Jiaul H. Paik, Sudeshna Sarkar. 139-148 [doi]
• A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity SkewMichael Ben Ali, Imen Megdiche, André Péninou, Olivier Teste. 149-158 [doi]
• Large Model Annotation-Enhanced Spatio-Temporal Fusion Knowledge Tracing ModelTianyu Cai, Xiaodi Huang, Tao Zhou, Yanting Li, Shenggen Ju. 159-168 [doi]
• ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare PredictionsZi Cai, Yu Liu 0016, Zhiyao Luo, Tingting Zhu 0001. 169-178 [doi]
• Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative ModelingYang Cao 0020, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song 0002, Mingda Wan. 179-188 [doi]
• Dynamic Graph Learning via Historical Information Perception and Multi-Granular Temporal Curriculum LearningYuehang Cao, Xiang Zhao 0002, Yang Fang 0001, Yan Pan 0003, Jiuyang Tang. 189-198 [doi]
• Enhancing Contrastive Link Prediction With Edge Balancing AugmentationChen-Hao Chang, Hui-Ju Hung, Chia-Hsun Lu, Chih-Ya Shen. 199-208 [doi]
• PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series SegmentationChing Chang 0001, Ming-Chih Lo, Wen-Chih Peng, Tien-Fu Chen. 209-220 [doi]
• Multivariate Wind Power Time Series Forecasting with Noise-Filtering Neural ODEsTianyu Chang, Dongming Chen, Dongqi Wang 0001. 221-230 [doi]
• Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data StreamsBiao Chen, Junhua Fang, Pingfu Chao, An Liu 0002, Pengpeng Zhao 0001, Lei Zhao 0001. 231-240 [doi]
• Spreader Behavior Forecasting: Intent-aware Neural Processes for Intervening MisinformationHaoran Chen, Dongmei Han. 241-249 [doi]
• Structure-prior Informed Diffusion Model for Graph Source Localization with Limited DataHongyi Chen, Jingtao Ding, Xiaojun Liang, Yong Li 0025, Xiao-Ping Zhang 0002. 250-259 [doi]
• HyperGenFL: Hypernetwork-Generated Model Aggregation in Federated LearningJerry Chen, Qikai Lu, Ruiqing Tian, Di Niu, Baochun Li. 260-269 [doi]
• ActiViz: Understanding Sample Selection in Active Learning through Boundary VisualizationJie Chen, Honghui Du, Dairui Liu, Siteng Ma, Brian MacNamee, Ruihai Dong. 270-279 [doi]
• CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3Liang Chen 0024, Haozhe Zhao, Yinzhen Huang, Yang Luo, Tsekai Lin, Weichu Xie, Ruoyu Wu, Peiyi Wang, Runxin Xu, Ming Wu, Baobao Chang. 280-290 [doi]
• 3REC: A Motivation-Aware User-Item Interaction Framework for Enhancing Recommendation Accuracy with LLMsLining Chen, Qingwen Zeng, Huaming Chen. 291-300 [doi]
• Efficient Mask Learning for Language Model Fine-TuningMinping Chen, Ruijia Yang, Zeyi Wen. 301-311 [doi]
• Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and HeterogeneityQin Chen, Guojie Song. 312-321 [doi]
• Energy-Guided Diffusion Sampling for Long-Term User Behavior Prediction in Reinforcement Learning-based RecommendationXiaocong Chen, Siyu Wang 0001, Lina Yao 0001. 322-331 [doi]
• Maximum In-Support Return Modeling for Dynamic Recommendation with Language Model PriorXiaocong Chen, Siyu Wang 0001, Lina Yao 0001. 332-341 [doi]
• Target Item-oriented Conditional Diffusion Differential Transformer for Next-Item PredictionXiaoqing Chen 0004, Zitao Xu, Weike Pan, Zhong Ming 0001. 342-352 [doi]
• ConsensNet: A Unified Consensus-Centric Framework for Incomplete Multi-View ClusteringYifei Chen, Xiaolin Xiao, Yue-jiao Gong. 363-372 [doi]
• NR-GCF: Graph Collaborative Filtering with Improved Noise ResistanceYijun Chen, Bohan Li 0001, Yicong Li 0001, Lixiang Song, Haofen Wang, Wenlong Wu, Junnan Zhuo, Hongzhi Yin. 373-382 [doi]
• High-Context Empathy in Conversations for Large Language ModelsYuyan Chen, Lei Xia, Jinghan Cao, Zhendong Hou, Weinan Dai, Zhixu Li. 383-392 [doi]
• Rethinking Client-oriented Federated Graph LearningZekai Chen, Xunkai Li, Yinlin Zhu, Rong-Hua Li, Guoren Wang. 393-402 [doi]
• Hypercomplex Prompt-aware Multimodal RecommendationZheyu Chen 0003, Jinfeng Xu 0003, Hewei Wang 0001, Shuo Yang 0011, Zitong Wan, Haibo Hu. 403-414 [doi]
• FROG: Fair Removal on GraphZiheng Chen 0002, Jiali Cheng, Hadi Amiri, Kaushiki Nag, Lu Lin, Sijia Liu, Gabriele Tolomei, Xiangguo Sun. 415-424 [doi]
• Advancing Temporal Sensitive Question Answering through Progressive Multi-Step ReflectionZiyang Chen, Erxue Min, Xiang Zhao 0002, Yunxin Li, Xin Jia, Jinzhi Liao, Shuaiqiang Wang, Baotian Hu, Dawei Yin 0001. 425-435 [doi]
• Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented GenerationYiruo Cheng, Hongjin Qian, Fengran Mo, Yongkang Wu, Zhonghua Li, Qi Ye 0006, Ji-Rong Wen, Zhicheng Dou. 436-447 [doi]
• PP-STAT: An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic EncryptionHyunMin Choi. 448-457 [doi]
• DYCOR: Capturing Hidden Stock Relationships for Stock Trend PredictionKangmin Choi, Geon Shin, Jungwoo Yang, Hyunjoon Kim. 458-467 [doi]
• Learnable Orthogonal Decomposition for Non-Regressive Prediction for PDEYun Young Choi, Kyujin Han, Joohwan Ko, Sangwook Baek, Seunghwan Lee. 468-477 [doi]
• BrainX: A Universal Brain Decoding Framework with Feature Disentanglement and Neuro-Geometric Representation LearningZheng Cui, Dong Nie, Pengcheng Xue, Xia Wu 0001, Daoqiang Zhang, Xuyun Wen. 478-487 [doi]
• FedGVD: Efficient Federated Graph Learning via Unidirectional Distillation with Dynamic Virtual NodesZhehao Dai, Guojiang Shen, Yuyue Hu, Jiaxin Du, Xiao Han 0004, Xiangjie Kong 0001. 488-497 [doi]
• TFMAdapter: Lightweight Instance-Level Adaptation of Foundation Models for Forecasting with CovariatesAfrin Dange, Sunita Sarawagi. 498-507 [doi]
• ExplorAct: Context-Aware Next Action Recommendations for Interactive Data ExplorationDinuka Manohara de Zoysa, James Bailey, Renata Borovica-Gajic. 509-519 [doi]
• Correlation-aware Online Change Point DetectionChengyuan Deng, Zhengzhang Chen, Xujiang Zhao, Haoyu Wang 0003, Junxiang Wang, Jie Gao 0001, Haifeng Chen. 520-530 [doi]
• Mitigating Latent Confounding Bias in Recommender SystemsJianfeng Deng, Qingfeng Chen, Debo Cheng, Xiaojing Du, Jiuyong Li, Lin Liu 0003. 531-541 [doi]
• DDE-CLIP: Detail-Guided Dual-Modal Enhancement for Zero-Shot Anomaly DetectionZehao Deng, Qingzhi Ma, An Liu 0002. 542-552 [doi]
• Urban In-context Learning: A New Paradigm for Urban Indicator PredictionZerong Deng 0001, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu 0013, Leilei Sun. 553-563 [doi]
• DIVAgent: A Diversified Search Agent that Mimics the Human Search ProcessZhirui Deng, Jingfen Qiao, Zhicheng Dou, Ji-Rong Wen, Maarten de Rijke. 564-574 [doi]
• Unsupervised Adversarial Contrastive Hashing for Cross-Modal RetrievalGuohui Ding, Zhonghua Li, Rui Zhou 0001, Qian Gao 0003. 575-584 [doi]
• EventPuzzle: A Benchmark for Multi-Perspective Event Prediction Based on Event ArgumentsGuoxuan Ding, Junhao Zhou, Yuqing Li, Xiaobo Guo, Xin Wang, Daren Zha. 585-594 [doi]
• Adaptive Bidirectional State Space Model for High-frequency Portfolio ManagementWei Ding, Hanpeng Jiang, Ruibo Xiong, Yongrong Wu, Jingan Chen, Lifan Chen, Pengfei Ding, Fan Lin. 595-604 [doi]
• Exploring the Impact of Warnings on User Perception towards AI-Generated Content in Search ResultsPia Donabauer, David Elsweiler. 605-614 [doi]
• Decoupling Feature Entanglement for Personalized Federated Learning via Neural CollapseHaizhou Du, Pengfei Li. 615-624 [doi]
• MUSE: A Multi-slice Joint Analysis Method for Spatial Transcriptomics ExperimentsZiheng Duan, Xi Li, Zhiqing Xiao, Rex Ying, Jing Zhang 0062. 625-634 [doi]
• Hearable Image: On-Device Image-Driven Sound Effect Generation for Hearing What You SeeDeokjun Eom, Nahyun Kim, Woo Hyun Nam, Kyung-Rae Kim, Chaebin Im, Jungwon Park. 635-644 [doi]
• LLM-Enhanced Generalized Category Discovery via Iterative Graph DiffusionKangjia Fan, Yilong Zhao, Daifeng Li, Changze Lin, Weijun Zhang, Zhiwen Zhong. 645-654 [doi]
• Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware RegularizationYongfu Fan, Jin Chen 0008, Yangzixuan Jiao, Ximu Zeng, Liwei Deng 0001, Kai Zheng 0001. 655-664 [doi]
• MMFair: Fair Learning via Min-Min OptimizationKejie Fang, Kun Zhai, Xingjun Ma. 665-674 [doi]
• Higher-Order Information Matters: A Representation Learning Approach for Social Bot DetectionMin Gao 0004, Qiang Duan, Boen Liu, Yu Xiao 0001, Xin Wang 0002, Yang Chen 0001. 675-685 [doi]
• DT-FedSDC: A Dual-Target Federated Framework with Semantic Enhancement and Disentangled Contrastive Learning for Cross-Domain RecommendationShanyang Gao, Shanfeng Wang, Lanyu Yao, Jianzhao Li, Zhao Wang, Maoguo Gong, Ke Pan 0001. 686-695 [doi]
• Bidirectional Temporal-Aware Modeling with Multi-Scale Mixture-of-Experts for Multivariate Time Series ForecastingYiFan Gao, Boming Zhao, Haocheng Peng, Hujun Bao, Jiashu Zhao, Zhaopeng Cui. 696-706 [doi]
• LangPTune: Optimizing Language-based User Profiles for RecommendationZhaolin Gao, Joyce Zhou, Yijia Dai, Thorsten Joachims. 707-717 [doi]
• High-Order Moments Conditional Domain Adaptation Networks for Wearable Human Activity RecognitionIndrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy. 718-728 [doi]
• PathLens: Structurally Enhancing Heterophilic Graphs for GNNsKaran Goyal, Saankhya Samanta, Vikram Goyal, Mukesh K. Mohania. 729-739 [doi]
• PERC: A Prior-Guided Framework for Classifying Long-Content Educational Resources with Imbalanced Category DistributionsQuanlong Guan, Xiuliang Duan, Zhi Chen, Xingyu Zhu 0011, Jianbo Huang, Xinzhong Liu, Zonglin Liu, Liangda Fang. 740-749 [doi]
• Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model EditingDongliang Guo 0002, Mengxuan Hu, Zihan Guan 0001, Junfeng Guo, Thomas Hartvigsen, Sheng Li 0001. 750-760 [doi]
• Twin-Flow Generative Ranking Network for RecommendationHao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang 0005, Lei Wang 0198, Jinpeng Wang 0001, Zeshun Li, Sheng Chen. 771-780 [doi]
• When Variety Seeking Meets Multi-Sided Recommendation Fairness: A Consistent and Personalized Multi-Objective Optimization FrameworkJiayi Guo, Jiangning He, Chenyan Wang, Xinran Wu. 781-790 [doi]
• Proto-Yield: An Uncertainty-Aware Prototype Network for Yield Prediction in Real-world Chemical ReactionsKehan Guo, Zhen Liu, Zhichun Guo, Bozhao Nan, Olexandr Isayev, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang 0001. 791-801 [doi]
• KRAFT: A Knowledge Graph-Based Framework for Automated Map ConflationFarnoosh Hashemi, Laks V. S. Lakshmanan. 802-812 [doi]
• Addressing the Distortion of Community Representations in Anomaly Detection on Attributed NetworksEnbo He, Yitong Hao, Yue Zhang, Guisheng Yin, Lina Yao 0001. 813-822 [doi]
• EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music RecommendationMing He, Wenbo Luo, Yongjie Zheng, Junkai Zhang, Xiaolei Gao. 823-832 [doi]
• Improving the Safety of Medication Recommendation via Graph Augmented Patient Similarity NetworkMing He, Yongjie Zheng, Changle Li, Man Zhou. 833-842 [doi]
• LinkGPT: Leveraging Large Language Models for Enhanced Link Prediction in Text-Attributed GraphsZhongmou He, Jing Zhu 0005, Shengyi Qian 0001, Joyce Chai, Danai Koutra. 843-853 [doi]
• FakeChain: Exposing Shallow Cues in Multi-Step Deepfake DetectionMinji Heo, Simon S. Woo. 855-866 [doi]
• LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in RecommendationYimin Hou, Yue Kou, Derong Shen, Xiangmin Zhou, Dong Li 0023, Tiezheng Nie, Ge Yu 0001. 867-876 [doi]
• Model-Agonistic Iterative Graph Diversification for Improving Learning to Solve Graph Optimization ProblemsBay-Yuan Hsu, Chia-Hsun Lu, Chih-Ya Shen. 877-887 [doi]
• GRIT: An Accurate and Efficient Graph Stream Summarization for Temporal QueryJingxian Hu, Guozhang Sun, Xin Wang, Yuhai Zhao, Yuan Li 0008, Xingwei Wang 0001. 888-897 [doi]
• k-Vertex Connected Components in Large Scale NetworksXinchao Hu, Yuan Li 0008, Feng Guo, Shan Huang, Guoli Yang, Yuhai Zhao. 898-907 [doi]
• Mixture of Semantic and Spatial Experts for Explainable Traffic PredictionYang Hu, Shaobo Li 0001, Dawen Xia, Zhiheng Zhou, Wenyong Zhang, Huaqing Li 0001, Xingxing Zhang 0003, Senzhang Wang. 908-917 [doi]
• Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set IntersectionZheng Hu 0005, Boyu Yang 0003, Weiguo Zheng. 918-927 [doi]
• CS-Agent: LLM-based Community Search via Dual-agent CollaborationJiahao Hua, Long Yuan, Qingshuai Feng, Qiang Fan, Shan Huang. 928-938 [doi]
• Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity PredictionFeng Huang 0004, Yuhang Xia, Ziyan Wang, Liuqing Yang, Wen Zhang 0008. 939-948 [doi]
• Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion ModelsHongtao Huang, Xiaojun Chang, Lina Yao 0001. 949-959 [doi]
• Enhancing Multimodal Entity Linking via Distillation and Multimodal Large Language ModelsJintao Huang, Dong Wang, Shasha Li, Yuanxi Peng, Ruochun Jin. 960-969 [doi]
• Hyperspherical Dynamic Multi-Prototype with Arguments Dependencies and Role Consistency for Event Argument ExtractionXiaojia Huang, Ruifang He, Fei Huang, Bo Wang 0011, Sen Yao, Xiaohong Li. 970-979 [doi]
• OFIA: An Object-centric Fine-grained Alignment Enhancement for Video-Text RetrievalZhengqi Huang, Wei Li, Chuang Dong, Mingxin Liu. 980-989 [doi]
• Unlocking the Potential of Smaller Language Models as Superior Instruction EvolversTingfeng Hui, Lulu Zhao, Guanting Dong, Yaqi Zhang, Sen Su. 990-1000 [doi]
• Scaling Trust: Veracity-Driven Defect Detection in Entity SearchOrnella Irrera, Stefano Marchesin 0001, Gianmaria Silvello, Omar Alonso. 1001-1012 [doi]
• Deep Modality-Disentangled Prompt Tuning for Few-Shot Multimodal Sarcasm DetectionSoumyadeep Jana, Abhrajyoti Kundu, Sanasam Ranbir Singh. 1013-1023 [doi]
• Streamlining Feature Interactions via Selectively Crossing Vectors for Click-Through Rate predictionByungwoo Jang, Jinhee Park, Eunil Park. 1024-1034 [doi]
• Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact AssaultsDonghyun Jeon, Lijing Zhu, Haifang Li, Pengze Li, Jingna Feng, Tiehang Duan, Houbing Herbert Song, Cui Tao, Shuteng Niu. 1035-1045 [doi]
• Identifying Critical Segments Affecting Piano Performance EvaluationHyerim Jeon, Wen-Syan Li. 1046-1056 [doi]
• ST-LINK: Spatially-Aware Large Language Models for Spatio-Temporal ForecastingHyotaek Jeon, Hyunwook Lee, JuWon Kim, Sungahn Ko. 1057-1067 [doi]
• Parameter-Efficient Transfer Learning for EEG Foundation Models via Task-Relevant Feature FocusingJaehyun Jeon 0001, Seungwoo Jeong, Yeajin Shon, Heung-Il Suk. 1068-1077 [doi]
• Entity-Aware Generative Retrieval for Personalized ContextsJihyeong Jeon, Jiwon Lee, Cheol Ryu, U Kang. 1078-1090 [doi]
• Seeing Through the Blur: Unlocking Defocus Maps for Deepfake DetectionMinsun Jeon, Simon S. Woo. 1091-1102 [doi]
• Local Large Language Models for RecommendationYujin Jeon, Jooyoung Kim, Joonseok Lee. 1103-1113 [doi]
• Frequency-Conditioned Diffusion Models for Time Series GenerationSeungwoo Jeong, Junghyo Sohn, Jaehyun Jeon 0001, Heung-Il Suk. 1114-1123 [doi]
• From Anchors to Answers: A Novel Node Tokenizer for Integrating Graph Structure into Large Language ModelsYanbiao Ji, Chang Liu 0078, Xin Chen 0077, Dan Luo, Mei Li, Yue Ding 0001, Wenqing Lin, Hongtao Lu 0001. 1124-1134 [doi]
• Adapting Large Language Models to Log Analysis with Interpretable Domain KnowledgeYuhe Ji, Yilun Liu 0001, Feiyu Yao, Minggui He, Shimin Tao, Xiaofeng Zhao, Chang Su 0001, Xinhua Yang, Weibin Meng, Yuming Xie, Boxing Chen, Shenglin Zhang, Yongqian Sun. 1135-1144 [doi]
• SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender SystemsPengyue Jia, Zhaocheng Du, Yichao Wang 0001, Xiangyu Zhao 0001, Xiaopeng Li 0014, Yuhao Wang 0006, Qidong Liu 0002, Huifeng Guo, Ruiming Tang. 1145-1155 [doi]
• SUMMA: A Multimodal Large Language Model for Advertisement SummarizationWeitao Jia, Shuo Yin, Zhoufutu Wen, Han Wang, Zehui Dai, Kun Zhang, Zhenyu Li, Tao Zeng, Xiaohui Lv. 1156-1167 [doi]
• Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned AnsweringGongyao Jiang, Qiong Luo 0001. 1168-1178 [doi]
• Community-Aware Social Community RecommendationRunhao Jiang, Renchi Yang, Wenqing Lin. 1179-1189 [doi]
• Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-Label ClassificationRuobing Jiang, Mengzhe Liu, Haobing Liu 0001, Yanwei Yu. 1190-1199 [doi]
• Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category DiscoveryRuobing Jiang, Yang Liu, Haobing Liu 0001, Yanwei Yu, Chunyang Wang 0001. 1200-1209 [doi]
• Balance and Brighten: A Twin-Propeller Network to Release Potential of Physics Laws for Traffic State EstimationWeihao Jiang, Yao Fu 0006, Hong Zhao, Xiaoyu Cai, Ruiheng Yang, Linsen Li, Jiang Zhu. 1210-1219 [doi]
• Dangerous Language Habits! Exploiting Code-Mixing for Backdoor Attacks on NLP ModelsHaotian Jin, Haihui Fan, Jinchao Zhang 0002, Yang Li 0192, Bo Li 0063, Junhao Zhou. 1220-1230 [doi]
• Point-DMAE: Point Cloud Self-supervised Learning via Density-directed Masked AutoencodersXianglong Jin, Zheng Wang 0037, Wenjie Zheng, Feiping Nie 0001. 1231-1238 [doi]
• Enhancing Information Diffusion Prediction via Multiple Granularity Hypergraphs and Position-aware Sequence ModelWeikai Jing, Yuchen Wang, Haotong Du, Songxin Wang, Xiaoyu Li, Chao Gao 0001. 1239-1248 [doi]
• Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric BiasWansik Jo, Jooyeong Na, Soyeon Hong, Seungtaek Choi, Hyunsouk Cho. 1249-1259 [doi]
• Generalizing Query Performance Prediction under Retriever and Concept Shifts via Data-driven CorrectionJaehwan Jung, Jong-June Jeon. 1261-1271 [doi]
• Efficiency Boost in Decentralized Optimization: Reimagining Neighborhood Aggregation with Minimal OverheadDurgesh Kalwar, Mayank Baranwal, Harshad Khadilkar. 1272-1281 [doi]
• Causal Effect Variational Transformer for Public Health Measures and COVID-19 Infection Cluster AnalysisJinho Kang, Sungjun Lim 0002, Hojun Park, Jiyoung Jung, Jaehun Jung, Kyungwoo Song. 1282-1291 [doi]
• Curriculum Guided Personalized Subgraph Federated LearningMinku Kang, Hogun Park. 1292-1301 [doi]
• Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-JudgeHeegyu Kim, Taeyang Jeon, Seungtaek Choi, Jihoon Hong, Dongwon Jeon, Ga-Yeon Baek, Gyeong-Won Kwak, Dong-Hee Lee, Jisu Bae, Chihoon Lee, Yoon-Seo Kim, Seon-Jin Choi, Jin Seong Park, Sung Beom Cho, Hyunsouk Cho. 1302-1312 [doi]
• Self-supervised Dual-view Framework with Tailored Negative Sampling for New Activity DetectionHyunju Kim 0001, Dongman Lee. 1313-1323 [doi]
• Exploring Diverse Sparse Network Structures via Dynamic Pruning with Weight AlignmentJinwoo Kim, Jongyun Shin, Sangho An, Jangho Kim. 1324-1333 [doi]
• Leveraging Multi-facet Paths for Heterogeneous Graph Representation LearningJongwoo Kim, SeongYeub Chu, Hyeongmin Park, Bryan Wong, Keejun Han, Mun Yong Yi. 1334-1343 [doi]
• From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial MarketsJuWon Kim, Hyunwook Lee, Hyotaek Jeon, Seungmin Jin, Sungahn Ko. 1344-1353 [doi]
• A Self-Supervised Mixture-of-Experts Framework for Multi-behavior RecommendationKyungHo Kim, Sunwoo Kim, Geon Lee, Kijung Shin. 1354-1363 [doi]
• From Menus to the Interactive Food-Ordering SystemsMin-Ji Kim, Seong-Jin Park, Jaehwan Ha, Ju Won Seo, Dinara Aliyeva, Kang Min Kim. 1364-1374 [doi]
• OASIS: Open-world Adaptive Self-supervised and Imbalanced-aware SystemMiru Kim, Mugon Joe, Minhae Kwon. 1375-1385 [doi]
• Online Activation Value-aware Clustering and Aggregation for Faithful Argumentative ExplanationsUngsik Kim, Jiho Bae, Sang-Min Choi, Suwon Lee. 1386-1395 [doi]
• Where Does Legal AI Fail? Evaluating RAG PipelinesYongjae Kim, Wonjae Lee. 1396-1405 [doi]
• Constructing Set-Compositional and Negated Representations for First-Stage RankingAntonios Minas Krasakis, Andrew Yates, Evangelos Kanoulas. 1406-1416 [doi]
• FairRegBoost: An End-to-End Data Processing Framework for Fair and Scalable RegressionNico Lässig, Melanie Herschel. 1417-1427 [doi]
• D-HAT: Dynamic Hypergraph Representation Learning with Attention-Based Multi-Level Hypergraph SamplingAh-Hyun Lee, Gordon Euhyun Moon. 1428-1437 [doi]
• Advanced Privacy Protection in Federated Learning using Server-initiated Homomorphic EncryptionCameron Lee, Matthew L. Daggitt, Yansong Gao 0001, Jin B. Hong. 1438-1448 [doi]
• Amortized Baseline Selection via Rank-Revealing QR for Efficient Model ExplanationChanwoo Lee, Youngjin Park, Hyeongeun Lee, Yeeun Yoo, Daehee Han, Junho Choi, Geonhyeong Kim, Nari Kim, Jaesik Choi. 1449-1457 [doi]
• Mitigating Distribution Shift in Stock Price Data via Return-Volatility Normalization for Accurate PredictionHyunWoo Lee, Jihyeong Jeon, Jaemin Hong, U Kang. 1458-1467 [doi]
• Context-aware Sequential Bundle Recommendation via User-specific RepresentationsJaeri Lee, U Kang. 1468-1476 [doi]
• Learning Graph Edit Distance via Node Matching PatternsJunkyu Lee, Jongik Kim. 1477-1486 [doi]
• SwaGNER: Leveraging Span-aware Grid Transformers for Accurate Nested Named Entity RecognitionSeungjoo Lee, Yong-chan Park, U Kang. 1487-1496 [doi]
• Pedagogy-R1: Pedagogical Large Reasoning Model and Well-balanced Educational BenchmarkUnggi Lee, Jaeyong Lee, Jiyeong Bae, Yeil Jeong, Junbo Koh, Gyeonggeon 'Boaz' Lee, Gunho Lee, Taekyung Ahn, Hyeoncheol Kim. 1497-1507 [doi]
• BOVIS: Bias-Mitigated Object-Enhanced Visual Emotion AnalysisYubeen Lee, Sangeun Lee, Junyeop Cha, Jufeng Yang, Eunil Park. 1508-1518 [doi]
• What Data is Really Necessary? A Feasibility Study of Inference Data Minimization for Recommender SystemsJens Leysen, Marco Favier, Bart Goethals. 1519-1529 [doi]
• Fast Outlier Detection in Oblique SubspacesBowen Li, Charu C. Aggarwal, Peixiang Zhao 0001. 1530-1539 [doi]
• Bridging Queries and Tables through Entities in Open-Domain Table RetrievalDa Li, Keping Bi, Jiafeng Guo, Xueqi Cheng. 1540-1550 [doi]
• Publicly Verifiable and Fault-Tolerant Privacy-Preserving Aggregation for Federated LearningGuohao Li 0004, Qi Jiang 0001, Lu Zhou, Li Yang 0005. 1551-1561 [doi]
• DO: An Efficient Deep Reinforcement Learning Approach for Optimal Route with Collective Spatial KeywordsJiajia Li 0003, Jiming Dong, Lei Li 0003, Yu Yang 0012, Xin Wang 0030, Mengxuan Zhang 0001. 1562-1571 [doi]
• Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level PerturbationJiatao Li 0001, Yanheng Li 0001, Xinyu Hu 0001, Mingqi Gao 0002, Xiaojun Wan 0001. 1572-1581 [doi]
• Tilia: Enhancing LIME with Decision Tree SurrogatesJihang Li, Jiacheng Qiu, Yin-Ping Zhao, Zeyi Wen. 1582-1592 [doi]
• A Node-Aware Dynamic Quantization Approach for Graph Collaborative FilteringLin Li 0001, Chunyang Li, Yu Yin, Xiaohui Tao 0001, Jianwei Zhang 0002. 1593-1602 [doi]
• KUG: Joint Enhancement of Internal and External Knowledge for Retrieval-Augmented GenerationMingyang Li, Shisong Chen, Shengkun Tu, Ziyi Du, Jinghao Zhang, Zhixu Li, Yanghua Xiao. 1603-1612 [doi]
• Content-Agnostic Moderation for Stance-Neutral RecommendationsNan Li, Bo Kang, Tijl De Bie. 1613-1623 [doi]
• TKHist: Cardinality Estimation for Join Queries via Histograms with Dominant Attribute Correlation FindingRenrui Li, Qingzhi Ma, Jiajie Xu 0001, Lei Zhao 0001, An Liu 0002. 1624-1633 [doi]
• Contextual Representation Anchor Network for Mitigating Selection Bias in Few-Shot Drug DiscoveryRuifeng Li, Wei Liu, Xiangxin Zhou, Mingqian Li, Qiang Zhang 0026, Hongyang Chen 0001, Xuemin Lin 0001. 1634-1642 [doi]
• Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and InsightsRuyu Li, Wenhao Deng 0001, Yu Cheng 0011, Zheng Yuan, Jiaqi Zhang, Fajie Yuan. 1643-1653 [doi]
• Linking Ordered and Orderless Modeling for Sequential RecommendationSijia Li, Min Gao 0001, Zongwei Wang 0002, Yibing Bai, Wuhan Chen. 1654-1664 [doi]
• Give Me Some SALT: Structure-Aware Link Modeling for Temporal Weighted Link PredictionTing Li, Hanchen Wang, Yiran Li, Xiaolei Liu. 1665-1674 [doi]
• QGCMA: A Framework for Knowledge-Based Visual Question AnsweringWei Li 0233, Zhixin Li 0001. 1675-1684 [doi]
• Scenario-Wise Rec: A Multi-Scenario Recommendation BenchmarkXiaopeng Li 0014, Jingtong Gao, Pengyue Jia, Xiangyu Zhao 0001, Yichao Wang 0002, Wanyu Wang, Yejing Wang, Yuhao Wang 0006, Huifeng Guo, Ruiming Tang. 1685-1695 [doi]
• Structural Entropy-based Multivariate Time Series ForecastingXinhui Li, Kun Yue, Lixing Yu, Peizhong Yang. 1696-1705 [doi]
• OFedED: One-shot Federated Learning with Model Ensemble and Dataset DistillationXuhui Li, Zhengquan Luo, Zihui Cui, Xin Cao, Zhiqiang Xu. 1706-1715 [doi]
• Ensemble Pruning via Graph Neural NetworksYuanke Li, Yiyang Liu, Dongmian Zou, Hongfei Wang. 1716-1725 [doi]
• STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging ApproachYujie Li 0008, Zezhi Shao, Chengqing Yu, Tangwen Qian, Zhao Zhang 0011, Yifan Du 0004, Shaoming He, Fei Wang 0014, Yongjun Xu 0001. 1726-1736 [doi]
• BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting ProcessYuxin Li, Chen Xu 0010, Jun Xu 0001, Ji-Rong Wen. 1737-1747 [doi]
• A Cost-Aware Approach for Collaborating Large Language Models and Small Language ModelsZheng Li 0026, Xuyun Zhang, Sheng Lu, Hua Deng, Hao Tian 0012, Wanchun Dou. 1748-1757 [doi]
• Differentiable Probabilistic Logic Reasoning For Knowledge Graph CompletionZhongbin Li, Lixing Yu, Kun Yue, Xinquan Wu. 1758-1767 [doi]
• Calibrating on Kolmogorov-Arnold NetworkWenhao Liang, Wei Emma Zhang, Lin Yue, Miao Xu 0001, Olaf Maennel, Weitong Chen 0001. 1768-1777 [doi]
• Calibrating on Medical Segmentation Model through Signed DistanceWenhao Liang, Wei Emma Zhang, Lin Yue, Miao Xu 0001, Olaf Maennel, Weitong Chen 0001. 1778-1787 [doi]
• UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal FusionZiHan Liang, Yufei Ma 0011, Zhipeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li 0005. 1788-1797 [doi]
• Federated Continual RecommendationJaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu. 1798-1808 [doi]
• ConGM: Contrastive Graph Matching for Graph Self-Supervised LearningHongxiang Lin, Lei Wang, Huiying Hu, Xiaoqing Lyu. 1809-1818 [doi]
• To Know What User Concerns: Conceptual Knowledge Reasoning for User Satisfaction Estimation in E-Commerce Dialogue SystemsLi Lin 0011, Yaochang Liu, Kaiwen Xia, Shuai Wang 0008. 1819-1828 [doi]
• SC-DAG: Semantic-Constrained Diffusion Attacks for Stealthy Exposure Manipulation in Visually-Aware Recommender SystemsZe Lin, Yuqiu Qian, Xiaodong Li, Ziyu Lyu, Hui Li 0057. 1829-1838 [doi]
• Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain RecommendationZhutian Lin, Junwei Pan, Haibin Yu, Xi Xiao, Ximei Wang, Zhixiang Feng, Shifeng Wen, Shudong Huang, Dapeng Liu, Lei Xiao. 1839-1849 [doi]
• EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series ForecastingJiahao Ling, Xuan Yang, Shimin Gong, Bo Gu 0003. 1850-1860 [doi]
• From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn ClassificationJunhua Liu 0002, Tan Yong Keat, Bin Fu, Kwan Hui Lim 0001. 1861-1871 [doi]
• Improved Personalized Headline Generation via Denoising Fake Interests from Implicit FeedbackKejin Liu, Junhong Lian, Xiang Ao 0001, Ningtao Wang, Xing Fu, Yu Cheng 0005, Weiqiang Wang 0002, Xinyu Liu. 1872-1881 [doi]
• AdaPatch: Adaptive Patch-Level Modeling for Non-Stationary Time Series ForecastingKun Liu, Zhongjie Duan, Cen Chen 0001, Yanhao Wang 0001, Dawei Cheng, Yuqi Liang. 1882-1891 [doi]
• LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle RecommendationShiqin Liu, Chaozhuo Li, Minjun Zhao, Litian Zhang, Jiajun Bu. 1892-1902 [doi]
• Masked Graph Distance Network for Accurate Subgraph Similarity ComputationXijuan Liu, Yin Chen, Fan Li 0016, Xiaoyang Wang 0002, HaiYang Hu, Ying Zhang 0001. 1903-1913 [doi]
• Seeing Sequences like Humans: Pattern Classification Driven Time-Series Forecasting via Vision Language ModelsXingyu Liu, Min Gao 0001, Zongwei Wang 0002, Yinbing Bai. 1914-1924 [doi]
• Enabling Group Fairness in Machine Unlearning via Distribution CorrectionYezi Liu, Yanning Shen. 1925-1935 [doi]
• Enhancing Recommendation with Reliable Multi-profile Alignment and Collaborative-aware Contrastive LearningYibin Liu, Jianyu Zhang, Shijian Li. 1936-1946 [doi]
• Structure-Attribute Transformations with Markov Chain Boost Graph Domain AdaptationZhen Liu, Yongtao Zhang, Shaobo Ren, Yuxin You. 1947-1957 [doi]
• Chunked Data Shapley: A Scalable Dataset Quality Assessment for Machine LearningAndreas Loizou, Dimitrios Tsoumakos. 1958-1967 [doi]
• Harnessing Large Language Models for Group POI RecommendationsJing Long, Liang Qu, Junliang Yu, Tong Chen 0005, Quoc Viet Hung Nguyen, Hongzhi Yin. 1968-1978 [doi]
• ParaStyleTTS: Toward Efficient and Robust Paralinguistic Style Control for Expressive Text-to-Speech GenerationHaowei Lou, Hye-Young Paik, Wen Hu 0001, Lina Yao 0001. 1979-1988 [doi]
• Dual Denoising Diffusion Model for Session-based Social RecommendationMengying Lu, Hai-Tao Zheng 0002, Lan Zhou, Qi Li 0002, Jinxiao Shan, Zhixing Li, Hong-Gee Kim. 1989-1999 [doi]
• Collaborative Interest Mining Network for Knowledge Graph-based RecommendationJie Luo, Ying Pan, Guoliang Huang. 2000-2010 [doi]
• LEI: Reinforced Multi-Object Cache AdmissionHexuan Lv, Yuhai Zhao, Sice Wang. 2011-2021 [doi]
• MARM: Unlocking the Recommendation Cache Scaling-Law through Memory Augmentation and Scalable ComplexityXiao Lv, Jiangxia Cao, Shijie Guan, Xiaoyou Zhou, Zhiguang Qi, Yaqiang Zang, Ben Wang 0006, Guorui Zhou. 2022-2031 [doi]
• MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learningZhisheng Lv, Jianfeng Zhang, Songlei Jian, Chenlin Huang, Hongguang Zhang, Guansong Pang, Zhong Liu. 2032-2041 [doi]
• Multimodal Sentiment Analysis with Multi-Perspective Thinking via Large Multimodal ModelsJuhao Ma, Shuai Xu, Yicong Li 0016, Xiaoming Fu 0001. 2042-2051 [doi]
• Reconsidering the Performance of GAE in Link PredictionWeishuo Ma, Yanbo Wang, Xiyuan Wang, Muhan Zhang. 2052-2062 [doi]
• As Good as It KAN Get: High-Fidelity Audio RepresentationPatryk Marszalek, Maciej Rut, Piotr Kawa, Przemyslaw Spurek, Piotr Syga. 2063-2073 [doi]
• Tight Bounds for Jensen's Gap with Applications to Variational InferenceMarcin Mazur, Tadeusz Dziarmaga, Piotr Koscielniak, Lukasz Struski. 2074-2083 [doi]
• 3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock PredictionJieyuan Mei, Jindong Tian, Ronghui Xu 0001, Hanyue Wei, Chenjuan Guo, Bin Yang 0002. 2084-2094 [doi]
• Dense Retrieval for Aggregated SearchLang Mei, Sijie Liu, Ziyuan Zhao, Rolan Yan, Jiaxin Mao, Jirong Wen. 2095-2104 [doi]
• Usefulness and Diminishing Returns: Evaluating Social Information in Recommender SystemsQing Meng, Huiyu Min, Ming Shan Hee, Roy Ka-Wei Lee, Bing Tian Dai, Shuai Xu. 2105-2114 [doi]
• A Cost-Effective Framework to Evaluate LLM-Generated Relevance JudgementsSimone Merlo, Stefano Marchesin 0001, Guglielmo Faggioli, Nicola Ferro 0001. 2115-2126 [doi]
• Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge GraphsDezhuang Miao, Yibin Du, Xiang Li 0117, Xiaoming Zhang, Jiahe Li, Bo Zhang, Bingyu Yan, Lian Zhang, Litian Zhang. 2127-2136 [doi]
• Towards Adaptive Personalized Conversational Information RetrievalFengran Mo, Yuchen Hui, Yuxing Tian, Zhaoxuan Tan, Chuan Meng, Zhan Su 0002, Kaiyu Huang, Jian-Yun Nie. 2137-2147 [doi]
• EFU: Enforcing Federated Unlearning via Functional EncryptionSamaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia. 2148-2158 [doi]
• Learning Optimal Personalised Reservation Prices in Impression Ad Auctions with Mixture Density NetworksDmitrii Moor, Emma Zetterdahl, Paul van Vliet, Zhenwen Dai, Mounia Lalmas. 2159-2168 [doi]
• Improving Text Embedding Models with Positive-aware Hard-negative MiningGabriel de Souza Pereira Moreira, Radek Osmulski, Mengyao Xu, Ronay Ak, Benedikt Schifferer, Even Oldridge. 2169-2178 [doi]
• Latent Variable Modeling for Robust Causal Effect EstimationTetsuro Morimura, Tatsushi Oka, Yugo Suzuki, Daisuke Moriwaki. 2179-2189 [doi]
• Get Global Guarantees: On the Probabilistic Nature of Perturbation RobustnessWenchuan Mu, Kwan Hui Lim 0001. 2190-2200 [doi]
• Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept RepresentationMohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang, Zijun Yao 0001. 2201-2211 [doi]
• PriviRec: Confidential and Decentralized Graph Filtering for Recommender SystemsJulien Nicolas, César Sabater, Mohamed Maouche, Mark Coates, Sonia Ben Mokhtar. 2212-2221 [doi]
• Addressing Personalized Bias for Unbiased Learning to RankZechun Niu, Lang Mei, Liu Yang, Ziyuan Zhao, Qiang Yan, Jiaxin Mao, Ji-Rong Wen. 2222-2231 [doi]
• TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series ClassificationYongKyung Oh, Dongyoung Lim, Sungil Kim, Alex A. T. Bui. 2232-2242 [doi]
• Disentangling Complex Questions in LLMs via Multi-Hop Dependency GraphsRoland Oruche, Alphaeus Dmonte, Vani Seth, Zian Zeng, Yuanxun Zhang, Marcos Zampieri, Prasad Calyam. 2243-2252 [doi]
• Multimodal Sentiment Analysis via Progressive Fusion of Audio-Visual Affective DescriptionsLisong Ou, Zhixin Li 0001. 2253-2262 [doi]
• Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder DiagnosisMithat Can Ozgun, Jiahuan Pei, Koen V. Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang. 2263-2272 [doi]
• Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language ModelsDayan Pan, Zhaoyang Fu, Jingyuan Wang, Xiao Han 0004, Yue Zhu, Xiangyu Zhao 0001. 2273-2283 [doi]
• MRCLQR: A Framework for Logical Query Reasoning Based on Multi-information Relation ConstraintsPengwei Pan, Yu Liu 0053, Jun Ma, Jianfeng Qu, Wen-hua, Yanmei Kang. 2284-2293 [doi]
• Revisiting Long-Tailed Learning: Insights from an Architectural PerspectiveYuhan Pan, Yanan Sun, Wei Gong 0001. 2294-2304 [doi]
• Temporal Distance-aware Subgoal Generation for Offline Hierarchical Reinforcement LearningTaegeon Park, Seungho Baek, Jongchan Park, Seungjun Oh, Yusung Kim 0001. 2305-2314 [doi]
• How Fair is FAIR? Understanding LOD Cloud FAIRness Through Correlation PatternsMaria Angela Pellegrino, Gabriele Tuozzo. 2315-2325 [doi]
• Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization PartitioningKun Peng, Cong Cao 0001, Hao Peng 0001, Zhifeng Hao, Lei Jiang 0003, Kongjing Gu, Yanbing Liu 0007, Philip S. Yu. 2326-2335 [doi]
• Data-centric Prompt Tuning for Dynamic GraphsYufei Peng, Cheng Yang, Zhengjie Fan, Chuan Shi 0001. 2336-2345 [doi]
• DistillCaps: Enhancing Audio-Language Alignment in Captioning via Retrieval-Augmented Knowledge DistillationThinh Pham, Nghiem Tuong Diep, Lizi Liao, Binh T. Nguyen 0001. 2346-2356 [doi]
• Oblivious Johnson-Lindenstrauss embeddings for compressed Tucker decompositionsMatthew Pietrosanu, Bei Jiang, Linglong Kong. 2357-2365 [doi]
• Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR DataBhawna Piryani, Jamshid Mozafari, Abdelrahman Abdallah, Antoine Doucet, Adam Jatowt. 2366-2376 [doi]
• Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for RecommendationClaudio Pomo, Matteo Attimonelli, Danilo Danese, Fedelucio Narducci, Tommaso Di Noia. 2377-2387 [doi]
• Constraint Back-translation Improves Complex Instruction Following of Large Language ModelsYunjia Qi, Hao Peng 0015, Xiaozhi Wang, Bin Xu 0001, Lei Hou 0001, Juanzi Li. 2388-2398 [doi]
• Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent PrototypeJiaming Qian, Xinting Liao, Xiangmou Qu, Zhihui Fu, Xingyu Lou, Changwang Zhang, Pengyang Zhou, Zijun Zhou, Jun Wang 0020, Chaochao Chen 0001. 2399-2408 [doi]
• TCFMamba: Trajectory Collaborative Filtering Mamba for Debiased Point-of-Interest RecommendationJin Qian, Shiyu Song, Xin Zhang 0079, Dongjing Wang, He Weng, Haiping Zhang 0001, Dongjin Yu. 2409-2419 [doi]
• Invariant Treatment Effect Estimation via Consistent Constraints and Information BottleneckSiwei Qiang. 2420-2429 [doi]
• OBDD-NET: End-to-End Learning of Ordered Binary Decision DiagramsJunming Qiu, Rongzhen Ye, Weilin Luo, Kunxun Qi, Hai Wan, Yue Yu. 2430-2439 [doi]
• UniROM: Unifying Online Advertising Ranking as One ModelJunyan Qiu, Ze Wang, Fan Zhang, Zuowu Zheng, Jile Zhu, Jiangke Fan, Teng Zhang, Haitao Wang, Xingxing Wang. 2440-2449 [doi]
• GRLND: A Graph Reinforcement Learning Framework for Network DismantlingHongbo Qu, Xu Wang 0004, Yurong Song, Wei Ni 0001, Guo-Ping Jiang, Quan Z. Sheng. 2450-2459 [doi]
• Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-ExpertsYunke Qu, Liang Qu, Tong Chen 0005, Quoc Viet Hung Nguyen, Hongzhi Yin. 2460-2470 [doi]
• Causality-aware Graph Aggregation Weight Estimator for Popularity Debiasing in Top-K RecommendationYue Que, Yingyi Zhang, Xiangyu Zhao 0001, Chen Ma 0001. 2471-2481 [doi]
• ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data SettingsRehan Raza, Guanjin Wang, Kok Wai Wong, Hamid Laga, Marco Fisichella. 2482-2492 [doi]
• Modality Alignment with Multi-scale Bilateral Attention for Multimodal RecommendationKelin Ren, Chan-Yang Ju, Dong-Ho Lee. 2493-2502 [doi]
• Fine-Grained Emotion Recognition via In-Context LearningZhaochun Ren, Zhou Yang 0012, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao. 2503-2513 [doi]
• Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News RecommendationSeongeun Ryu, Yunyong Ko, Sang-Wook Kim. 2515-2524 [doi]
• Empirical Study of Over-Squashing in GNNs and Causal Estimation of Rewiring StrategiesDanial Saber, Amirali Salehi-Abari. 2525-2534 [doi]
• On Verifiable Legal Reasoning: A Multi-Agent Framework with Formalized Knowledge RepresentationsAlbert Sadowski, Jaroslaw A. Chudziak. 2535-2545 [doi]
• STGS: Spatio-temporal Graph Sparsification Using Reinforcement LearningNasrin Shabani, Amin Beheshti, Yuankai Qi, Venus Haghighi, Jin Foo, Jia Wu 0001. 2546-2555 [doi]
• General Adaptive Memory Allocation for Learned Bloom FiltersYou Shang, Xiang He, Ruiyuan Li, Yingying Sun, Guanyao Li, Guangchao Yang, Junbo Zhang 0004, Yu Zheng. 2556-2565 [doi]
• Retrieval-Augmented Image Captioning via Synthesized Entity-Aware Knowledge RepresentationsLin Shen, Chenxu Cui, Jinchao Zhang 0002, Haihui Fan, Haotian Jin, Bo Li 0063. 2566-2576 [doi]
• EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware ModellingLingzhi Shen, Xiaohao Cai, Yunfei Long, Imran Razzak, Guanming Chen, Shoaib Jameel. 2577-2587 [doi]
• ROKAN: Toward Interpretable and Domain-Robust Memory Behavior ModelingXiaoxuan Shen, Zhihai Hu, Di Chen, Jianwen Sun, Shengyingjie Liu. 2588-2598 [doi]
• Towards Few-shot Chemical Reaction Outcome PredictionYili Shen, Yijun Tian 0001, Cheng-Wei Ju, Olaf Wiest, Xiangliang Zhang 0001. 2599-2609 [doi]
• Local Structure-Adaptive Graph Filtering for Collaborative FilteringYijun Sheng, Ximing Chen 0002, Yanyan Liu 0003, Pui Ieng Lei, Zhiguo Gong. 2610-2620 [doi]
• Learning Invariant Reliability under Diverse Contexts for Robust Multimedia RecommendationYijun Sheng, Pui Ieng Lei, Yanyan Liu 0003, Ximing Chen 0002, Zhiguo Gong. 2621-2631 [doi]
• Continuous Data Augmentation via Condition-Tokenized Diffusion Transformer for Sequential RecommendationChenglong Shi, Haosen Wang, Pan Tang. 2632-2642 [doi]
• Incremental Learning for LLM-based Tokenization and RecommendationHaihan Shi, Xinyu Lin 0001, Wenjie Wang 0007, Wentao Shi 0002, Junwei Pan, Jie Jiang 0015, Fuli Feng. 2643-2652 [doi]
• SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering SimulationJiasheng Shi, Fu Lin, Weixiong Rao, Ze Gao. 2653-2662 [doi]
• Community Partition-based Source Localization with Adaptive Observers DeploymentJinchen Shi, Yang Fang 0001, Zhen Tan, Xin Zhang 0018, Xiang Zhao 0002. 2663-2673 [doi]
• MSOFormer: Multi-scale Transformer with Orthogonal Embedding and Frequency Modeling for Multivariate Time Series ForecastingQin Shi, Chu Xu, Zongtang Hu, Dong Shen, Dapeng Sun, Lijun Quan. 2674-2684 [doi]
• Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced RecommendationTeng Shi, Weijie Yu 0003, Xiao Zhang 0034, Ming He, Jianping Fan 0001, Jun Xu 0001. 2685-2695 [doi]
• Docking-Aware Attention: Dynamic Protein Representations through Molecular Context IntegrationAmitay Sicherman, Kira Radinsky. 2696-2706 [doi]
• InstANNS: Scalable Approximate Nearest Neighbor Search via Cost-Efficient In-Storage ProcessingBonggeun Sim, Yushin Kim, Minseo Kim, Yeonhong Park, Jae W. Lee. 2707-2717 [doi]
• Parse-LLM: A Prior-Free LLM Parser for Unknown System LogsChengyu Song, Lin Yang, Jianming Zheng, Jinzhi Liao, Feng Yang, Linru Ma, Fei Cai. 2718-2728 [doi]
• ProxySampler: Proxy Informativeness Estimation for Efficient Data Selection in Active LearningMiao-Hui Song, Lan Zhang 0002, Mu Yuan, Yijun Liu. 2729-2739 [doi]
• Quantized Factor Identifiable Causal Effect Variational AutoencoderSujeong Song, Junghyo Sohn, Eunsong Kang, Heung-Il Suk. 2740-2749 [doi]
• Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality IntegrationTengwei Song, Min Wu 0008, Yuan Fang 0001. 2750-2760 [doi]
• GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised LearningYu Song 0007, Zhigang Hua, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu 0031. 2761-2770 [doi]
• DiRW: Path-Aware Digraph Learning for HeterophilyDaohan Su, Xunkai Li, Zhenjun Li, Yinping Liao, Rong-Hua Li, Guoren Wang. 2771-2780 [doi]
• Extracting Global Temporal Patterns Within Short Look-Back Windows for Traffic ForecastingBo Sun, Zhe Wu 0006, Zhiyuan Deng, Li Su 0003, Qingfang Zheng. 2781-2790 [doi]
• Discovering Group Collapser for Network ResilienceGuozhang Sun, Haoyuan Wang, Yuhai Zhao, Zhengkui Wang, Yuan Li 0008, Xingwei Wang 0001. 2791-2800 [doi]
• AMBER: Adaptive Meta Balanced Paradigm for Heterogeneous Graph-Based Knowledge TracingLifan Sun, Zichen Yuan, Ersheng Ni, Weihua Cheng, Xinyuan Song 0002, Linkun Dai, Hongwei Jiang, Sibo Xu, Mengmeng Chen, Yucen Zhuang, Yongxin Ni, Youhua Li. 2801-2810 [doi]
• Hearing the Meaning, Not the Mess: Beyond Literal Transcription for Spoken LanguageMin Sun, Ke Xu, Jiarong Liu, Jifan Yang, Yan Fang, Weizheng Wang 0001, Qipeng Xie, Shuxin Zhong, Kaishun Wu. 2811-2820 [doi]
• Dynamic Ensemble Member Selection for Data Stream ClassificationYibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. 2821-2831 [doi]
• MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential RetrieverYijia Sun, Shanshan Huang, Linxiao Che, Haitao Lu, Qiang Luo 0004, Kun Gai, Guorui Zhou. 2832-2841 [doi]
• On the Cross-type Homophily of Heterogeneous Graphs: Understanding and UnleashingZhen Tao, Ziyue Qiao, Chaoqi Chen, Zhengyi Yang 0001, Lun Du, Qingqiang Sun. 2842-2852 [doi]
• STKGNN: Scalable Spatio-Temporal Knowledge Graph Reasoning for Activity RecognitionGözde Ayse Tataroglu Özbulak, Yash Raj Shrestha, Jean-Paul Calbimonte. 2853-2862 [doi]
• ECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language ModelsDongsheng Tian, Junzhe Jiang 0001, Kai Zhang 0038, Changchun Liu, Yu Yuan, Min Gao, Enhong Chen. 2863-2873 [doi]
• X-Troll: eXplainable Detection of State-Sponsored Information Operations AgentsLin Tian, Xiuzhen Zhang 0001, Maria Myung Hee Kim, Jennifer Biggs, Marian-Andrei Rizoiu. 2874-2884 [doi]
• Selective Mixup for Debiasing Question Selection in Computerized Adaptive TestingMi Tian, Kun Zhang 0015, Fei Liu 0038, Jinglong Li, Yuxin Liao, Chenxi Bai, Zhengtao Tan, Le Wu, Richang Hong. 2885-2894 [doi]
• CoHN: Context-Aware Hawkes Graph Network for Temporal Knowledge Graph ReasoningXiaowei Tian, Xiaoyan Zhang, Xiaofeng Du, Tianbo Lu. 2895-2904 [doi]
• SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic SegmentationNimeshika Udayangani, Sarah M. Erfani, Christopher Leckie. 2905-2914 [doi]
• Neural Instrumented Factorization: Learning Dynamic Asset Pricing Factors and Loadings through Characteristics ControlAjim Uddin. 2915-2924 [doi]
• KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMsLorenzo Vaiani, Yihao Ding, Luca Cagliero, Jean Lee, Paolo Garza, Josiah Poon, Soyeon Caren Han. 2925-2934 [doi]
• FairAD: Computationally Efficient Fair Graph Clustering via Algebraic DistanceMinh Phu Vuong, Young-Ju Lee, Iván Ojeda-Ruiz, Chul-Ho Lee. 2935-2944 [doi]
• Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental RepresentationsBing Wang 0018, Ximing Li 0002, Yiming Wang, Changchun Li, Jiaxu Cui, Renchu Guan, Bo Yang. 2945-2955 [doi]
• SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for RecommendationBinhao Wang, Yutian Xiao, Maolin Wang 0001, Zhiqi Li, Tianshuo Wei, Ruocheng Guo, Xiangyu Zhao 0001. 2956-2966 [doi]
• Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention NetworkChunchen Wang, Cheng Yang, Wenchuan Yang, Le Song, Chuan Shi. 2967-2976 [doi]
• AdaHet-MKD: An Adaptive Heterogeneous Multi-teacher Knowledge Distillation for Medical Image AnalysisHelin Wang, Wei Du 0010, Ning Liu 0014, Qian Li, Yanyu Xu, LiZhen Cui. 2977-2986 [doi]
• GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite GraphsHewen Wang, Renchi Yang, Xiaokui Xiao. 2987-2997 [doi]
• Cequel: Cost-Effective Querying of Large Language Models for Text ClusteringHongtao Wang, Taiyan Zhang, Renchi Yang, Jianliang Xu. 2998-3008 [doi]
• TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language ModelsJiahao Wang, Mingyue Cheng, Qingyang Mao, Yitong Zhou, Daoyu Wang, Qi Liu 0003, Feiyang Xu, Xin Li 0064. 3009-3019 [doi]
• Weakly Supervised Fine-grained Span-Level Framework for Chinese Radiology Report Quality AssuranceKaiyu Wang, Lin Mu, Zhiyao Yang, Ximing Li 0002, Xiaotang Zhou, Wanfu Gao, Huimao Zhang. 3020-3030 [doi]
• ACMCG: A Cost-effective Active Clustering with Minimal Constraint GraphQiu-Yu Wang, Wen-Bo Xie, Tao Deng, Tian Zou, Xuan-Lin Zhu, Xun Fu, Xin Wang. 3031-3040 [doi]
• Strong Forgetting for ALCQ-OntologiesSen Wang, Yizheng Zhao. 3041-3049 [doi]
• Spatio-Temporal Wavelet Enhanced Attention Mamba for Stock Price ForecastingShurui Wang, Wenbo Yan, Ying Tan. 3050-3059 [doi]
• GraphRCG: Self-Conditioned Graph GenerationSong Wang 0013, Zhen Tan 0001, Xinyu Zhao, Tianlong Chen 0001, Huan Liu 0001, Jundong Li. 3060-3070 [doi]
• LCHGNN: Towards Distributed Hypergraph Neural Network Training Based on Communication Graphs with Lightweight Communication OptimizationTaibo Wang, Yu Gu, Xinning Cui, Zhen Song, Xiaohua Li, Fangfang Li. 3071-3081 [doi]
• MFAE: Multimodal Feature Adaptive Enhancement for Fake News Video DetectionWenhao Wang, Mingxin Li, Jiao Qiao, Haotong Du, Xianghua Li, Chao Gao 0001, Zhen Wang 0004. 3082-3092 [doi]
• WDformer: A Wavelet-based Differential Transformer Model for Time Series ForecastingXiaojian Wang, Chaoli Zhang, Zhonglong Zheng, Yunliang Jiang. 3093-3102 [doi]
• MGFSG-EE: A Method based on Multi-grained Fusion and Scene Graph Enhancement for Event ExtractionXiaoyu Wang, Tao Sun, Gengchen Liu, Zhi Yang, Jiahui Liu, Zimeng Xu. 3103-3112 [doi]
• Rethinking Lipschitzness Data-free Backdoor DefenseXinyi Wang 0005, Zhiyu Zhu, Zhibo Jin, Huaming Chen, Teng Joon Lim. 3113-3122 [doi]
• Transformers are Good Clusterers for Lifelong User Behavior Sequence ModelingXingmei Wang 0001, Shiyao Wang 0001, Wuchao Li, Jiaxin Deng, Song Lu, Defu Lian, Guorui Zhou. 3123-3132 [doi]
• CLUE: Using Large Language Models for Judging Document Usefulness in Web Search EvaluationXingzhu Wang, Erhan Zhang, Yiqun Chen 0004, Jinghan Xuan, Yucheng Hou, Yitong Xu, Ying Nie, Shuaiqiang Wang, Dawei Yin 0001, Jiaxin Mao. 3133-3143 [doi]
• Revisiting Trajectories to Road: A New Diffusion Model and A New Dataset with 1, 000, 000, 000 PointsYang Wang 0102, Miaomiao Li 0007, Jiazhi Ni. 3144-3154 [doi]
• Generative Data Augmentation in Graph Contrastive Learning for RecommendationYansong Wang, Qihui Lin, Junjie Huang, Tao Jia 0001. 3155-3165 [doi]
• Towards Reliable GNNs: Adversarial Calibration Learning for Confidence EstimationYilong Wang 0001, Jiahao Zhang, Tianxiang Zhao 0001, Suhang Wang. 3166-3176 [doi]
• Understanding the Embedding Models on Hyper-relational Knowledge GraphYubo Wang 0006, Shimin Di, Zhili Wang, Haoyang Li 0002, Fei Teng, Hao Xin, Lei Chen 0002. 3177-3187 [doi]
• PRIMA: Privacy preserving Multi-dimensional Analytic ApproachYufei Wang, Xiang Cheng 0003, Pengfei Zhang 0010, Anxing Wei. 3188-3197 [doi]
• ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic GraphYufeng Wang, Yuhong Feng, Yixuan Cao 0002, Haoran Li, Haiyue Feng, Yifeng Wang. 3198-3208 [doi]
• Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDsYuhao Wang 0006, Junwei Pan, Xinhang Li 0001, Maolin Wang 0001, Yuan Wang 0009, Yue Liu 0006, Dapeng Liu, Jie Jiang 0015, Xiangyu Zhao 0001. 3209-3219 [doi]
• Beyond Surface Similarity: A Riemannian Hierarchical Ranking Framework for Sociological Concept EquivalenceZeqiang Wang, Wing Yan Li, Jon Johnson, Nishanth Sastry, Suparna De. 3220-3229 [doi]
• TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine AugmentationZhao Wang, Ziliang Zhao, Zhicheng Dou. 3230-3239 [doi]
• Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference RegimesZhaoyan Wang, Xiangchi Song, In-Young Ko. 3240-3249 [doi]
• Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News DetectionZhengjia Wang 0001, Qiang Sheng 0001, Danding Wang, Beizhe Hu, Juan Cao 0001. 3250-3260 [doi]
• Learning from Graph: Mitigating Label Noise on Graph through Topological Feature ReconstructionZhonghao Wang 0002, Yuanchen Bei, Sheng Zhou 0004, Zhiyao Zhou, Jiapei Fan, Hui Xue 0001, Haishuai Wang, Jiajun Bu. 3261-3270 [doi]
• Exploration and Visualization of a Legal Knowledge Graph: A Human-Centered ApproachSabine Wehnert, Pramod Kumar Bontha, Kilian Lüders, Huu Huong Giang Nguyen, Ernesto William De Luca. 3271-3281 [doi]
• CAGCL: A Community-Aware Graph Contrastive Learning Model for Social Bot DetectionKaihang Wei, Min Teng, Haotong Du, Songxin Wang, Jinhe Zhao, Chao Gao 0001. 3282-3291 [doi]
• 2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure SemanticsQi Wen 0002, Yiyang Zhang, Yutong Ye 0001, Yingbo Zhou, Nan Zhang 0019, Xiang Lian 0001, Mingsong Chen 0001. 3292-3301 [doi]
• DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series PredictionZimo Wen, Hanwen Hu, Nan Fang, Shiyou Qian, Jian Cao 0001. 3302-3311 [doi]
• FedFMD: Fairness-Driven Adaptive Aggregation in Federated Learning via Mahalanobis DistanceXiuting Weng, Lixing Yu, Shaojie Zhan, Ruizhi Pu, Xiaofei Liu. 3312-3322 [doi]
• CHEM: Causally and Hierarchically Explaining MoleculesGyeongdong Woo, Soyoung Cho, Donghyeon Kim, Kimoon Na, Changhyun Kim, Jinhee Choi, Jong-June Jeon. 3323-3332 [doi]
• ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series ForecastingBinqing Wu, Jianlong Huang, Zongjiang Shang, Ling Chen 0001. 3333-3343 [doi]
• MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series ForecastingBinqing Wu, Zongjiang Shang, Jianlong Huang, Ling Chen 0001. 3344-3354 [doi]
• STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate ReasoningChenghao Wu, Ruiyang Ren, Junjie Zhang 0009, Ruirui Wang, Zhongrui Ma, Qi Ye 0006, Wayne Xin Zhao. 3355-3365 [doi]
• Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-ExpertsChenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng. 3366-3375 [doi]
• Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural NetworkHuaming Wu, Lei Tian, Chaogang Tang, Pengfei Jiao, Minxian Xu, Huijun Tang. 3376-3385 [doi]
• TLCCSP: A Scalable Framework for Enhancing Time Series Forecasting with Time-Lagged Cross-CorrelationsJianfei Wu, Wenmian Yang, Bingning Liu, Weijia Jia 0001. 3386-3395 [doi]
• Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RLKunbao Wu, Xinning Zhu, Yang Qin, Tieru Wang, Jianzhou Diao, Zheng Hu 0001. 3396-3405 [doi]
• Multi-Resource-Aware Admission Control for Online Data ProcessingRuoyu Wu, Wei Bao 0001, Hequn Wang. 3406-3415 [doi]
• Asking Questions with Thoughts: An Efficient Difficulty-Controllable Question Generation Method with Posterior Knowledge DistillationSixing Wu, Jiahao Chen, Yujue Zhou, Zhijun Yang, Wei Zhou 0011. 3416-3426 [doi]
• Empowering Denoising Sequential Recommendation with Large Language Model EmbeddingsTongzhou Wu, Yuhao Wang 0006, Maolin Wang 0001, Chi Zhang 0060, Xiangyu Zhao 0001. 3427-3437 [doi]
• Learning Conditional Probability Distributions for Robust Probabilistic Inference in Bayesian NetworkXinran Wu, Kun Yue, Huashuai Liu, Liang Duan. 3438-3447 [doi]
• Adaptive Context-Infused Performance Evaluator for Iterative Feature Space OptimizationYanping Wu, Yanyong Huang, Zijun Yao 0001, Yanjie Fu, Kunpeng Liu 0001, Xiao Luo 0001, Dongjie Wang. 3448-3457 [doi]
• Robust Multi-Label Learning with Instance-Dependent Label NoiseYou Wu, Yabo Shi, Yizhang Zou, Peipei Li. 3458-3467 [doi]
• FedGC: Contrastive-enhanced Subgraph Federated Learning with Grouping Pseudo-LabelKeao Xi, Nannan Wu, Yiming Zhao, Wenjun Wang 0002. 3468-3477 [doi]
• GraphIAM: Two-Stage Algorithm for Improving Class-Imbalanced Node Classification on Attribute-Missing GraphsRiting Xia, Chunxu Zhang, Xueyan Liu 0001, Anchen Li, Yan Zhang 0052. 3478-3487 [doi]
• Dual-Space Masked Reconstruction for Robust Self-Supervised Human Activity RecognitionShuo Xiao, Jiukai Deng, Chaogang Tang, Zhenzhen Huang. 3488-3497 [doi]
• Frequency-Domain Disentanglement-Fusion and Dual Contrastive Learning for Sequential RecommendationShuo Xiao, Jingtao Zhang, Chaogang Tang, Zhenzhen Huang. 3498-3508 [doi]
• Efficient Knowledge Graph Unlearning with Zeroth-order InformationYang Xiao, Ruimeng Ye, Bohan Liu, Xiaolong Ma, Bo Hui 0001. 3509-3519 [doi]
• A Robust and High-Efficiency Active Clustering Framework with Multi-User CollaborationWen-Bo Xie, Tian Zou, Tao Deng, Xuan-Lin Zhu, Xun Fu, Qiu-Yu Wang, Bin Chen, Xin Wang. 3520-3529 [doi]
• Federated Approximate Query Processing Based on Deep ModelsYutong Xie, Qingzhi Ma, Lei Zhao 0001, An Liu 0002. 3530-3539 [doi]
• Lead-LagNet: Exploiting Lead-Lag Dependencies for Cross-Series Temporal PredictionZhilong Xie, Shaofei Shen 0003, Jiwen Huang, Rui Cheng 0007, Qing Li 0005. 3540-3549 [doi]
• LLMAEL: Large Language Models are Good Context Augmenters for Entity LinkingAmy Xin, Yunjia Qi, Zijun Yao 0002, Fangwei Zhu, Kaisheng Zeng, Bin Xu 0001, Lei Hou 0001, Juanzi Li. 3550-3559 [doi]
• Multi-Turn Interactions for Text-to-SQL with Large Language ModelsGuanming Xiong, Junwei Bao 0001, Hongfei Jiang, Yang Song 0021, Wen Zhao. 3560-3570 [doi]
• Interactive Text-to-Visualization: Refining Visualization Outputs Through Natural Language User FeedbackXubang Xiong, Raymond Chi-Wing Wong, Yuanfeng Song. 3571-3581 [doi]
• ESED: Emotion-Specific Evidence Decomposition for Uncertainty-Aware Multimodal Emotion Recognition in ConversationZechang Xiong, Zhenyan Ji, Wenkang Kong, Jiuqian Dai, Shen Yin. 3582-3591 [doi]
• Reinforcement Learning-Driven Generative Retrieval with Semantic-aligned Multi-Layer IdentifiersBo Xu 0009, Yicen Tian, Xiaokun Zhang 0001, Erchen Yu, Dailin Li, Linlin Zong, Hongfei Lin. 3592-3601 [doi]
• The Structure of Cross-National Collaboration in Open-Source Software DevelopmentHenry George Xu, Tielin Katy Yu, Hao He 0012, Hongbo Fang, Bogdan Vasilescu, Patrick S. Park. 3602-3611 [doi]
• CLAP: Coreference-Linked Augmentation for Passage RetrievalHuanwei Xu, Lin Xu, Liang Yuan. 3612-3622 [doi]
• LiveVal: Real-time and Trajectory-based Data Valuation via Adaptive Reference PointsJie Xu 0031, Zihan Wu, Cong Wang 0001, Xiaohua Jia. 3623-3634 [doi]
• KV-Auditor: Auditing Local Differential Privacy for Correlated Key-Value EstimationJingnan Xu, Leixia Wang, Xiaofeng Meng 0001. 3635-3644 [doi]
• Improving Recommendation Fairness via Graph Structure and Representation AugmentationTongxin Xu, Wenqiang Liu, Chenzhong Bin, Cihan Xiao, Zhixin Zeng, Tianlong Gu. 3645-3654 [doi]
• SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series ForecastingXiongxiao Xu, Canyu Chen, Yueqing Liang, Baixiang Huang, Guangji Bai, Liang Zhao 0002, Kai Shu. 3655-3665 [doi]
• Contrastive Multi-View Graph HashingYang Xu, Zuliang Yang, Kai Ming Ting. 3666-3676 [doi]
• From Policy Comparison to Process Consistency and BeyondYifan Xu, Yujia Yin, Yiming Xing, Yifan Chen 0004. 3677-3687 [doi]
• LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided RefinementYiming Xu, Qi Song, Yihan Wang, Wangqiu Zhou, Junli Liang. 3688-3697 [doi]
• KALE: Knowledge Aggregation for Label-free Model EnhancementYuebin Xu, Xuemei Peng, Zhiyi Chen, Zeyi Wen. 3698-3707 [doi]
• Fine-Grained Graph RationalizationZhe Xu 0007, Menghai Pan, Yuzhong Chen 0004, Huiyuan Chen, Yuchen Yan, Mahashweta Das, Hanghang Tong. 3708-3719 [doi]
• Evaluating and Addressing Fairness Across User Groups in Negative Sampling for Recommender SystemsYueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan. 3720-3729 [doi]
• Compensating Information and Capturing Modal Preferences in Multimodal Recommendation: A Dual-Path Representation Learning FrameworkCairong Yan, Xubin Mao, Zijian Wang 0010, Xicheng Zhao, Linlin Meng. 3730-3739 [doi]
• FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated LearningGang Yan, Jian Li, Wan Du. 3740-3750 [doi]
• Higher-order Structure and Semantics-enhanced User Profiling for RecommendationYanchao Tan, Xinyi Huang, Zhijun Chen, Hang Lv 0010, Hengyu Zhang 0001, Wei Huang, Guofang Ma. 3751-3761 [doi]
• Ordinal Embedding for Collaborative Filtering: A Unified Regularization for Enhanced Generalization and InterpretabilityJie Yang, Ling Luo, Nestor Cabello, Lars Kulik. 3762-3772 [doi]
• Enhancing and Assessing Instruction-Following with Fine-Grained Instruction VariantsJiuding Yang, Hui Liu, Weidong Guo, Yu Xu, Di Niu. 3773-3782 [doi]
• MMiC: Mitigating Modality Incompleteness in Clustered Federated LearningLishan Yang, Wei Emma Zhang, Quan Z. Sheng, Lina Yao 0001, Weitong Chen 0001, Ali Shakeri 0003. 3783-3793 [doi]
• TCPN: Temporal Pyramidal Recurrent Network with Contrastive Learning for Temporal Knowledge Graph ReasoningLiu Yang 0015, Zixuan Luo, Tingxuan Chen, Zidong Wang 0005, Limin Liu. 3794-3804 [doi]
• Unplug and Play Language Models: Decomposing Experts in Language Models at Inference TimeNakyeong Yang, Jiwon Moon, Junseok Kim, Yunah Jang, Kyomin Jung. 3805-3813 [doi]
• StreamingRT: Stream KNN Join with Ray Tracing CoreShixi Yang, Kai Zhang 0006, Zhigang Zhao, Chunxiao Wang, Zhenying He, Yinan Jing, X. Sean Wang. 3814-3823 [doi]
• STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational RecommendationZhenye Yang, Jinpeng Chen 0001, Huan Li 0003, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao 0001, Kaimin Wei, Senzhang Wang. 3824-3833 [doi]
• GFlowNet with Gradient-based Optimization for Bayesian Network Structure LearningZhu Yang, Kun Yue, Zhiwei Qi, Liang Duan, Jianyu Li. 3834-3843 [doi]
• PAnDA: Combating Negative Augmentation via Large Language Models for User Cold-Start RecommendationsYantong Du, Rui Chen 0012, Xiangyu Zhao 0001, Qilong Han, A. Kai Qin. 3844-3854 [doi]
• An Embarrassingly Simple but Effective Knowledge-enhanced RecommenderHaibo Ye, Lijun Zhang, Yuan Yao 0001, Xinjie Li 0007. 3855-3865 [doi]
• SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive FilteringJiancai Ye, Jun Liu 0071, Haoyu Zhang, Maojia Sheng, Tao Yang 0042, Jiaming Xu, Jinhao Li 0006, Yu Wang 0002, Guohao Dai. 3866-3876 [doi]
• Towards Instance-wise Personalized Federated Learning via Semi-Implicit Bayesian Prompt TuningTiandi Ye, Wenyan Liu, Kai Yao, Lichun Li, Shangchao Su, Cen Chen 0001, Xiang Li 0067, Shan Yin, Ming Gao 0001. 3877-3887 [doi]
• Exploring Iterative Refinement for Nested Named Entity Recognition with IoU-aware Denoising DiffusionQiaoxuan Yin, Jianquan Ouyang, Huanrong Tang. 3888-3898 [doi]
• Multi-Armed Bandits with Biased and Heteroscedastic Auxiliary RewardsZechen Yin, Zhixuan Fang. 3899-3908 [doi]
• DPT: Dynamic Preference Transfer for Cross-Domain Sequential RecommendationXiang Ying, Rui Ding, Yue Zhao, Mei Yu 0004, Mankun Zhao. 3909-3919 [doi]
• FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated PersonasJaebeom You, Seung-Kyu Hong, Ling Liu 0001, Kisung Lee, Hyuk-Yoon Kwon. 3920-3930 [doi]
• Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyShuo Yu 0007, Mingyue Cheng, Qi Liu 0003, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen. 3931-3941 [doi]
• Decoder-only Pre-training Enhancement for Spatio-temporal Traffic ForecastingTao Yu 0006, Junhong Wan, Yao Fu, Weihao Jiang, Jiang Zhu. 3942-3951 [doi]
• StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement LearningYuanqing Yu, Zhefan Wang, Weizhi Ma, Shuai Wang 0020, Chuhan Wu, Zhiqiang Guo, Min Zhang 0006. 3952-3962 [doi]
• Temporal Blocks with Memory Replay for Dynamic Graph Representation LearningZhigang Yu, Hao Yan 0004, Ruochen Liu 0001, Xianghan Wang, Haijun Zhang 0007, Senzhang Wang. 3963-3972 [doi]
• PKGRec: Personal Knowledge Graph Construction and Mining for Federated Recommendation EnhancementHaochen Yuan 0001, Yang Zhang 0095, Quan Z. Sheng, Lina Yao 0001, Yipeng Zhou, Xiang He 0002, Zhongjie Wang 0003. 3973-3982 [doi]
• SEF-UQR: Scalable and Efficient Privacy-Preserving Federated Updating QR FactorizationHaonan Yuan, Wenyuan Wu, Jingwei Chen. 3983-3992 [doi]
• Aggregated Gradients-based Adaptive Learning Rate Design in Federated LearningWenhao Yuan 0005, Xuehe Wang. 3993-4002 [doi]
• TriSeRec: A Tri-view Representation Learning Framework for Sequential/Session-based RecommendationXinchen Yuan, Yichao Lu. 4003-4013 [doi]
• A Comparative Analysis of Linguistic and Retrieval Diversity in LLM-Generated Search QueriesOleg Zendel, Sara Fahad Dawood Al Lawati, Lida Rashidi, Falk Scholer, Mark Sanderson. 4014-4023 [doi]
• Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different QueriersHang Zeng, Chaoyue Niu, Fan Wu 0006, Chengfei Lv, Guihai Chen. 4024-4035 [doi]
• CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal ControlJinwei Zeng, Chao Yu 0005, Xinyi Yang 0001, Wenxuan Ao, Qianyue Hao, Jian Yuan, Yong Li 0008, Yu Wang 0002, Huazhong Yang. 4036-4044 [doi]
• SGPT: Few-Shot Prompt Tuning for Signed GraphsZian Zhai, Qing Sima 0001, Xiaoyang Wang 0002, Wenjie Zhang 0001. 4045-4055 [doi]
• DSETA: Driving Style-Aware Estimated Time of ArrivalBolin Zhang, Zhidan Liu 0001. 4056-4065 [doi]
• A Hierarchical Structure-Enhanced Personalized Recommendation Model for Traditional Chinese Medicine Formulas Based on KG Diffusion GuidanceChaobo Zhang, Long Tan. 4066-4075 [doi]
• HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series ForecastingDejiang Zhang, Lianyong Qi, Yuwen Liu 0003, Xucheng Zhou, Jianye Xie, Haolong Xiang, Xiaolong Xu 0001, Xuyun Zhang, Yang Cao 0019, Yang Zhang 0095. 4076-4085 [doi]
• EvalAgent: Towards Evaluating News Recommender Systems with LLM-based AgentsGuangping Zhang, Peng Zhang 0060, Jiahao Liu 0009, Zhuoheng Li, Dongsheng Li 0002, Hansu Gu, Tun Lu, Ning Gu 0001. 4086-4095 [doi]
• 1/2)-Approximation Algorithm for Directed Steiner TreeGuangyi Zhang 0001, Nikolaj Tatti, Aristides Gionis. 4096-4105 [doi]
• Harnessing Commonsense: LLM-Driven Knowledge Integration for Fine-Grained Sentiment AnalysisKai Zhang 0038, Yupeng Han. 4106-4116 [doi]
• SyLeR: A Framework for Explicit Syllogistic Legal Reasoning in Large Language ModelsKepu Zhang, Weijie Yu 0003, Zhongxiang Sun, Jun Xu 0001. 4117-4127 [doi]
• Distribution-Guided Auto-Encoder for User Multimodal Interest Cross FusionMoyu Zhang, Yongxiang Tang, Yujun Jin, Jinxin Hu, Yu Zhang 0206. 4128-4138 [doi]
• HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal LearningQianru Zhang, Xinyi Gao 0001, Haixin Wang 0003, Dong Huang 0005, Siu-Ming Yiu, Hongzhi Yin. 4139-4148 [doi]
• GCoder: Improving Large Language Model for Generalized Graph ReasoningQifan Zhang 0001, Xiaobin Hong 0002, Jianheng Tang, Nuo Chen 0001, Yuhan Li 0001, Wenzhong Li, Jing Tang 0004, Jia Li 0009. 4149-4159 [doi]
• IPNet: An Interaction Pattern-aware Neural Network for Temporal Link PredictionQingyang Zhang, Yitong Wang, Xinjie Lin. 4160-4169 [doi]
• Advancing Graph Isomorphism Tests with Metric Space Indicators: A Tool for Improving Graph Learning TasksShenghui Zhang, Pak Lon Ip, Rongqin Chen 0001, Shunran Zhang, Leong Hou U. 4170-4180 [doi]
• SarRec: Statistically-guaranteed Augmented Retrieval for RecommendationTong Zhang, Nitin Bisht, Zihao Li 0005, Guandong Xu, Xianzhi Wang 0001. 4181-4190 [doi]
• ECLIPSE: Efficient Cross-Lingual Log Intelligence Parser with Semantic Entropy-Enhanced LCS AlgorithmWei Zhang, Xianfu Cheng, Xiang Li 0117, Jian Yang 0030, Liying Zhang, Xiangyuan Guan, Zhoujun Li 0001. 4191-4201 [doi]
• TopKNet: Learning to Perceive the Top-K Pivotal Nodes in Spatio-Temporal Data for Traffic ForecastingWeilai Zhang, Dongbin Hu. 4202-4210 [doi]
• LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive DiagnosisWeiming Zhang, Lingyue Fu, Qingyao Li, Kounianhua Du, Jianghao Lin, Jingwei Yu, Wei Xia 0001, Weinan Zhang 0001, Ruiming Tang, Yong Yu 0001. 4211-4221 [doi]
• FEDDGCN: A Frequency-Enhanced Decoupling Dynamic Graph Convolutional Network for Traffic Flow PredictionWendong Zhang, Ruobai Xiang, Zhifang Liao, Peng Lan, Qihao Liang. 4222-4231 [doi]
• Tide: A Time-Wise Causal Debiasing Framework for Generative Dynamic Link PredictionXin Zhang 0123, Jianming Zheng, Fei Cai, Zhiqiang Pan, Wanyu Chen, Chonghao Chen, Honghui Chen. 4232-4241 [doi]
• Hyperbolic Prompt Learning for Incremental Event Detection with LLMsXiujin Zhang, WenXin Jin, Haotian Hong, Pengfei Zhang, Jiting Li, Kongjing Gu, Hao Peng 0001, Li Sun 0008. 4242-4252 [doi]
• Traffic Safety Evaluation Based on Macroscopic Traffic Features in Road TunnelsYupu Zhang, Lei Jia, Hao Miao 0001, Weizhu Qian, Yan Zhao 0008, Kai Zheng 0001. 4253-4262 [doi]
• TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual TransformationsZheng Zhang 0047, Yuntong Hu, Bo Pan, Chen Ling 0003, Liang Zhao 0002. 4263-4272 [doi]
• Transferable Deep Clustering ModelZheng Zhang 0047, Liang Zhao 0002. 4273-4282 [doi]
• A Privacy-preserving Spatial Dataset Joinable Search in CloudZhengkai Zhang, Hua Dai 0003, Hao Zhou 0034, Mingfeng Jiang, PengYue Li, Geng Yang 0002. 4283-4292 [doi]
• Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language ModelsZhenliang Zhang 0003, Junzhe Zhang 0004, Xinyu Hu 0001, Huixuan Zhang, Xiaojun Wan 0001. 4293-4303 [doi]
• Yes is Harder than No: A Behavioral Study of Framing Effects in Large Language Models Across Downstream TasksZiheng Zhang, Weixin Zeng, Jiuyang Tang, Ji Wang 0002, Xiang Zhao 0002. 4304-4314 [doi]
• Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door AdjustmentBo Zhao, Yinghao Zhang, Ziqi Xu 0001, Yongli Ren, Xiuzhen Zhang 0001, Renqiang Luo, Zaiwen Feng, Feng Xia 0001. 4315-4325 [doi]
• Robust Heterogeneous GNNs via Semantic Attention and Contrastive LearningChongjie Zhao, Jinyan Wang, Linlin Su, Zeming Gan, Ziyang Zhou. 4326-4335 [doi]
• 2: Distributed GNN Training System Enhanced by Dual-Hybrid for Sampling and LoadingChu Zhao, Shengjie Dong, Yuhai Zhao, Yuan Li 0008, Zhengkui Wang, Xingwei Wang 0001. 4336-4345 [doi]
• CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From MistakesHaokun Zhao, Jinyi Han, Jie Shi, Chengyu Du, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu. 4346-4356 [doi]
• Antelope: Potent and Concealed Jailbreak Attack StrategyXin Zhao, Xiaojun Chen, Haoyu Gao. 4357-4367 [doi]
• ReCode: Improving LLM-based Code Repair with Fine-Grained Retrieval-Augmented GenerationYicong Zhao, Shisong Chen, Jiacheng Zhang, Zhixu Li. 4368-4378 [doi]
• FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly DetectionYunfeng Zhao, Yixin Liu 0001, Shiyuan Li, Qingfeng Chen, Yu Zheng 0013, Shirui Pan. 4379-4389 [doi]
• Adapting LLMs for Personalized Evaluation of Explanations for Recommendations: A Meta-Learning Approach based on MAMLYurou Zhao, Yingfei Zhang, Quan Zhou, Shuang Zhang, Wei Lin 0022, Jiaxin Mao. 4390-4400 [doi]
• ClariLM: Enhancing Open-domain Clarification Ability for Large Language ModelsZiliang Zhao, Haonan Chen 0005, Shiren Song, Jian Xie, Zhicheng Dou. 4401-4411 [doi]
• FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log MiningZiliang Zhao, Shiren Song, Zhicheng Dou. 4412-4422 [doi]
• Autonomous Reasoning-Retrieval for Large Language Model Based RecommendationBowen Zheng 0005, Xiaolei Wang 0005, Enze Liu 0005, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen. 4423-4433 [doi]
• Adaptive Spline Networks in the Kolmogorov-Arnold Framework: Knot Analysis and Stability EnhancementLiangwei Nathan Zheng, Wei Emma Zhang, Lin Yue, Miao Xu 0001, Olaf Maennel, Weitong Chen 0001. 4434-4443 [doi]
• Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph DiffusionYijia Zheng, Marcel Worring. 4444-4454 [doi]
• MI4Rec: Pretrained Language Model based Cold-Start Recommendation with Meta-Item EmbeddingsZaiyi Zheng, Yaochen Zhu, Haochen Liu, Mingxuan Ju, Tong Zhao 0003, Neil Shah, Jundong Li. 4455-4465 [doi]
• EvoFormer: Learning Dynamic Graph-Level Representations with Structural and Temporal Bias CorrectionHaodi Zhong, Liuxin Zou, Di Wang 0011, Bo Wan, Zhenxing Niu, Quan Wang 0006. 4466-4476 [doi]
• Budget and Frequency Controlled Cost-Aware Model Extraction Attack on Sequential RecommendersLei Zhou, Min Gao 0001, Zongwei Wang 0002, Yibing Bai. 4477-4486 [doi]
• Enhancing Dual-Target Cross-Domain Recommendation via Similar User BridgingQi Zhou, Xi Chen 0073, Chuyu Fang, Jianji Wang 0001, Chuan Qin 0002, Fuzhen Zhuang. 4487-4497 [doi]
• BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series ForecastingShiqiao Zhou, Holger Schöner, Huanbo Lyu, Edouard Fouché, Shuo Wang. 4498-4508 [doi]
• Calibrated and Diverse News CoverageTianyi Zhou 0010, Stefan Neumann 0003, Kiran Garimella 0001, Aristides Gionis. 4509-4518 [doi]
• DebiasedKGE: Towards Mitigating Spurious Forgetting in Continual Knowledge Graph EmbeddingJunlin Zhu, Bo Fu, Guiduo Duan. 4519-4528 [doi]
• LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language ModelsMengdan Zhu, Raasikh Kanjiani, Jiahui Lu, Andrew Choi, Qirui Ye, Liang Zhao 0002. 4529-4538 [doi]
• FinCast: A Foundation Model for Financial Time-Series ForecastingZhuohang Zhu, Haodong Chen, Qiang Qu, Vera Chung. 4539-4549 [doi]
• FunLoc: A Novel Function-level Bug Localization Framework Enhanced by Contrastive and Active Learning StrategiesZiye Zhu, Liangliang Peng, Yu Wang 0072, Yun Li 0009, Xianzhong Long. 4550-4559 [doi]
• MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI RecommendationZhuang Zhuang, Haitao Yuan, Shanshan Feng 0001, Heng Qi, Yanming Shen, Baocai Yin. 4560-4570 [doi]
• Frequency-Decoupled Distillation for Efficient Multimodal RecommendationZiyi Zhuang, Hongji Li 0003, Junchen Fu, Jiacheng Liu, Joemon M. Jose, Youhua Li, Yongxin Ni. 4571-4581 [doi]
• Vulnerability-Aware Hardening for Secure Privacy-Preserving Record LinkageSumayya Ziyad, Peter Christen, Anushka Vidanage, Charini Nanayakkara, Rainer Schnell. 4582-4591 [doi]
• Relational Multi-Path Enhancement for Extrapolative Relation Reasoning in Temporal Knowledge GraphLinlin Zong, Chi Ma, Jiahui Zhou, Xinyue Liu 0002, Wenxin Liang, Xianchao Zhang 0001, Bo Xu 0009. 4592-4601 [doi]
• Explicit Path CGR: Maintaining Sequence Fidelity in Geometric RepresentationsSarwan Ali. 4603-4607 [doi]
• Uncovering the Persuasive Fingerprint of LLMs in Jailbreaking AttacksHavva Alizadeh Noughabi, Julien Serbanescu, Fattane Zarrinkalam, Ali Dehghantanha. 4608-4612 [doi]
• Compressed Concatenation of Small Embedding ModelsBen Ayad Mohamed Ayoub, Michael Dinzinger, Kanishka Ghosh Dastidar, Jelena Mitrovic, Michael Granitzer. 4613-4617 [doi]
• Enhancing Fake News Video Detection via LLM-Driven Creative Process SimulationYuyan Bu, Qiang Sheng 0001, Juan Cao 0001, Shaofei Wang, Peng Qi 0005, Yuhui Shi 0002, Beizhe Hu. 4618-4622 [doi]
• State & Geopolitical Censorship on Twitter (X): Detection & Impact Analysis of Withheld ContentYusuf Mücahit Çetinkaya, Tugrulcan Elmas. 4623-4627 [doi]
• T-Retrievability: A Topic-Focused Approach to Measure Fair Document Exposure in Information RetrievalXuejun Chang, Zaiqiao Meng, Debasis Ganguly. 4628-4632 [doi]
• Pruning Strategies for Backdoor Defense in LLMsSantosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi. 4633-4638 [doi]
• More Women, Same Stereotypes: Unpacking the Gender Bias Paradox in Large Language ModelsEvan Chen, Run-Jun Zhan, Yan-Bai Lin, Hung-Hsuan Chen. 4639-4643 [doi]
• Improving Graph Autoencoders by Hard Sample Refinement with Global SimilarityGe Chen 0006, Yulan Hu, Sheng Ouyang, Cuicui Luo. 4644-4648 [doi]
• Multimodal Contrastive Learning with Early Fusion for Robust Medical Signal RepresentationLei Chen, Kyoungsuk Park, Junetae Kim. 4649-4653 [doi]
• G2IFS: Global-to-Instance Feature Selection in Deep Recommender SystemLijin Chen, Linjing You, Jiabao Lu, Xiayuan Huang, Xiangli Nie. 4654-4658 [doi]
• VQA-Induct: Instruction Induction for Visual Question AnsweringPo-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen. 4659-4664 [doi]
• Arrows of Math Reasoning Data Synthesis for Large Language Models: Diversity, Complexity and CorrectnessSirui Chen, Changxin Tian, Binbin Hu, Kunlong Chen, Ziqi Liu, Zhiqiang Zhang 0012, Jun Zhou 0011. 4665-4669 [doi]
• Toward Secure Federated Partial Label Learning Against Poisoning AttacksXubin Chen, Zhengjie Yang, Xinyi Sheng, Sen Fu, Wei Bao 0001. 4670-4674 [doi]
• Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced ForecastingZhuomin Chen, Dan Li 0016, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou 0001, See-Kiong Ng. 4675-4679 [doi]
• FUTURE: Flexible Unlearning for Tree EnsembleZiheng Chen 0002, Jin Huang 0010, Jiali Cheng, Yuchan Guo, Mengjie Wang, Lalitesh Morishetti, Kaushiki Nag, Hadi Amiri. 4680-4684 [doi]
• Contrastive ECOC: Learning Output Codes for Adversarial DefenseChe-Yu Chou, Hung-Hsuan Chen. 4685-4689 [doi]
• MU-OT: Effective and Unified Machine Unlearning with Optimal Transport for Feature RealignmentSangjun Chung, Simon S. Woo. 4690-4694 [doi]
• H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition SystemsHuangyu Dai, Lingtao Mao, Ben Chen, Zihan Wang, ZiHan Liang, Ying Han, Chenyi Lei, Han Li. 4695-4699 [doi]
• DP-COMET: A Differential Privacy Contextual Obfuscation MEchanism for Texts in Natural Language ProcessingFrancesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro 0001. 4700-4705 [doi]
• +VeriRel: Verification Feedback to Enhance Document Retrieval for Scientific Fact CheckingXingyu Deng, Xi Wang 0012, Mark Stevenson 0001. 4706-4711 [doi]
• POLAR: Policy Optimization for Literature Analysis under Review ConstraintsGiorgio Maria Di Nunzio. 4712-4716 [doi]
• AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient IntelligenceDavide Gabrielli, Bardh Prenkaj, Paola Velardi, Stefano Faralli 0001. 4717-4721 [doi]
• Think it Image by Image: Multi-Image Moral Reasoning of Large Vision-Language ModelsChujie Gao, Yue Huang 0001, Xiangqi Wang, Siyuan Wu 0001, Nitesh V. Chawla, Xiangliang Zhang 0001. 4722-4727 [doi]
• LLM-OFA: On-the-Fly Adaptation of Large Language Models to Address Temporal Drift Across Two Decades of NewsPouya Ghahramanian, Sepehr Bakhshi, Fazli Can. 4728-4732 [doi]
• Approximating Gradient-Based Influence for Scalable Instruction Data SelectionMohammad Gharehhasanloo, Yueting Chen, Nick Koudas, Xiaohui Yu 0001. 4733-4737 [doi]
• Time-Period-Aware Embedding Regeneration for Session-Based RecommendationCheng Guo, Rui Xue, Jeff Zhang 0001. 4738-4742 [doi]
• Pseudo-Inverse Prefix Tuning for Effective Unlearning in LLMsPreethi Gurumurthy, P. K. Srijith. 4743-4747 [doi]
• Study on LLMs for Promptagator-Style Dense Retriever TrainingDaniel Gwon, Nour Jedidi, Jimmy Lin. 4748-4752 [doi]
• DocPolicyKG: A Lightweight LLM-Based Framework for Knowledge Graph Construction from Chinese Policy DocumentsChen Han, Yuanyuan Li, Xijin Tang. 4753-4757 [doi]
• RAG-based Unanswerable Question Detection in Clinical Text-to-SQLDonghee Han, Seungjae Lim, Mun Yong Yi. 4759-4764 [doi]
• From Bicliques to BiFlexi Cliques: A New Era of Bipartite Subgraph DiscoveryTaejoon Han, Song Kim, Woungjae Choo, Junghoon Kim 0007. 4765-4769 [doi]
• Mixture-of-KAN for Multivariate Time Series ForecastingXiao Han, Zhenduo Zhang, Xinfeng Zhang 0001, Yiling Wu, Zhe Wu 0006. 4770-4774 [doi]
• Information Diffusion Prediction Based on User Multi-Dimensional Feature InteractionJiaxing He, Yang Fang, Tianyang Shao, Xiang Zhao. 4775-4779 [doi]
• Sparse Autoencoders in Collaborative Filtering Enhanced LLM-based Recommender SystemsXinyu He 0003, Jose Sepulveda, Fei Wang 0065, Hanghang Tong. 4780-4784 [doi]
• Assessing Natural Language Explanations of Relational Graph Neural NetworksStefan Heindorf, Daniel Neib. 4785-4789 [doi]
• Structuring Data Science Automation: A Competency-Aware Taxonomy ApproachMaike Madeline Holtkemper, Max Pernklau, Christian Beecks. 4790-4796 [doi]
• Adaptive Spike Neural Networks for Natural Language Inference Tasks with Dynamic Spike PredictorSeung-Kyu Hong, Hyuk-Yoon Kwon. 4797-4801 [doi]
• Context-Aware Fine-Grained Graph RAG for Query-Focused SummarizationYubin Hong, Chaofan Li, Jingyi Zhang, Yingxia Shao. 4802-4806 [doi]
• Spatio-Temporal Residual Masked Autoencoder for Urban Rent EstimationChenya Huang, Bin Liang 0003, Zhidong Li, Justin Wang, Fang Chen 0001. 4807-4811 [doi]
• XDNet: Disentangled Time Series Forecasting via Exponential Decomposition and 2D Periodic ModelingKening Huang, Qianqian Ren, Xingfeng Lv. 4812-4816 [doi]
• Jailbreaking LLMs Through Alignment Vulnerabilities in Out-of-Distribution SettingsYue Huang 0001, Jingyu Tang, Dongping Chen, Bingda Tang, Yao Wan 0001, Lichao Sun 0001, Philip S. Yu, Xiangliang Zhang 0001. 4817-4821 [doi]
• FASE: Feature-Aligned Scene Encoding for Open-Vocabulary Object Detection in Remote SensingHyeonsu Hwang, Simon S. Woo. 4822-4826 [doi]
• Multimodal RAG Enhanced Visual DescriptionAmit Kumar Jaiswal, Haiming Liu 0002, Ingo Frommholz. 4827-4831 [doi]
• An Efficient PIM-Based Graph Engine on a Single MachineMyung-Hwan Jang, Min-Kyeong Shin, Taehyeong Park 0001, Yongjun Park 0001, Sang-Wook Kim. 4832-4836 [doi]
• Leveraging Large Language Models for Complementary Product Ads RecommendationByung Eun Jeon, Ryan Bae, Xiao Bai. 4837-4841 [doi]
• Watch Your Step: A Fine-Grained Evaluation Framework for Multi-hop Knowledge Editing in Large Language ModelsGeunyeong Jeong, Juoh Sun, Harksoo Kim. 4842-4846 [doi]
• M3-Net: A Cost-Effective Graph-Free MLP-Based Model for Traffic PredictionGuangyin Jin, Sicong Lai, Xiaoshuai Hao, Jinlei Zhang, Mingtao Zhang. 4847-4851 [doi]
• Imputing Multi-Agent Trajectories from Event and Snapshot Data in SoccerGeonhee Jo, Miru Hong, Han-Jun Choi, Minho Lee, Pascal Bauer, Sang-Ki Ko. 4852-4856 [doi]
• CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence TensorsSri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis. 4857-4861 [doi]
• Sarcasm Subtype-Specific Reasoning in Dialogue with Multimodal Cues Using Large Language ModelsChoongwon Kang, Wonbyung Lee, Seunghyun Hwang, Sunho Tae, Seungjong Sun, Jang-Hyun Kim. 4862-4867 [doi]
• When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question AnsweringEojin Kang, Juae Kim. 4868-4873 [doi]
• Jailbreaking LLMs Through Cross-Cultural PromptsDamin Kim, Minseok Hur, Jeongin Lee, Moohong Min. 4874-4878 [doi]
• When User Engagement Meets Structural Cohesiveness: A Decay-Driven Approach to Hypergraph CoresHyewon Kim, Minseok Kim, Dahee Kim, Junghoon Kim. 4879-4883 [doi]
• CR-SGCN: Unsupervised Signed Community Detection via Conductance RegularizationJeongseon Kim, Sungsu Lim. 4884-4888 [doi]
• Upcycling Candidate Tokens of Large Language Models for Query ExpansionJinseok Kim, Sukmin Cho, Soyeong Jeong, Sangyeop Kim 0001, Sungzoon Cho. 4889-4894 [doi]
• RadialFocus: Geometric Graph Transformers via Distance-Modulated AttentionSan Kim, Seungjun Lee, Sichan Oh, Jaekwang Kim. 4895-4899 [doi]
• Learning Short-Term and Long-Term Patterns of High-Order Dynamics in Real-World NetworksYunyong Ko, Da Eun Lee, Song Kyung Yu, Sang-Wook Kim. 4900-4904 [doi]
• Side Information Memory Network: Expanding the Breadth of User Behavior Sequences in RecommendationZhoufan Kong, Fan Zhang, Qijie Shen, Junyan Qiu. 4905-4909 [doi]
• On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis with Transformer ModelJan Kwiatkowski, Jaroslaw A. Chudziak. 4910-4914 [doi]
• Mitigating Knowledge Degradation Caused by Knowledge Editing on Identical Subjects through Two-Step EditingSeonghee Lee, Geon Park, Geunyeong Jeong, Juoh Sun, Harksoo Kim. 4915-4919 [doi]
• Spectral Edge Encoding - SEE: Does Structural Information Really Enhance Graph Transformer Performance?Seungjun Lee, San Kim, Johyeon Kim, Jaekwang Kim. 4920-4924 [doi]
• Deceptive Synthetic Updates: Stealth Free-Rider Attack on Model Aggregation in Federated LearningYoungjoon Lee, Jinu Gong, Joonhyuk Kang. 4925-4929 [doi]
• EI-KGC: A Knowledge Graph Completion Model Based on Fine-Grained Element InteractionsDong Li 0023, Lingling Zhang, Yuhang Fan, Jingyou Sun, Xinyu Zhang, Baoyan Song. 4930-4934 [doi]
• Improving Content Anomaly Detection on Social Media via Counterfactual Mitigation of Social Event-Induced BiasJiaxin Li, Geng Zhao. 4935-4939 [doi]
• Dynamic Reserve Price Design with Distributed Solving AlgorithmMang Li. 4940-4944 [doi]
• Improving Rare and Common ICD Coding via a Multi-Agent LLM-Based ApproachRumeng Li, Xun Wang, Hong Yu. 4945-4949 [doi]
• Position-Agnostic Probabilistic Generation for Robust Steganographic TextShuo Lin, Zhenyang Shen, Xiang Li, Jiacheng Fan, Sixing Wu. 4950-4954 [doi]
• Token-Fusion: A Sparse Expert Routing Method for Multi-task Data MatchingFangnuo Liu, Derong Shen. 4955-4959 [doi]
• Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar TasksLihui Liu, Zihao Wang 0001, Dawei Zhou 0003, Ruijie Wang 0004, Yuchen Yan, Bo Xiong, Sihong He, Hanghang Tong. 4960-4965 [doi]
• Monte Carlo Tree Search for Graph Reasoning in Large Language Model AgentsLihui Liu. 4966-4970 [doi]
• Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching SystemsPing Liu 0002, Jianqiang Shen, Qianqi Shen, Chunnan Yao, Kevin Kao, Dan Xu, Rajat Arora, Baofen Zheng, Caleb Johnson, Liangjie Hong, Jingwei Wu, Wenjing Zhang. 4971-4975 [doi]
• Sequential Difference Maximization: Generating Adversarial Examples via Multi-Stage OptimizationXinlei Liu 0004, Tao Hu 0002, Peng Yi 0003, Weitao Han, Jichao Xie, Baolin Li. 4976-4980 [doi]
• Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense RetrievalYuxiang Liu, Tian Wang, Gourab Kundu, Tianyu Cao, Guang Cheng, Zhen Ge, Jianshu Chen, Qingjun Cui, Trishul Chilimbi. 4981-4985 [doi]
• CoinCLIP: A Multimodal Framework for Assessing Viability in Web3 MemecoinsHou-Wan Long, Hongyang Li, Wei Cai 0002. 4986-4990 [doi]
• KP-Agent: Keyword Pruning in Sponsored Search Advertising via LLM-Powered Contextual BanditsHou-Wan Long, Yicheng Song, Zidong Wang, Tianshu Sun. 4991-4995 [doi]
• ORCA: Mitigating Over-Reliance for Multi-Task Dwell Time Prediction with Causal DecouplingHuishi Luo, Fuzhen Zhuang, Yongchun Zhu, Yiqing Wu, Bo Kang, Ruobing Xie, Feng Xia 0006, Deqing Wang 0001, Jin Dong 0004. 4996-5000 [doi]
• Anchor-based Pairwise Comparison via Large Language Model for Recommendation RerankingQin Luo, Erjia Chen, Zhao Shi, Bang Wang 0001. 5001-5005 [doi]
• Bridging the Gap between Knowledge Graphs and LLMs for Multi-hop Question AnsweringShijie Luo, Xinyuan Lu, Qinpei Zhao, Weixiong Rao. 5006-5010 [doi]
• From Post To Personality: Harnessing LLMs for MBTI Prediction in Social MediaTian Ma, Kaiyu Feng, Yu Rong 0001, Kangfei Zhao. 5011-5015 [doi]
• Image Hashing Based on Hamming Ball SpacingZhaomeng Ma, Haoran Chang, Hailong Shen, Yanzhi Song. 5016-5020 [doi]
• kNNBE: Incorporating Labeled Sentences in Bi-encoder Inference for Fast and Accurate Skill MappingTakuya Makino. 5021-5025 [doi]
• Leveraging Intra-Modal Consistency for Cross-Modal Alignment and RetrievalFengyang Mao, Xiaodong Yue, Yufei Chen 0002, Jiaqing Ma, Zheran Zhang, Jie Shi. 5026-5030 [doi]
• Multi-Task Learning through Hierarchical Information Sharing and TransferYufan Mao, Jingran Xu, Liang Zhang, Xiyue Hou, Yongbo Jin, Yingming Li, Linjian Mo. 5031-5035 [doi]
• LLM-Enhanced Linear Autoencoders for RecommendationJaewan Moon, Seongmin Park 0002, Jongwuk Lee. 5036-5040 [doi]
• Bayesian Privacy Guarantee for User History in Sequential Recommendation Using Randomised ResponseWenchuan Mu, Kwan Hui Lim 0001. 5041-5046 [doi]
• GraFS: An Integrated GNN-LLM Approach for Inferring Best Functional Substitute ProductsFavour Nerrise, Edward W. Huang, Xiaonan Ji, Karthik Subbian, Danai Koutra. 5047-5051 [doi]
• Multi-modal Adaptive Mixture of Experts for Cold-start RecommendationVan Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le. 5053-5057 [doi]
• Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal DependenciesYanan Niu, Demetri Psaltis, Christophe Moser, Luisa Lambertini. 5058-5062 [doi]
• Externalizing Social-Cognitive Structures for User Modeling: Toward Theory-Driven Profiling with LLMsTaehyung Noh, Seungwan Jin, Haein Yeo, Kyungsik Han. 5063-5067 [doi]
• Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential EquationsYongKyung Oh, Seungsu Kam, Dongyoung Lim, Sungil Kim. 5068-5073 [doi]
• FairSplit: Mitigating Bias in Graph Neural Networks through Sensitivity-based Edge PartitioningIndranil Ojha, Kushal Bose, Swagatam Das. 5074-5078 [doi]
• Eliminating Sentiment Bias in Recommender Systems by Counterfactual InferenceLe Pan, Yuanjiang Cao, Chengkai Huang, Wenjie Zhang 0001, Lina Yao 0001. 5079-5083 [doi]
• Beyond Masking: Landmark-based Representation Learning and Knowledge-Distillation for Audio-Visual Deepfake DetectionChan Park, Muhammad Shahid Muneer, Simon S. Woo. 5084-5088 [doi]
• Federated Gradient Boosting for Financial Fraud Detection: An Empirical Study in the Banking SectorDae Young Park, In-Young Ko, Taek-Ho Lee, Junghye Lee. 5089-5093 [doi]
• ASAP: Unsupervised Post-training with Label Distribution Shift Adaptive Learning RateHeeWon Park, Mugon Joe, Miru Kim, Minhae Kwon. 5094-5098 [doi]
• SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG DelineationMinje Park, Jeonghwa Lim, Taehyung Yu, Sunghoon Joo. 5099-5104 [doi]
• A Pivot-Enhanced Question Answering Framework: Using Iterative Sub-Question Decomposition and Answer-to-Question VerificationSeyeon Park, Beakcheol Jang. 5105-5109 [doi]
• FnRGNN: Distribution-aware Fairness in Graph Neural NetworkSoyoung Park, Sungsu Lim. 5110-5114 [doi]
• TwinBandit Prompt Optimizer: Adaptive Prompt Optimization via Synergistic Dual MAB-Guided FeedbackYoung Joon Park, Seong-Ryeong Lee, Anh-Dung Vo, Minsung Jung, DaeWoo Choi. 5115-5119 [doi]
• EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop SortingYujin Park, Haejun Chung, Ikbeom Jang. 5120-5124 [doi]
• LHMformer: Long-Range Historical Memory-Enhanced Transformer for Traffic ForecastingGuoping Qi, Jihong Liu. 5125-5129 [doi]
• Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be ForgottenWei Qian, Chenxu Zhao, Yangyi Li, Wenqian Ye, Mengdi Huai. 5130-5135 [doi]
• GLCN: Treatment Effect Estimation via Global-Local Networks with Adversarial DebiasingSiwei Qiang. 5136-5140 [doi]
• LLMCE: Adapting LLMs with Adversarial Debiasing for Counterfactual Estimation over TimeSiwei Qiang. 5141-5145 [doi]
• Land Deformation Prediction via Multi-modal Adaptive Association LearningWanghui Qiu, Shiyan Hu 0004, Chenjuan Guo, Wenbing Shi, Lina Yu, Ming Gao 0001, Aoying Zhou, Bin Yang 0002. 5146-5150 [doi]
• Controlled Feature Interaction Selection for Deep Sparse NetworksYuhang Qiu, Biqin Song, Hong Chen 0004. 5151-5155 [doi]
• ThoughtForest-KGQA: A Multi-Chain Tree Search for Knowledge Graph ReasoningXingrun Quan, Yongkang Zhou, Junjie Yao. 5156-5160 [doi]
• Towards Robust Continual Test-Time Adaptation via Neighbor FiltrationTaki Hasan Rafi, Amit Agarwal, Hitesh Laxmichand Patel, Dong-Kyu Chae. 5161-5165 [doi]
• Towards Understanding Bias in Synthetic Data for EvaluationHossein A. Rahmani, Varsha Ramineni, Emine Yilmaz, Nick Craswell, Bhaskar Mitra 0001. 5166-5170 [doi]
• Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language ModelsEmily Jimin Roh, Joongheon Kim. 5171-5175 [doi]
• Green by Design: Detecting Environmental Claims in Corporate Web ContentDiya Saha, Manjira Sinha, Tirthankar Dasgupta. 5176-5180 [doi]
• Towards Equitable Coreset Selection: Addressing Challenges Under Class ImbalanceLiyana Sahir Kallooriyakath, Anugu Namratha Reddy, B. Srinath Achary, Ashutosh Sharma, Krisha Shah, Sonia Gupta, Siddhartha Asthana. 5181-5185 [doi]
• Open-Source LLM-based Relevance Assessment vs. Highly Reliable Manual Relevance Assessment: A Case StudyTetsuya Sakai, Khant Myoe Rain, Rikiya Takehi, Sijie Tao, Young-In Song. 5186-5190 [doi]
• LLM-as-a-Judge in Entity Retrieval: Assessing Explicit and Implicit RelevanceMohammad Hossein Saliminabi, Negar Arabzadeh, Seyed Mohammad Hosseini, Dimitrios Androutsos, Morteza ZiHayat, Ebrahim Bagheri. 5191-5195 [doi]
• CondFairGen A Fair Conditional Generator for Tabular Data via Adaptive SamplingDavid Sanchez Jr., Anantaa Kotal. 5196-5201 [doi]
• HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and RankersPayel Santra, Madhusudan Ghosh, Debasis Ganguly, Partha Basuchowdhuri, Sudip Kumar Naskar. 5202-5207 [doi]
• Effect of Model Merging in Domain-Specific Ad-hoc RetrievalTaiga Sasaki, Takehiro Yamamoto, Hiroaki Ohshima, Sumio Fujita. 5208-5212 [doi]
• cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context BlendingAnirudh Satheesh, Keenan Powell, Hua Wei. 5213-5217 [doi]
• Membership Inference Attack Vulnerabilities of Record Linkage ModelsPiyumi Seneviratne, Dinusha Vatsalan, Dali Kaafar. 5218-5222 [doi]
• Do LLMs Dream of Electric Emotions? Towards Quantifying Metacognition and Generalizing the Teacher-Student Model Using Ensembles of LLMsRicky J. Sethi, Hefei Qiu, Charles Courchaine, Joshua Iacoboni. 5223-5227 [doi]
• FAIR Data Assessment Using LLMs: The Fair-WayAnmol Sharma, Sulayman K. Sowe, Soo-Yon Kim, Sayed Hoseini, Fidan Limani, Zeyd Boukhers, Christoph Lange 0002, Stefan Decker. 5228-5232 [doi]
• The Metadata Impedance Mismatch between Databases and Programming LanguagesVishal Sharma, Curtis E. Dyreson. 5233-5237 [doi]
• LLM4ES: Learning User Embeddings from Event Sequences via Large Language ModelsAleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko. 5238-5242 [doi]
• Company-Specific Knowledge Matters: Retrieval-Augmented Generation for Earnings Call Answer RehearsalYung-Yu Shih, Yun-Nung Chen, Chung-Chi Chen 0001. 5243-5247 [doi]
• Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2Mohammad Javad Shokri, Yuchong Yao, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami. 5248-5252 [doi]
• On Influence Tail Bounds in Online Social NetworksMichael Simpson 0001, Laks V. S. Lakshmanan, Venkatesh Srinivasan 0001, Alex Thomo. 5253-5257 [doi]
• Caption, Create, Continue: Continual Learning with Pre-trained Generative Vision-Language ModelsIndu Solomon, Aye Phyu Phyu Aung, Uttam Kumar 0001, Senthilnath Jayavelu. 5258-5262 [doi]
• Filtered One-Shot Training for Quantum Architecture SearchSeok Bin Son, Samuel Yen-Chi Chen, Joongheon Kim, SooHyun Park. 5263-5267 [doi]
• Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image RetrievalJonghyun Song, Youngjune Lee, Gyu-Hwung Cho, Ilhyeon Song, Saehun Kim, Yohan Jo. 5268-5272 [doi]
• Evaluating Differentially Private Generation of Domain-Specific TextYidan Sun, Viktor Schlegel, Srinivasan Kolumam Nandakumar, Iqra Zahid, Yuping Wu 0001, Warren Del-Pinto, Goran Nenadic, Siew Kei Lam, Jie Zhang 0073, Anil A. Bharath. 5273-5278 [doi]
• Random-Feature Graph Neural Networks with Representation Tokenized Transformer for Robust One-class Anomaly DetectionWen-Wei Tang, Cheng-Te Li. 5279-5283 [doi]
• NuFact: Validating Numerical Assertions for Knowledge GraphsMohammad Taufeeq, Koninika Pal. 5284-5288 [doi]
• Frozen in the Middle: Hidden States Remain Unchanged Across Intermediate Layers of Language ModelsPavel Tikhonov, Dmitry Ilvovsky. 5289-5293 [doi]
• A Universal Framework for Offline Serendipity Evaluation in Recommender Systems via Large Language ModelsYu Tokutake, Kazushi Okamoto, Kei Harada, Atsushi Shibata, Koki Karube. 5294-5298 [doi]
• Densest Subgraph Discovery on Decentralized Graphs with Local Edge Differential PrivacyWenping Tong, Yi Zhou, Yanhao Wang 0001, Cen Chen 0001, Minghao Zhao 0001. 5299-5303 [doi]
• Channel-Independent Refiner for Multivariate Time Series ForecastingJie Wang, Zhongguang Zheng, Chaoliang Zhong, Jun Sun 0001. 5304-5308 [doi]
• Social Relation Meets Recommendation: Augmentation and AlignmentLin Wang 0040, Weisong Wang, Xuanji Xiao, Qing Li 0001. 5309-5313 [doi]
• Latent Graph Structure Learning for Large-Scale Traffic ForecastingMeng Wang, Longgang Xiang, Chenhao Wu 0002, Zejiao Wang, Xin Chen, Shaozu Xie, Ying Luo. 5314-5318 [doi]
• DAGP: Difficulty-Aware Graph Pruning for LLM-Based Multi-Agent SystemSiqi Wang, Guangmo Tong. 5319-5323 [doi]
• Unified Robustness via Spurious-Invariant Features and On-Manifold AdversariesXu Wang, Rajgopal Kannan, Viktor K. Prasanna. 5324-5329 [doi]
• GenR1-Searcher: Curriculum Reinforcement Learning for Dynamic Retrieval and Document GenerationYu Wang, Yixuan Zhao, Renrui Duan, Jingyuan Li, Yuanzhuo Wang, Kun Zhang. 5330-5334 [doi]
• Temporal-Aware User Behaviour Simulation with Large Language Models for Recommender SystemsXinye Wanyan, Danula Hettiachchi, Chenglong Ma, Ziqi Xu 0001, Jeffrey Chan. 5335-5339 [doi]
• Can Large Vision-Language Models Understand Multimodal Sarcasm?Xinyu Wang, Yue Zhang, Liqiang Jing. 5340-5345 [doi]
• Empirical Analysis on User Profile in Personalized LLMsBin Wu 0025, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz. 5346-5350 [doi]
• Fact or Facsimile? Evaluating the Factual Robustness of Modern RetrieversHaoyu Wu, Qingcheng Zeng, Kaize Ding. 5351-5355 [doi]
• Dual Context-Aware Negative Sampling Strategy for Graph-based Collaborative FilteringXi Wu 0009, Wenzhe Zhang, Liangwei Yang, Xiaohan Fang, Jiquan Peng, Jibing Gong. 5356-5360 [doi]
• Harnessing Light for Cold-Start Recommendations: Leveraging Epistemic Uncertainty to Enhance Performance in User-Item InteractionsYang Xiang, Li Fan 0009, Chenke Yin, Menglin Kong, Chengtao Ji. 5361-5365 [doi]
• A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain RecommendationXiaoyu Liu, Yiqing Wu, Ruidong Han, Fuzhen Zhuang, Xiang Li 0067, Wei Lin 0022. 5366-5370 [doi]
• Exploring the Potential of Pre-Trained Language Models in Long-Term Semantic Scene Change Prediction Using Variable Scene GraphsHaoyi Xiu, Xin Liu 0020, Taehoon Kim, Kyoung-Sook Kim 0001. 5371-5375 [doi]
• Enhancing Graph Collaborative Filtering with FourierKAN Feature TransformationJinfeng Xu 0003, Zheyu Chen 0003, Jinze Li 0001, Shuo Yang 0011, Wei Wang 0077, Xiping Hu, Edith C. H. Ngai. 5376-5380 [doi]
• Multi-Item-Query Attention for Stable Sequential RecommendationMingshi Xu, Haoren Zhu, Wilfred Siu Hung Ng. 5381-5385 [doi]
• In-context Pre-trained Time-Series Foundation Models adapt to Unseen TasksShangqing Xu, Harshavardhan Kamarthi, Haoxin Liu 0001, B. Aditya Prakash. 5386-5390 [doi]
• Multi-Behavior Intent Disentanglement for Recommendation via Information Bottleneck PrincipleTongxin Xu, Chenzhong Bin, Cihan Xiao, Yunhui Li, Tianlong Gu. 5391-5395 [doi]
• Forecasting the Buzz: Enriching Hashtag Popularity Prediction with LLM ReasoningYifei Xu, Jiaying Wu, Herun Wan, Yang Li, Zhen Hou, Min-Yen Kan. 5396-5400 [doi]
• Measuring Uncertainty in Medical Image Diagnosis via Conformal Focal LossAo Yang, Xiaodong Yue, Yufei Chen 0002. 5401-5405 [doi]
• Advanced News Event Clustering via Topic Enhanced Modeling with Multi-Aspect Contrastive LearningHang Yang, Xiaoyan Yu, Dianbo Sui. 5406-5410 [doi]
• HCLeK: Hierarchical Compression of Legal Knowledge for Retrieval-Augmented GenerationJianhui Yang 0001, Huanghai Liu, Mingruo Yuan, Yiran Hu, Yun Liu, Weixing Shen, Ben Kao. 5411-5416 [doi]
• USE-LTV: Customer LifeTime Value Prediction via Uncertain Sequence Modeling in Baidu AdsLei Yang, Jiahui Zhang, Guoyu Liu, Houzhi Wang, Zhiyuan Zhou, Xiaohui Zhao. 5417-5421 [doi]
• RepMedGAN: Self-supervised Representation-guided Medical GAN for Label-free Medical Image SynthesisYuchong Yao, Nandakishor Desai, Marimuthu Palaniswami. 5422-5427 [doi]
• Rethinking Masked Image Modeling for Ultrasound Image DenoisingYuchong Yao, Nandakishor Desai, Marimuthu Palaniswami. 5428-5432 [doi]
• Can LLMs Really Help Query Understanding In Web Search? A Practical PerspectiveDezhi Ye, Ye Qin, Bowen Tian, Jiabin Fan, Jie Liu 0075, Haijin Liang, Jin Ma 0003. 5433-5438 [doi]
• 2: Adversarial Reinforcement Learning for Abstract Reasoning in Large Language ModelsCheng-Kai Yeh, Hsing-Wang Lee, Chung-Hung Kuo, Hen-Hsen Huang. 5439-5443 [doi]
• MOVER: Multimodal Optimal Transport with Volume-based Embedding RegularizationHaochen You, Baojing Liu. 5444-5448 [doi]
• LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class DataGeonjae Youn, Jonghoon Lee, Joongheon Kim, Chuck Yoo. 5449-5453 [doi]
• CPSRank: Unsupervised Keyphrase Extraction via Contextual PerturbationHyunwook Yu, Minju Kim, Euijin Kim, Mucheol Kim. 5454-5458 [doi]
• Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop RetrievalJungmin Yun, Youngbin Kim. 5459-5463 [doi]
• Robust Handwritten Text Recognition via Multi-Source Adversarial Domain Adaptation for Low-Resource ScriptsBustami Yusuf, Hen-Hsen Huang. 5464-5468 [doi]
• Ultra Fast Warm Start Solution for Graph RecommendationsViacheslav Yusupov, Maxim V. Rakhuba, Evgeny Frolov. 5469-5473 [doi]
• Uncertainty Quantification for Multiple-Choice Questions is Just One-Token DeepQingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Guangyan Sun, Yanda Meng, ShiQing Ma, Qifan Wang 0001, Felix Juefei-Xu, Fan Yang 0023, Kaize Ding, Ruixiang Tang, Yongfeng Zhang 0003. 5474-5478 [doi]
• PMTA: Perception-Aware Multi-Task Transformer Network for Personalized Multi-Domain AdaptationChenbin Zhang, Xiaoxie Zhu, Xingchao Cao, Qiwei Chen, Feng Zhang 0047, Yang Xiao, Zuotao Liu. 5479-5483 [doi]
• PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward OptimizationKepu Zhang, Teng Shi, Weijie Yu 0003, Jun Xu 0001. 5484-5488 [doi]
• Global-Distribution Aware Scenario-Specific Variational Representation Learning FrameworkMoyu Zhang, Yujun Jin, Jinxin Hu, Yu Zhang 0206. 5489-5494 [doi]
• SAKG: Structure-Aware Large Language Model Framework for Knowledge Graph ReasoningQingyu Zhang, Min Hu, Wenlong Fei, Jiaoyun Yang, Hongbo Li. 5495-5499 [doi]
• Relation-Sensitive Visual Aggregation Enhances Multimodal Knowledge Graph CompletionQingyu Zhang, Min Hu, Wenlong Fei, Jiaoyun Yang, Hongbo Li. 5500-5504 [doi]
• Interpretable Meta-weighting Sparse Neural Additive Networks for Datasets with Label Noise and Class ImbalanceXuelin Zhang, Hong Chen 0004, Lingjuan Wu. 5505-5509 [doi]
• An Robust Entity Alignment Method based on Knowledge Distillation with Noisy Aligned PairsYuhong Zhang 0002, Hangchi Song, Xiaolong Zhu, Chenyang Bu, Kui Yu. 5510-5514 [doi]
• Student-Augmented Self-Training with Closed Loop Feedback in Linguistic SteganalysisZiwei Zhang, Juan Wen, Wanli Peng, Haowei Chang. 5515-5519 [doi]
• Non-autoregressive Generative Auction with Global Externalities for Online AdvertisingZuowu Zheng, Ze Wang, Fan Yang, Wenqing Ye, Weihua Huang, Wenqiang He, Teng Zhang, Xingxing Wang. 5520-5524 [doi]
• MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data ImputationYouran Zhou, Mohamed Reda Bouadjenek, Sunil Aryal. 5525-5529 [doi]
• Adversarially Attacking Graph Properties and Sparsification in Graph LearningChunjiang Zhu, Blake Gaines, Jing Deng, Jinbo Bi. 5530-5534 [doi]
• Asymmetric Diffusion Recommendation ModelYongchun Zhu, Guanyu Jiang, Jingwu Chen, Feng Zhang 0047, Xiao Yang, Zuotao Liu. 5535-5539 [doi]
• Active Recommendation for Email Outreach DynamicsCenek Zid, Rodrigo Alves, Pavel Kordík. 5540-5544 [doi]
• Structuring Video Semantics with Temporal Triplets for Zero-Shot Video Question AnsweringLinlin Zong, Xinyu Zhai, Xinyue Liu 0002, Wenxin Liang, Xianchao Zhang 0001, Bo Xu 0009. 5545-5549 [doi]
• EnhanceMyPrompt: Rewriting Chat Queries for Effective Response Generation from LLMsTushar Abhishek, Manas Jain, Shishir Hardia, Shreevignesh Suriyanarayanan, Sandra Anil, Rushabh Gandhi, Manish Gupta 0001. 5551-5558 [doi]
• FR-LoRA: Fisher Regularized LoRA for Multilingual Continual LearningSayanta Adhikari, Sanjay Agrawal 0006, Vivek Sembium. 5559-5566 [doi]
• Uncovering Corporate Influence: A First Scalable Method for Qualifying Holdings ComputationLivia Blasi, Matteo Brandetti, Costanza Catalano, Andrea Gentili 0005, Davide Magnanimi. 5567-5574 [doi]
• Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy OptimizationJiangxia Cao, Pengbo Xu, Yin Cheng, Kaiwei Guo, Jian Tang, Shijun Wang, Dewei Leng, Shuang Yang, Zhaojie Liu, Yanan Niu, Guorui Zhou, Kun Gai. 5575-5582 [doi]
• T-Stars-Poster: A Framework for Product-Centric Advertising Image DesignHongyu Chen 0005, Min Zhou, Jing Jiang, Jiale Chen, Yang Lu, Zihang Lin, Bo Xiao, Tiezheng Ge, Bo Zheng 0007. 5583-5591 [doi]
• Let Topology Speak: Graph Neural Network with Topology-Aware AugmentationKangzhuo Chen, Xiaoqian Sun, Huawei Shen, Xueqi Cheng. 5592-5599 [doi]
• See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate PredictionSishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu 0001, Jian Xu 0015, Bo Zheng 0007. 5600-5608 [doi]
• Personalized Tree-Based Progressive Regression Model for Watch-Time Prediction in Short Video RecommendationXiaokai Chen, Xiao Lin 0002, Changcheng Li, Peng Jiang 0002. 5609-5616 [doi]
• Neighbor-enhanced Graph Pre-training and Prompt Learning Framework for Fraud DetectionZiyang Cheng, Jie Yang 0088, Yixin Song, Dawei Cheng, Guang Yang 0057, Bo Wang 0162. 5617-5625 [doi]
• Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary DocumentsNayoung Choi, Grace Byun, Andrew Chung, Ellie S. Paek, Shinsun Lee, Jinho D. Choi. 5626-5633 [doi]
• When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint DatasetSarmistha Das, R. E. Zera Marveen Lyngkhoi, Kirtan Jain, Vinayak Goyal, Sriparna Saha 0001, Manish Gupta 0001. 5634-5641 [doi]
• RottenReviews: Benchmarking Review Quality with Human and LLM-Based JudgmentsSajad Ebrahimi, Soroush Sadeghian, Ali Ghorbanpour, Negar Arabzadeh, Sara Salamat, Muhan Li, Hai-son Le, Mahdi Bashari, Ebrahim Bagheri. 5642-5649 [doi]
• Building a Virtual Member of a Community of PracticeJoshua Eckroth, Dayne Freitag, Jonathan Keefe, Timothy Meyer, Karen L. Myers, Eric Schoen, Pedro Sequeira, Reid G. Smith. 5650-5657 [doi]
• NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph LearningXinyue Feng, Shuxin Zhong, Jinquan Hang, Yuequn Zhang, Guang Yang 0028, Haotian Wang 0008, Desheng Zhang 0002, Guang Wang 0001. 5658-5665 [doi]
• Converted Data is All You Need for Causal Optimization of e-Commerce PromotionsDmitri Goldenberg, Hugo Manuel Proença, Amit Livne, Felipe Moraes, Javier Albert, Bracha Shapira. 5666-5673 [doi]
• 3 : A Hierarchical Pre-training Framework for Multi-Scenario Financial Risk AssessmentZehao Gu, Yateng Tang, Jiarong Xu, Siwei Zhang 0001, Xuehao Zheng, Xi Chen 0072, Yun Xiong. 5674-5682 [doi]
• MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval RecommendationChengcheng Guo, Junda She, Kuo Cai, Shiyao Wang 0001, Qigen Hu, Qiang Luo 0004, Guorui Zhou, Kun Gai. 5683-5690 [doi]
• BiListing: Modality Alignment for ListingsGuillaume Guy, Mihajlo Grbovic, Chun How Tan, Han Zhao. 5691-5698 [doi]
• Out of Distribution Detection for Efficient Continual Learning in Quality Prediction for Arc WeldingYannik Hahn, Jan Voets, Antonin Königsfeld, Hasan Tercan, Tobias Meisen. 5699-5706 [doi]
• Beyond Pairwise Learning-To-Rank At AirbnbMalay Haldar, Daochen Zha, Huiji Gao, Liwei He, Sanjeev Katariya. 5707-5714 [doi]
• Augmenting Limited and Biased RCTs through Pseudo-Sample Matching-Based Observational Data Fusion MethodKairong Han, Weidong Huang 0010, Taiyang Zhou, Peng Zhen 0001, Kun Kuang. 5715-5722 [doi]
• Development of Autonomous Failure Maintenance System for Semiconductor ManufacturingNuri Han, Jiwon Seo, Jonghee Ha, Jihyung Oh, Jinwoo Lee, Boram Jeong, Jongbin Park, GilHwan Kim, Yohwan Joo. 5723-5730 [doi]
• MTGR: Industrial-Scale Generative Recommendation Framework in MeituanRuidong Han, Bin Yin, Shangyu Chen, He Jiang, Fei Jiang 0009, Xiang Li 0067, Chi Ma, Mincong Huang, Xiaoguang Li, Chunzhen Jing, Yueming Han, MengLei Zhou, Lei Yu, Chuan Liu, Wei Lin 0022. 5731-5738 [doi]
• Cross-Domain Graph Neural Networks for Notification at LinkedInShihai He, Julie Choi, Tianqi Li, Zhiwei Ding, Peng Du, Priya Bannur, Franco Liang, Fedor Borisyuk, Padmini Jaikumar, Xiaobing Xue, Viral Gupta. 5739-5746 [doi]
• Heterogeneous Influence Maximization in User RecommendationHongru Hou, Jiachen Sun, Wenqing Lin, Wendong Bi, Xiangrong Wang, Deqing Yang. 5747-5754 [doi]
• An LLM-based Behavior Modeling Framework for Malicious User DetectionMeng Jiang, Wenjie Wang 0007, Chongming Gao, Shaofeng Hu, Kaishen Ou, Hui Lin, Fuli Feng. 5755-5762 [doi]
• GOProteinGNN: Leveraging Protein Knowledge Graphs for Protein Representation LearningDan Kalifa, Uriel Singer, Kira Radinsky. 5763-5771 [doi]
• Smart ECU: Scalable On-Vehicle Deployment of Drivetrain Fault Classification Systems for Commercial Electric VehiclesJaeho Kim, Kwangryeol Park, Kyu-Hwan Lee, Jeongmin Oh, Dongjin Park, Hyunseok Oh, Youngrock Chung, Kyung-Woo Lee, Dae-Un Sung, Seulki Lee 0002. 5772-5779 [doi]
• DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio SelectionJinkyu Kim 0004, Hyungjung Yi, Mogan Gim, Donghee Choi, Jaewoo Kang. 5780-5787 [doi]
• Exploring Database Normalization Effects on SQL GenerationRyosuke Kohita. 5788-5796 [doi]
• THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal DynamicsHoyoung Lee, Wonbin Ahn, Suhwan Park, Jaehoon Lee, Minjae Kim, Sungdong Yoo, Taeyoon Lim, Woohyung Lim, Yongjae Lee. 5797-5804 [doi]
• Waypoint POI Recommendation for Vehicle Navigation Services using Hierarchical Graphs and Contrastive LearningJongsoo Lee, Heejun Shin, Namhyuk Kim, Dong-Kyu Chae. 5805-5812 [doi]
• Anomaly Detection for Advanced Driver Assistance System with NCDE-based Normalizing FlowKangjun Lee, Minha Kim, Youngho Jun, Simon S. Woo. 5813-5821 [doi]
• OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter TrajectoriesBo Li 0042, Yingqi Feng, Ming Jin 0005, Xin Zheng 0008, Yufei Tang, Laurent M. Chérubin, Can Wang 0004, Alan Wee-Chung Liew, Qinghua Lu 0001, Jingwei Yao, Hong Zhang, Shirui Pan, Xingquan Zhu 0001. 5822-5830 [doi]
• SCAlign: Transaction Event Prediction via Multi-Scale Market Dynamics AlignmentBoyang Li, Lingzheng Zhang, Fugee Tsung, Xi Zhang. 5831-5838 [doi]
• Taming Ultra-Long Behavior Sequence in Session-wise Generative RecommendationWuchao Li, Shiyao Wang 0001, Kuo Cai, Jiaxin Deng, Xingmei Wang 0001, Qigen Hu, Defu Lian, Guorui Zhou. 5839-5846 [doi]
• VocQuiz: Vocabulary Question Generation for English Language EducationYongqi Li, Jiajun Wu, Shangqing Tu, Jifan Yu, Huiqin Liu, Lei Hou 0001, Juanzi Li. 5847-5854 [doi]
• MHSNet: An MoE-based Hierarchical Semantic Representation Network for Accurate Duplicate Resume Detection with Large Language ModelYu Li 0015, Zulong Chen, Wenjian Xu, Hong Wen 0002, Yipeng Yu, Man Lung Yiu, Yuyu Yin. 5855-5862 [doi]
• TBGRecall: A Generative Retrieval Model for E-commerce Recommendation ScenariosZida Liang, Changfa Wu, Dunxian Huang, Weiqiang Sun, Ziyang Wang, Yuliang Yan, Jian Wu, Yuning Jiang 0001, Bo Zheng 0007, Ke Chen, Silu Zhou, Yu Zhang 0176. 5863-5870 [doi]
• Stratified Expert Cloning for Retention-Aware Recommendation at ScaleChengzhi Lin, Annan Xie, Shuchang Liu 0001, Wuhong Wang, Chuyuan Wang, Yongq Li, Han Li 0005. 5871-5878 [doi]
• GReF: A Unified Generative Framework for Efficient Reranking via Ordered Multi-token PredictionZhijie Lin, Zhuofeng Li, Chenglei Dai, Wentian Bao, Shuai Lin, Enyun Yu, Haoxiang Zhang, Liang Zhao 0002. 5879-5887 [doi]
• AutoDW-TS: Automated Data Wrangling for Time-Series DataLei Liu 0061, So Hasegawa, Shailaja Keyur Sampat, Mehdi Bahrami, Wei-Peng Chen, Kodai Toyota, Takashi Kato, Takumi Akazaki, Akira Ura, Tatsuya Asai. 5888-5897 [doi]
• Prompt Tuning as User Inherent Profile Inference MachineYusheng Lu, Zhaocheng Du, Xiangyang Li 0004, Pengyue Jia, Yejing Wang, Weiwen Liu, Yichao Wang 0001, Huifeng Guo, Ruiming Tang, Zhenhua Dong, Yongrui Duan, Xiangyu Zhao 0001. 5898-5906 [doi]
• TRAWL: External Knowledge-Enhanced Recommendation with LLM AssistanceWeiqing Luo, Chonggang Song, Lingling Yi, Gong Cheng 0001. 5907-5914 [doi]
• QARM: Quantitative Alignment Multi-Modal Recommendation at KuaishouXinchen Luo, Jiangxia Cao, Tianyu Sun, Jinkai Yu, Rui Huang 0009, Wei Yuan, Hezheng Lin, Yichen Zheng, Shiyao Wang 0001, Qigen Hu, Changqing Qiu, Jiaqi Zhang, Xu Zhang, Zhiheng Yan, Jingming Zhang, Simin Zhang, Mingxing Wen, Zhaojie Liu, Guorui Zhou. 5915-5922 [doi]
• SMTIR: Scenario-Aware Multi-Trigger Induction Network for CTR PredictionXuan Ma, Yu Shi, Hao Peng, Jia Duan, Zhanhao Ye, Kunyao Wang, Kai Yan, Long Chen, Zehua Zhang 0005, Changping Peng, Zhangang Lin, Ching Law. 5923-5930 [doi]
• IclForge: Enhancing In-Context Learning with Evolutionary Algorithms under Budgeted AnnotationVijit Malik, Atul Pande, Anirban Majumder. 5931-5938 [doi]
• Next-Generation Price Recommendation with LLM-Augmented Graph TransformersHadi Mohammadzadeh Abachi, Amin Beheshti, Milad Mosharraf, Pooyan Asgari, Majid Namazi. 5939-5946 [doi]
• On the Gap Between Diffusion and Transformer Multi-Tabular GenerationGijs Paardekooper, Jeroen M. Galjaard, Lydia Y. Chen. 5947-5954 [doi]
• MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval SystemJungbae Park, Heonseok Jang. 5955-5962 [doi]
• Expert-Guided Diffusion Planner for Auto-BiddingYunshan Peng, Wenzheng Shu, Jiahao Sun, Yanxiang Zeng, Jinan Pang, Wentao Bai, Yunke Bai, Xialong Liu, Peng Jiang 0002. 5963-5970 [doi]
• Thematic Bottleneck Models for Multimodal Analysis of School AttendanceTingrui Qiao, Caroline Walker, Chris Cunningham, Adam Jang-Jones, Susan M. B. Morton, Kane Meissel, Yun Sing Koh. 5971-5979 [doi]
• Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted LearningHuiling Qin, Ming Wang, Yuanxun Li, Junbo Zhang 0004, Yu Zheng 0004. 5980-5987 [doi]
• Zipf-Gramming: Scaling Byte N-Grams Up to Production Sized Malware CorporaEdward Raff, Ryan R. Curtin, Derek Everett, Robert J. Joyce, James Holt. 5988-5996 [doi]
• HuggingGraph: Understanding the Supply Chain of LLM EcosystemMohammad Shahedur Rahman, Peng Gao, Yuede Ji. 5997-6005 [doi]
• Bridging the Gap Between Sparsity and Redundancy: A Dual-Decoding Framework with Global Context for Map InferenceYudong Shen, Jiali Mao, Wenyu Wu, Yixiao Tong, Guoping Liu, Chaoya Wang. 6006-6013 [doi]
• LinkML for Collaborative Petrochemical Knowledge Graph DevelopmentAnnie Shoup, Adam Russell, Gavin Nicol. 6014-6020 [doi]
• AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated LearningAhmed Soliman, Radwa El Shawi. 6021-6028 [doi]
• PRECISE: Pre-training and Fine-tuning Sequential Recommenders with Collaborative and Semantic InformationChonggang Song, Chunxu Shen, Hao Gu, Yaoming Wu, Lingling Yi, Jie Wen, Chuan Chen. 6029-6037 [doi]
• LinkedIn Post Embeddings: Industrial Scale Embedding Generation and Usage across LinkedInSudarshan Srinivasa Ramanujam, Akanksha Bindal, Yu Jiang, Timothy J. Hazen, David Golland, Fengyu Zhang, Daqi Sun, Wanning Li, Birjodh Singh Tiwana, Siddharth Dangi, Peng Yan. 6038-6044 [doi]
• Towards Explainable Transaction Risk Analysis With Dual Graph Retrieval Augmented GenerationLiang Su, Mingyang Zhang 0004, Kangxiang Jia, Tengfei Liu, Weiqiang Wang 0002, Yun Xiong, Xixi Wu, Xinyu Gao, Yongrui Fu, Jiawei Zhang 0001. 6045-6052 [doi]
• Learning to Comparison-ShopJie Tang 0008, Daochen Zha, Xin Liu, Huiji Gao, Liwei He, Stephanie Moyerman, Sanjeev Katariya. 6053-6060 [doi]
• Locale-Aware Product Type Prediction for E-commerce Search QueriesAnna Tigunova, Thomas Ricatte, Ghadir Eraisha. 6061-6066 [doi]
• GeoIndia V2: A Unified Graph and Language Model for Context-Aware GeocodingArpit Tiwari, Bhavuk Singhal, Anshu Aditya, Shubham Jain 0012, Debashis Mukherjee, Debdoot Mukherjee. 6067-6074 [doi]
• End-to-end Information Extraction from Archival Records with Multimodal Large Language ModelsMahsa Vafaie, Sven Hertling, Inger Banse-Strobel, Kevin Dubout, Harald Sack. 6075-6083 [doi]
• DinoCompanion: An Attachment-Theory Informed Multimodal Robot for Emotionally Responsive Child-AI InteractionBoyang Wang 0006, Yuhao Song, Jinyuan Cao, Peng Yu, Hongcheng Guo, Zhoujun Li 0001. 6084-6092 [doi]
• SolarMAE: A Unified framework for Regional Centralized and Distributed Solar Power Forecasting with Weather Pre-trainingJin Wang, Bingqing Peng, Wenwei Wang, Yuanjie Hu, Yuejiang Chen, Peisong Niu, Liang Sun 0001. 6093-6101 [doi]
• GCVPN: A Graph Convolutional Visual Prior-Transform Network for Actual Occluded Image RecognitionLei Wang 0005, Nannan Wu, Huaming Wu, Wei Yu 0016, Fan Zhang, Shuo Chen. 6102-6109 [doi]
• Fraudulent Delivery Detection with Multimodal Courier Behavior Data in Last-Mile DeliveryShanshan Wang, Sijing Duan, Shuxin Zhong, Zhiqing Hong, Zhiyuan Zhou, Hongyu Lin, Weijian Zuo, Desheng Zhang 0002, Yi Ding 0011. 6110-6118 [doi]
• Progressive Semantic Residual Quantization for Multimodal-Joint Interest Modeling in Music RecommendationShijia Wang, Tianpei OuYang, Qiang Xiao, Dongjing Wang, Yintao Ren, Songpei Xu, Da Guo, Chuanjiang Luo. 6119-6127 [doi]
• Retrieval-LTV: Fine-Grained Transfer Learning for Lifetime Value Estimation in Large-Scale Industrial RetrievalShirui Wang, Shengbin Jia, Tianyue Cao, Shuo Yang, Lei Jiang, Qi He, Lingling Yao, Yang Xiang 0006. 6128-6135 [doi]
• You Only Evaluate Once: A Tree-based Rerank Method at MeituanShuli Wang, Yinqiu Huang, Changhao Li, Yuan Zhou, Yonggang Liu, Yongqiang Zhang, Yinhua Zhu, Haitao Wang, Xingxing Wang. 6136-6143 [doi]
• FinSage: A Multi-aspect RAG System for Financial Filings Question AnsweringXinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li 0001, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou. 6144-6152 [doi]
• EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal PresentationsYucheng Wang, Jifan Yu, Daniel Zhang-li, Joy Lim Jia Yin, Shangqing Tu, Haoxuan Li 0003, Zhiyuan Liu 0001, Huiqin Liu, Lei Hou 0001, Juanzi Li, Bin Xu 0001. 6153-6160 [doi]
• CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce MarketsYujing Wang, Yiren Chen, Huoran Li, Chunxu Xu, Yuchong Luo, Xianghui Mao, Cong Li, Lun Du, Chunyang Ma, Qiqi Jiang, Yin Wang, Fan Gao, Wenting Mo, Pei Wen, Shantanu Kumar, Taejin Park, Yiwei Song, Vijay Rajaram, Tao Cheng, Sonu Durgia, Pranam Kolari. 6161-6168 [doi]
• Audience-Aware and Self-Adaptive Multi-Interest Modeling for Sharing Rate Prediction in Affiliate MarketingZhe Wang 0044, Ziyu Guan, Yujian Cao, Yaming Yang 0002, Rui Wang, Bin Tong, Wei Zhao 0019, Hongbo Deng. 6169-6176 [doi]
• Dynamic Network-Based Two-Stage Time Series Forecasting for Affiliate MarketingZhe Wang 0044, Yaming Yang 0002, Ziyu Guan, Bin Tong, Rui Wang, Wei Zhao 0019, Hongbo Deng. 6177-6184 [doi]
• Leveraging Generative Models for Real-Time Query-Driven Text Summarization in Large-Scale Web SearchZeyu Xiong, Yixuan Nan, Li Gao, Hengzhu Tang, Shuaiqiang Wang, Junfeng Wang 0009, Dawei Yin 0001. 6185-6192 [doi]
• Climber: Toward Efficient Scaling Laws for Large Recommendation ModelsSongpei Xu, Shijia Wang, Da Guo, Xianwen Guo, Qiang Xiao, Bin Huang, Guanlin Wu, Chuanjiang Luo. 6193-6200 [doi]
• HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking SystemsHaoqiang Yang, Congde Yuan, Kun Bai, Mengzhuo Guo, Wei Yang, Chao Zhou. 6201-6208 [doi]
• CheckDAPR: An MLLM-based Sketch Analysis System for Draw-A-Person-in-the-Rain AssessmentsMigyeong Yang, Chaehee Park, Taeeun Kim, Hayeon Song, Jinyoung Han. 6209-6216 [doi]
• DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender SystemWencai Ye, Mingjie Sun, Shaoyun Shi, Peng Wang, Wenjin Wu, Peng Jiang. 6217-6224 [doi]
• InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate PredictionZhichen Zeng 0001, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen 0003, Siyang Yuan, Hang Yin 0005, Xin Zhang, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang. 6225-6233 [doi]
• Meta-Adaptive Network for Effective Cold-Start Recommendation via Warm-Aware Representation LearningAo Zhang, Boya Du, Yulin Xu, Jialin Zhu, Yuning Jiang 0001. 6234-6241 [doi]
• Edge-Variational Graph Neural Networks: Harnessing Weak Ties for Enhanced Default Risk PredictionFeng Zhang, Jianfeng Chi, Rui Ma, Gang Chen, Rongqi Chen. 6242-6249 [doi]
• Augmenting Guest Search Results with Recommendations at AirbnbHaowei Zhang, Philbert Lin, Dishant Ailawadi, Soumyadip Banerjee 0003, Shashank Dabriwal, Hao Li, Kedar Bellare, Liwei He, Sanjeev Katariya. 6250-6257 [doi]
• Maps Ranking Optimization in AirbnbHongwei Zhang, Malay Haldar, Kedar Bellare, Sherry Chen, Soumyadip Banerjee 0003, Xiaotang Wang, Mustafa Abdool, Huiji Gao, Pavan Tapadia, Liwei He, Sanjeev Katariya, Stephanie Moyerman. 6258-6265 [doi]
• 3-TR: Data-driven Daily Delivery Task Rescheduling for Cost-effective Last-mile DeliveryLidi Zhang, Yinfeng Xiang, Wenjun Lyu, Zhiqing Hong, Haotian Wang 0008, Desheng Zhang 0002, Yunhuai Liu, Tian He 0001. 6266-6273 [doi]
• Billion-Scale Graph Deep Learning Framework for Ads RecommendationSi Zhang, Weilin Cong, Dongqi Fu, Andrey Malevich, Hao Wu, Baichuan Yuan, Xin Zhou, Kaveh Hassani, Zhigang Hua, Austin Derrow-Pinion, Yan Xie, Xuewei Wang, Yinglong Xia, Ning Yao, Vena Li, Sem Park, Bo Long. 6275-6283 [doi]
• FLAIR: Feedback Learning for Adaptive Information RetrievalWilliam Zhang, Yiwen Zhu, Yunlei Lu, Mathieu B. Demarne, Wenjing Wang 0005, Kai Deng, Nutan Sahoo, Katherine Lin, Miso Cilimdzic, Subru Krishnan. 6284-6292 [doi]
• Towards Unbiased and Real-Time Staytime Prediction for Live Streaming RecommendationHaiyuan Zhao, Changshuo Zhang, Yang Wang, Hao Wang, Zhen Ouyang, Bin Yuan, Qinglei Wang, Zuotao Liu. 6293-6300 [doi]
• Personalized Multi Modal Alignment Encoding for CTR-Recommendation in WeChatJiawei Zheng, Hao Gu, Lingling Yi, Jie Wen, Chuan Chen. 6301-6308 [doi]
• RankMixer: Scaling Up Ranking Models in Industrial RecommendersJie Zhu, Zhifang Fan, Xiaoxie Zhu, Yuchen Jiang, Hangyu Wang, Xintian Han, Haoran Ding, Xinmin Wang, Wenlin Zhao, Zhen Gong, Huizhi Yang, Zheng Chai, Zhe Chen, Yuchao Zheng 0002, Qiwei Chen, Feng Zhang 0047, Xun Zhou, Peng Xu 0017, Xiao Yang, Di Wu, Zuotao Liu. 6309-6316 [doi]
• IARD: Intruder Activity Recognition Dataset for Threat DetectionShehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Saeed Anwar, Javier Del Ser, Khan Muhammad 0001. 6317-6322 [doi]
• ReDSM5: A Reddit Dataset for DSM-5 Depression DetectionEliseo Bao, Anxo Pérez, Javier Parapar. 6323-6327 [doi]
• hopwise: A Python Library for Explainable Recommendation based on Path Reasoning over Knowledge GraphsLudovico Boratto, Gianni Fenu, Mirko Marras, Giacomo Medda, Alessandro Soccol. 6328-6333 [doi]
• PyLate: Flexible Training and Retrieval for Late Interaction ModelsAntoine Chaffin, Raphaël Sourty. 6334-6339 [doi]
• VideoAVE: A Multi-Attribute Video-to-Text Attribute Value Extraction Dataset and Benchmark ModelsMing Cheng, Tong Wu, Jiazhen Hu, Jiaying Gong, Hoda Eldardiry. 6340-6345 [doi]
• ERASURE: A Modular and Extensible Framework for Machine UnlearningAndrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo. 6346-6350 [doi]
• YTCommentVerse: A Multi-Category Multi-Lingual YouTube Comment CorpusHridoy Sankar Dutta, Biswadeep Khan. 6351-6355 [doi]
• Internet of Things Dataset for Human Operator Activity Recognition in Industrial EnvironmentAbdur Forkan, Prem Prakash Jayaraman, Clarence Antonmeryl, Federico Montori, Abhik Banerjee, Kaneez Fizza, Dimitrios Georgakopoulos 0001. 6356-6360 [doi]
• Portuguese post-OCR Resources for Text OptimisationTomás Freitas Osório, Henrique Lopes Cardoso. 6361-6366 [doi]
• ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative MethodDongqi Fu, Yada Zhu, Zhining Liu 0001, Lecheng Zheng, Xiao Lin 0016, Zihao Li 0006, Liri Fang, Katherine Tieu, Onkar Bhardwaj, Kommy Weldemariam, Hanghang Tong, Hendrik F. Hamann, Jingrui He. 6367-6371 [doi]
• FediData: A Comprehensive Multi-Modal Fediverse Dataset from MastodonMin Gao, Haoran Du, Wen Wen, Qiang Duan, Xin Wang, Yang Chen. 6372-6376 [doi]
• STM-Graph: A Python Framework for Spatio-Temporal Mapping and Graph Neural Network PredictionsAmirhossein Ghaffari, Huong Nguyen, Lauri Lovén, Ekaterina Gilman. 6377-6381 [doi]
• E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal CasesCandida Maria Greco, Lorenzo Zangari, Davide Picca, Andrea Tagarelli. 6382-6386 [doi]
• A Large-Scale Web Search Dataset for Federated Online Learning to RankMarcel Gregoriadis, Jingwei Kang, Johan Pouwelse. 6387-6391 [doi]
• A Large-Scale Dataset of Interactions Between Weibo Users and Platform-Empowered LLM AgentShaokui Gu, Yongjie Yin, Qingyuan Gong, Fenghua Tong, Yipeng Zhou, Qiang Duan, Yang Chen 0001. 6392-6396 [doi]
• PersonaGen: A Persona-Driven Open-Ended Machine-Generated Text DatasetCarmelo Gugliotta, Lucio La Cava, Andrea Tagarelli. 6397-6401 [doi]
• Pet-Bench: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network ServicesHongcheng Guo, Zheyong Xie, Shaosheng Cao, Boyang Wang 0006, Weiting Liu, Zheyu Ye, Zhoujun Li 0001, Zuozhu Liu, Wei Lu. 6402-6407 [doi]
• EFT-LR: Benchmarking Learning Rate Policies in Parameter-Efficient Large Language Model Fine-tuningMd. Tasnim Jawad, Yanzhao Wu 0001. 6408-6413 [doi]
• The Yelp Collaborative Knowledge GraphTheis E. Jendal, Mads Corfixen, Magnus Olesen, Peter Dolog, Katja Hose, Daniele Dell'Aglio, Matteo Lissandrini. 6414-6419 [doi]
• Generative Recommendation with Semantic IDs: A Practitioner's HandbookClark Mingxuan Ju, Liam Collins, Leonardo Neves, Bhuvesh Kumar, Louis Yufeng Wang, Tong Zhao 0003, Neil Shah. 6420-6425 [doi]
• CausalBench-ER: Causally-Informed Explanations and Recommendations for Reproducible BenchmarkingAhmet Kapkiç, Pratanu Mandal, Abhinav Gorantla, Shu Wan 0002, Ertugrul Çoban, Paras Sheth, Huan Liu 0001, K. Selçuk Candan. 6426-6431 [doi]
• Datasets for Supervised Adversarial Attacks on Neural RankersAmir Khosrojerdi, Amin Bigdeli, Radin Hamidi Rad, Morteza ZiHayat, Charles L. A. Clarke, Ebrahim Bagheri. 6432-6437 [doi]
• RuSemCor: A Word Sense Disambiguation corpus for RussianAlexander Kirillovich, Ilia Karpov, Natalia V. Loukachevitch, Maksim Kulaev, Dmitry Ilvovsky. 6438-6443 [doi]
• NLP-QA: A Large-scale Benchmark for Informative Question Answering over Natural Language Processing DocumentsAvishek Lahiri, Debarshi Kumar Sanyal, Imon Mukherjee. 6444-6450 [doi]
• From Rules to Flexibility: A Resource and Method for SEC Item Extraction in Post-2021 10-K FilingsXiao Li, Changhong Jin, Ruihai Dong. 6451-6455 [doi]
• A Comprehensive Toolkit for Generalized Robust VisionZhao Li 0007, Yuefeng Chen, Hui Xue 0001, Xiaofeng Mao. 6456-6460 [doi]
• ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge GraphLangming Liu, Haibin Chen, Yuhao Wang 0006, Yujin Yuan, Shilei Liu, Wenbo Su, Xiangyu Zhao 0001, Bo Zheng 0007. 6461-6465 [doi]
• GCondenser: Benchmarking Graph CondensationYilun Liu 0005, Ruihong Qiu, Zi Huang. 6466-6470 [doi]
• CSMD: Curated Multimodal Dataset for Chinese Stock AnalysisYu Liu, Zhuoying Li, Ruifeng Yang, Fengran Mo, Cen Chen 0001. 6471-6475 [doi]
• Multimodal Banking Dataset: Understanding Client Needs through Event SequencesDzhambulat Mollaev, Ivan Kireev, Mikhail Orlov, Alexander Kostin, Ivan Karpukhin, Maria Postnova, Gleb Gusev, Andrey Savchenko. 6476-6480 [doi]
• SparseKmeans: Efficient K-means Clustering For Sparse DataKhoi Nguyen Pham Dang, He-Zhe Lin, Chih-Jen Lin. 6481-6485 [doi]
• A Content-Driven Micro-Video Recommendation Dataset at ScaleYongxin Ni, Yu Cheng 0011, Xiangyan Liu, Junchen Fu, Youhua Li, Xiangnan He 0001, Yongfeng Zhang, Fajie Yuan. 6486-6491 [doi]
• S2Cap: A Benchmark and a Baseline for Singing Style CaptioningHyunjong Ok, Jaeho Lee. 6492-6497 [doi]
• Revisiting Pre-processing Group Fairness: A Modular Benchmarking FrameworkBrodie Oldfield, Ziqi Xu 0001, Sevvandi Kandanaarachchi. 6498-6502 [doi]
• QueryBridge: One Million Annotated Questions with SPARQL Queries - Dataset for Question Answering over Knowledge GraphsAbdelghny Orogat, Ahmed El-Roby. 6503-6507 [doi]
• Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety BenchmarkZhenhui Ou, Dawei Li 0008, Zhen Tan 0001, Wenlin Li, Huan Liu 0001, Siyuan Song. 6508-6512 [doi]
• PEQQS: a Dataset for Probing Extractive Quantity-focused Question Answering from Scientific LiteratureMaciej Rybinski, Necva Bölücü, Huichen Yang, Stephen Wan 0001. 6513-6517 [doi]
• A Use-Case Specific Dataset for Measuring Dimensions of Responsible Performance in LLM-generated TextAlicia Sagae, Chia-Jung Lee, Sandeep Avula, Brandon Dang, Vanessa Murdock 0001. 6518-6522 [doi]
• Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity ForecastingChen Shao, Michael Färber 0001, Sebastian Pütz, Benjamin Schäfer 0001, Yue Wang, Tobias Käfer, Zhanbo Huang, Zhenyi Zhu. 6523-6527 [doi]
• SeLeRoSa: Sentence-Level Romanian Satire Detection DatasetRazvan-Alexandru Smadu, Andreea Iuga, Dumitru-Clementin Cercel, Florin Pop. 6528-6533 [doi]
• When Facts Expire: Benchmarking Temporal Validity in Knowledge GraphsThibaut Soulard, Fatiha Saïs, Joe Raad. 6534-6538 [doi]
• MIRAGE: A Metrics lIbrary for Rating hAllucinations in Generated tExtBenjamin Vendeville, Liana Ermakova, Pierre De Loor, Jaap Kamps. 6539-6543 [doi]
• FinS-Pilot: A Benchmark for Online Financial RAG SystemFeng Wang 0023, Yiding Sun, Jiaxin Mao, Xue Wei, Danqing Xu. 6544-6548 [doi]
• HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial TasksQiqi Wang 0005, Guanjin Wang, Yihong Pan, Zhipeng Lin, Huijia Li, Qian Liu, Kaiqi Zhao 0001. 6549-6553 [doi]
• TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression ScreeningXi Wang 0012, Anxo Pérez, Javier Parapar, Fabio Crestani. 6554-6558 [doi]
• StoryWriter: A Multi-Agent Framework for Long Story GenerationHaotian Xia, Hao Peng 0015, Yunjia Qi, Bin Xu 0001, Juanzi Li, Lei Hou 0001, Xiaozhi Wang. 6559-6563 [doi]
• Maneno Yetu: Dynamic Corpus Construction and Pretraining for Swahili NLPChaddy Anthony Zawuya, Alfred Malengo Kondoro, Diana Rwegasira, Juma H. Lungo. 6564-6569 [doi]
• UXSim: Towards a Hybrid User Search SimulationSaber Zerhoudi, Michael Granitzer. 6570-6574 [doi]
• C-FAITH: A Chinese Fine-Grained Benchmark for Automated Hallucination EvaluationXu Zhang, Zhifei Liu, Jiahao Wang, Huixuan Zhang, Fan Xu, Junzhe Zhang 0004, Xiaojun Wan 0001. 6575-6579 [doi]
• PyG-SSL: A Graph Self-Supervised Learning ToolkitLecheng Zheng, Baoyu Jing, Zihao Li 0006, Zhichen Zeng 0001, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, Jingrui He. 6580-6586 [doi]
• TSD-CT: A Benchmark Dataset for Truthfulness Stance DetectionZhengyuan Zhu, Haiqi Zhang, Zeyu Zhang, Chengkai Li 0001. 6587-6591 [doi]
• RerankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM FeedbackAbdelrahman Abdallah, Mahmoud Abdalla, Bhawna Piryani, Jamshid Mozafari, Mohammed Ali, Adam Jatowt. 6593-6597 [doi]
• White Rabbit: Demonstrating Online KG Pathfinding Using EmbeddingsPanagiotis Antivasis, Giannis Vassiliou, Georgios Tsamis, Paraskevi Zacharia, Eleftheria Barka, Julian Gini, Argyri Kyriakaki, Giorgos Andreadakis, Ioannis Christodoulakis, Nikos Papadakis, Haridimos Kondylakis. 6598-6602 [doi]
• SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented GenerationInes Besrour, Jingbo He, Tobias Schreieder, Michael Färber 0001. 6603-6608 [doi]
• KnowFE : A Hybrid AI System for Explainable Feature Engineering using Knowledge-Guided Reinforcement LearningMohamed Bouadi, Arta Alavi, Salima Benbernou, Mourad Ouziri. 6609-6613 [doi]
• SDD: Shape-aware Data-driven Attention Mechanism for Time Series AnalysisYanyun Cao, Rundong Zuo, Rui Cao, Byron Choi, Jianliang Xu, Sourav S. Bhowmick. 6614-6618 [doi]
• The ReQAP System for Question Answering over Personal InformationPhilipp Christmann, Gerhard Weikum. 6619-6623 [doi]
• Explain and Monitor Deep Learning Models for Computer Vision using Obz AINeo Christopher Chung, Jakub Binda. 6624-6628 [doi]
• ClimBurst: A Dynamic Visualization Tool to Display Climatological Anomalies over Time and SpaceGuillaume Coulaud, Benoit Lange, Dennis Shasha, Audrey Brouillet, Reza Akbarinia, Florent Masseglia. 6629-6633 [doi]
• CALLM: A Framework for Systematic Contrastive Analysis of Large Language ModelsReinhard Friedrich Fritsch, Adam Jatowt. 6634-6638 [doi]
• HealthGenie: A Knowledge-Driven LLM Framework for Tailored Dietary GuidanceFan Gao, Xinjie Zhao 0004, Ding Xia, Zhongyi Zhou, Rui Yang 0016, Jinghui Lu, Hang Jiang, Chanjun Park, Irene Li. 6639-6643 [doi]
• STORM: Spatio-Temporal Similar Trajectory Retrieval on Non-Uniform Maritime DataXiaolin Han 0002, Yonghao Zhou, Chenhao Ma 0001, Fang Li, Xuequn Shang 0001. 6644-6648 [doi]
• Quantum Deepflow: A Quantum-Integrated Forecasting Platform for Strategic Decisions in Raw Material ProcurementCharmgil Hong, Doohee Chung, Jongyeong Kim, Heewon Jung. 6649-6653 [doi]
• How to Make Museums More Interactive? Case Study of Artistic ChatbotFilip J. Kucia, Anna Wróblewska, Bartosz Grabek, Szymon D. Trochimiak. 6654-6658 [doi]
• EdgeSLU: 1.58-bit Voice Control FrameworkSeungeon Lee, Junuk Jung, Sanghyun Jung, Changbeom Kang, Jaeyoon Yoo. 6659-6663 [doi]
• PlaceSim: An LLM-based Interactive Platform for Human Behavior Simulation in Physical FacilitiesSuhyeon Lee, Youngjun Yu, Donghyuk Shin, Rita Singh. 6664-6667 [doi]
• Achoio: A Skill-Aware Evaluation Management System for Text-To-Speech ResearchHaowei Lou, Hye-Young Paik, Basem Suleiman, Wen Hu 0001, Lina Yao 0001. 6668-6672 [doi]
• LLM4IA: Index Advising Via Large Language ModelsXian Lyu, Junbiao Zhang, Yihang Zheng, Guoliang Li 0001, Chen Lin 0001. 6673-6677 [doi]
• ESPRESSO: Privacy-Preserving Keyword Search on Decentralized Data with Differential Visibility ConstraintsMohamed Ragab 0001, Mohamed Bahrani, Helen Oliver 0001, Thanassis Tiropanis, Alexandra Poulovassilis, Adriane Chapman, George Roussos. 6678-6682 [doi]
• terazi: AI Fairness Tool for Doubly Imbalanced DataAsli Umay Öztürk, Yigit Sever, Ata Yalcin, Viktoria Pauw, Stephan Hachinger, Ismail Hakki Toroslu, Pinar Karagoz. 6683-6687 [doi]
• AnDri: A System for Anomaly and Drift co-DetectionJongjun Park, Ziqi Guo, Fei Chiang. 6688-6692 [doi]
• L3X: Long Object List Extraction from Long DocumentsSneha Singhania, Simon Razniewski, Gerhard Weikum. 6693-6697 [doi]
• The Temporal Game: A New Perspective on Temporal Relation ExtractionHugo O. Sousa, Ricardo Campos 0001, Alípio Jorge. 6698-6702 [doi]
• Compare: A Framework for Scientific ComparisonsMoritz Staudinger, Wojciech Kusa, Matteo Cancellieri, David Pride, Petr Knoth, Allan Hanbury. 6703-6707 [doi]
• A Demonstration of PKGem: Secure Enrichment of Personal Knowledge GraphsJunzhou Su, Sriram Nutulapati, Chang Ge. 6708-6712 [doi]
• MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offsSwati, Arjun Roy 0001, Emmanouil Panagiotou, Eirini Ntoutsi. 6713-6717 [doi]
• iMask: Towards a Smart Mask Network Prototype for Monitoring Respiratory VirusesEmma Tong, Cynthia Smyser, Chen Chen. 6718-6722 [doi]
• ReportGRI: Automating GRI Alignment and Report AssessmentAida Usmanova, Rana Abdullah, Debayan Banerjee, Markus Leippold, Ricardo Usbeck. 6723-6727 [doi]
• MedSEBA: Synthesizing Evidence-Based Answers Grounded in Evolving Medical LiteratureJuraj Vladika, Florian Matthes. 6728-6732 [doi]
• An Interventional Approach to Real-Time Disaster Assessment via Causal AttributionSaketh Vishnubhatla, Alimohammad Beigi, Rui Heng Foo, Umang Goel, Ujun Jeong, Bohan Jiang, Adrienne Raglin, Huan Liu 0001. 6733-6737 [doi]
• JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge InferenceZongyue Xue, SiYuan Zheng, Shaochun Wang, Yiran Hu, Yuxin Yao, Shengran Wang, Haitao Li 0006, Qingyao Ai, Yiqun Liu 0001, Yun Liu, Weixing Shen. 6738-6742 [doi]
• Guess the Age of Photos: An Interactive Web Platform for Historical Image Age EstimationHasan Yücedag, Adam Jatowt. 6743-6746 [doi]
• VoiceVisSystem: End-to-End Voice-driven Data Visualization Generation from Natural Language QuestionsHaodi Zhang, Xiaohui Tang, Xinhe Zhang, Jihua Zhou, Yuanfeng Song. 6747-6751 [doi]
• CyberBOT: Ontology-Grounded Retrieval Augmented Generation for Reliable Cybersecurity EducationChengshuai Zhao, Riccardo De Maria, Tharindu Kumarage, Kumar Satvik Chaudhary, Garima Agrawal, Yiwen Li, Jongchan Park, Ying-Chih Chen, Yuli Deng, Huan Liu 0001. 6752-6756 [doi]
• AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM ChatbotsXinjie Zhao 0004, Moritz Blum, Fan Gao, Yingjian Chen, Boming Yang, Luis Marquez-Carpintero, Monica Pina-Navarro, Yanran Fu, So Morikawa, Yusuke Iwasawa, Yutaka Matsuo, Chanjun Park, Irene Li. 6757-6761 [doi]
• OntoLDiff: A Highly Efficient System for Tracking Logical Difference in Large-Scale OntologiesYizheng Zhao, Renate A. Schmidt. 6762-6766 [doi]
• AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User AssistanceYuyang Zhao, Wentao Shi 0002, Fuli Feng, Xiangnan He 0001. 6767-6771 [doi]
• TrustMap: Mapping Truthfulness Stance of Social Media Posts on Factual Claims for Geographical AnalysisZhengyuan Zhu, Haiqi Zhang, Zeyu Zhang, Chengkai Li 0001. 6772-6776 [doi]
• Towards Rational Pesticide Design with Graph Machine Learning Models for EcotoxicologyJakub Adamczyk. 6777-6780 [doi]
• Towards Trustworthy AI: Enhancing Factuality, Bias, and Compliance in LLMsPratuat Amatya. 6781-6784 [doi]
• Reasoning over Incomplete Knowledge GraphsOla El Khatib. 6785-6788 [doi]
• DeepEyeNet: Generating Medical Report for Retinal ImagesJia-Hong Huang. 6789-6792 [doi]
• Graph Neural Network Architecture Search via Hybrid Genetic Algorithm with Parallel TemperingMaciej Krzywda. 6793-6796 [doi]
• Real until proven fake - Source-Level Audio Deepfake Detection (with PIPNet)Alicja Martinek. 6797-6800 [doi]
• Investigating the Usage and Evaluation of Quantum Computing Technologies for Information AccessAndrea Pasin. 6801-6804 [doi]
• The Landscape of Foundation Models for Molecular ChemistryMateusz Praski. 6805-6808 [doi]
• Eliminating Bias from Presentation Attack Detection Algorithms for Face Recognition SystemsKatarzyna Roszczewska. 6809-6812 [doi]
• Explainable Numerical Claim VerificationPeter Røysland Aarnes. 6813-6816 [doi]
• Toward Robust Machine Learning under Diverse Incomplete Data Mechanisms in Real-World ApplicationsYouran Zhou. 6817-6820 [doi]
• Towards Large Generative Recommendation: A Tokenization PerspectiveYupeng Hou, An Zhang 0003, Leheng Sheng, Jiancan Wu, Xiang Wang 0010, Tat-Seng Chua, Julian J. McAuley. 6821-6824 [doi]
• Socially Responsible and Trustworthy Generative Foundation Models: Principles, Challenges, and PracticesYue Huang 0001, Canyu Chen, Lu Cheng 0001, Bhavya Kailkhura, Nitesh V. Chawla, Xiangliang Zhang 0001. 6825-6828 [doi]
• A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step GuideSunwoo Kim, Soo Yong Lee, Yue Gao 0002, Alessia Antelmi, Mirko Polato, Kijung Shin. 6829-6832 [doi]
• Generative Models for Synthetic Data: Transforming Data Mining in the GenAI EraDawei Li 0008, Yue Huang 0001, Ming Li, Tianyi Zhou 0001, Xiangliang Zhang 0001, Huan Liu 0001. 6833-6836 [doi]
• Neural Differential Equations for Continuous-Time AnalysisYongKyung Oh, Dongyoung Lim, Sungil Kim. 6837-6840 [doi]
• Retrieval of Graph Structured Objects: Theory and ApplicationsIndradyumna Roy, Soumen Chakrabarti, Abir De. 6841-6844 [doi]
• Neural Shifts in Collaborative Team RecommendationMahdis Saeedi, Hossein Fani 0001. 6845-6848 [doi]
• Fairness in Language Models: A TutorialZichong Wang, Avash Palikhe, Zhipeng Yin, Wenbin Zhang. 6849-6852 [doi]
• Uncertain Boundaries: A Tutorial on Copyright Challenges and Cross-Disciplinary Solutions for Generative AIZhipeng Yin, Zichong Wang, Avash Palikhe, Wenbin Zhang. 6853-6856 [doi]
• Continual Recommender SystemsHyunsik Yoo, SeongKu Kang, Hanghang Tong. 6857-6860 [doi]
• Autoregressive Generative Retrieval for Industrial-Scale Recommendations at PinterestPrabhat Agarwal, Anirudhan Badrinath, Laksh Bhasin, Jaewon Yang, Jiajing Xu 0003, Charles Rosenberg 0001. 6861-6862 [doi]
• Building Trustworthy Peer Review Quality Assessment SystemsNegar Arabzadeh, Sajad Ebrahimi, Ali Ghorbanpour, Soroush Sadeghian, Sara Salamat, Muhan Li, Hai-son Le, Mahdi Bashari, Ebrahim Bagheri. 6863-6864 [doi]
• Safeguarding Generative AI Applications in Preclinical Imaging through Hybrid Anomaly DetectionJakub Binda, Valentina Paneta, Vasileios Eleftheriadis, Hongkyou Chung, Panagiotis G. Papadimitroulas, Neo Christopher Chung. 6865-6866 [doi]
• Motion-Based Bird-UAV Classification Using 3D-CNN for Long-Range Anti-UAV SystemsWoo-Cheol Jin, Daegun Oh, Sang-Chul Lee 0001, Ji-Woong Choi. 6867-6868 [doi]
• Taming the Unicorn: Turning Generative AI Into a Workhorse How to Draw Boundaries, Handle Hallucinations, and Make AI Behave in ProductMarios Kokkodis, Purusoth Mahendran, Grace Boatwright. 6869-6870 [doi]
• ROI Scan: LLM-powered Object-level Similarity Search for Google Ads Content ModerationEnming Luo, Yintao Liu, Dongjin Kwon, Rich Munoz, Wei Qiao, Nic Trieu, Eric Xiao, Jimin Li, Laurel Graham, Ariel Fuxman. 6871-6872 [doi]
• Using Large Language Models to Improve Product Information in E-commerce CatalogsGang Luo, Julien Han, Hayreddin Çeker, Karim Bouyarmane. 6873-6874 [doi]
• Semantic Filter Recommendation for eCommerce SearchKilian Merkelbach, Antonino Freno. 6875-6876 [doi]
• LLM-Driven Attributes Extraction in eCommerceKsenia Riabinova, Kilian Merkelbach. 6877-6878 [doi]
• Google Ads Content Moderation with RAGYuan Wang, Wei Qiao, Jingxiang Li, Tiantian Fang, Eric Xiao, Megan Oftelie, Zhimin Wang, Yintao Liu, Jimin Li, Yi-Ting Chen, Zhongli Ding, Enming Luo. 6879-6880 [doi]
• TransAct V2: Lifelong User Action Sequence Modeling on Pinterest RecommendationXue Xia 0007, Saurabh Vishwas Joshi, Kousik Rajesh, Kangnan Li, Yangyi Lu, Nikil Pancha, Dhruvil Deven Badani, Jiajing Xu 0003, Pong Eksombatchai. 6881-6882 [doi]
• AutoRuleSQL: Hybrid Text-to-SQL via Rule-Driven Fast Paths and LLM BootstrappingHan Xu 0014, Yang Li 0225, Yanhai Xiong, Robert Mintern, Amir Louka, Haipeng Chen 0001. 6883-6884 [doi]
• Reliable and Efficient Container Orchestration of LLMs via MCPHan Xu 0014, Xingyuan Wang, Shihao Ji 0001. 6885-6886 [doi]
• DESERE: The 2nd Workshop on Decentralized Search and RecommendationThanassis Tiropanis, George Roussos, Mohammad Bahrani, Mohamed Ragab 0001. 6887-6889 [doi]
• International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025)Yi Bin, Haoxuan Li 0002, Haokai Ma, Yang Zhang 0072, Wenjie Wang 0007, Yunshan Ma, Yang Yang 0002, Tat-Seng Chua. 6890-6893 [doi]
• ProActLLM: Proactive Conversational Information Seeking with Large Language ModelsShubham Chatterjee, Xi Wang 0012, Shuo Zhang 0006, Sajad Ebrahimi, Zhaochun Ren, Debasis Ganguly, Gareth J. F. Jones, Emine Yilmaz, Hamed Zamani. 6894-6897 [doi]
• Human-Centric AI: From Explainability and Trustworthiness to Actionable EthicsJaesik Choi, Bohyung Han, Myoung-Wan Koo, Kyungman Bae, Chang D. Yoo, Simon S. Woo, Wojciech Samek. 6898-6900 [doi]
• Advances in Medical Knowledge Systems: LLMs, RAG and Foundation ModelsGiulia Di Teodoro, Valerio Guarrasi, Federico Siciliano, Fabrizio Silvestri. 6901-6904 [doi]
• SIoTEc 2025 - 6th edition of ACM Workshop on Secure IoT, Edge and Cloud systemsAntonino Galletta, Javid Taheri, Giuseppe Di Modica, Annamaria Ficara. 6905-6907 [doi]
• st International Workshop on Retrieval-driven Generative AI & ScienceON AI Challenge: RDGENAI 2025Eunhui Kim, Caren Han, KeyongTae Lim, Yesim Selcuk, Moonki Back, Sangjun Han, Kyong-Ha Lee. 6908-6911 [doi]
• Advances in Financial AI: Innovations, Risk, and Responsibility in the Era of LLMsYongjae Lee, Nazanin Mehrasa, Chanyeol Choi, Chung-Chi Chen 0001, Dhagash Mehta, Stefan Zohren, Yoon Kim, Chulheum Lee, Yeonhee Lee, Eunsook Oh. 6912-6915 [doi]
• SmaLLEXT: 1st Workshop on Small and Efficient Large Language Models for Knowledge ExtractionFelice Antonio Merra, Kristian Skracic, Daniele Malitesta, Jacek Golebiowski, Pasquale Minervini. 6916-6919 [doi]
• The International Workshop on Spatio-Temporal Data Intelligence and Foundation ModelsHao Miao 0001, Yan Zhao 0008, Yuxuan Liang 0002, Bin Yang 0002, Kai Zheng 0001, Christian S. Jensen. 6920-6922 [doi]
• Recommender Systems for Sustainable Development through Responsible NudgingMehrdad Rostami, Alexander Felfernig, Wolfgang Wörndl, Mourad Oussalah 0002, Avishek Anand, Mahdi Jalili, Ashmi Banerjee. 6923-6926 [doi]
• Frontiers in Graph Machine Learning for the Large Model EraQingyun Sun, Ziwei Zhang 0001, Xingcheng Fu, Yangqiu Song, Jianxin Li 0002, Philip S. Yu. 6927-6929 [doi]
• Trustworthy Knowledge Discovery and Data Mining (TrustKDD)Le Wu, Jindong Wang, Ling Chen 0006, Xiangyu Zhao 0001, Kui Yu, Yashar Deldjoo, Defu Lian. 6930-6932 [doi]
• The 1st Workshop on LLM Agents for Social SimulationYige Yuan, Junkai Zhou, Bingbing Xu 0001, Liang Pang 0001, Du Su, An Zhang 0003, Teng Xiao, Fengli Xu, Zhaochun Ren, Xu Chen 0017. 6933-6936 [doi]