Table of Contents

• The Surprising Victory of NLP: From Philosophy to Agentic Language ModelsChristopher D. Manning. 1 [doi]
• On Reasoning LLMs: Myths, Merits, and How to Move ForwardDan Roth 0001. 2 [doi]
• Causality - Exploiting Multi-Modal DataCaroline Uhler. 3-4 [doi]
• K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction PredictionTassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh. 5-16 [doi]
• Fair Diversity Maximization with Few RepresentativesFlorian Adriaens, Nikolaj Tatti. 17-25 [doi]
• Separating Graph Generative Models via Degree DistributionsDaniel Alabi, Dimitris Kalimeris. 26-36 [doi]
• DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language ModelsNiloufar Alipour Talemi, Hossein Kashiani, Hossein R. Nowdeh, Fatemeh Afghah. 37-46 [doi]
• GRAND : Graph Reconstruction from Potential Partial Adjacency and Neighborhood DataSofiane Azogagh, Zelma Aubin Birba, Josée Desharnais, Sébastien Gambs, Marc-Olivier Killijian, Nadia Tawbi. 47-58 [doi]
• FlexGNN: A High-Performance, Large-Scale Full-Graph GNN System with Best-Effort Training Plan OptimizationJeongmin Bae 0002, Donghyoung Han, Min-Soo Kim 0002. 59-70 [doi]
• A Unified Solution to Diverse Heterogeneities in One-Shot Federated LearningJun Bai, Yiliao Song, Di Wu 0050, Atul Sajjanhar, Yong Xiang 0001, Wei Zhou 0044, Xiaohui Tao 0001, Yan Li 0002, Yue Li 0046. 71-82 [doi]
• Progressive Stacking for Scalable Graph CondensationYibing Bai, Min Gao 0001, Zongwei Wang 0002, Xinyi Gao 0001, Wentao Li 0001. 83-94 [doi]
• UnG-MoCha: Neural Motif Counting in Uncertain GraphsLujie Ban, Xiaolin Han 0002, Jinyang Li, Chenhao Ma 0001. 95-106 [doi]
• Quantizing Text-attributed Graphs for Semantic-Structural IntegrationJianyuan Bo, Hao Wu 0098, Yuan Fang 0001. 107-118 [doi]
• ErrorEraser: Unlearning Data Bias for Improved Continual LearningXuemei Cao 0001, Hanlin Gu, Xin Yang 0012, Bingjun Wei, Haoyang Liang, Xiangkun Wang, Tianrui Li 0001. 119-130 [doi]
• CODA: Temporal Domain Generalization via Concept Drift SimulatorChia-Yuan Chang 0002, Yu-Neng Chuang, Zhimeng Jiang, Kwei-Herng Lai, Anxiao Jiang, Na Zou 0001. 131-142 [doi]
• Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization ApproachChao Chen, Tian Zhou 0004, Yanjun Zhao, Hui Liu 0023, Rong Jin 0001, Liang Sun 0001. 143-154 [doi]
• Unlocking the Power of Diffusion Models in Sequential Recommendation: A Simple and Effective ApproachJialei Chen 0004, Yuanbo Xu, Yiheng Jiang. 155-166 [doi]
• Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive HypergraphsJiawen Chen, Qi Shao, Duxin Chen, Wenwu Yu. 167-178 [doi]
• AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on GraphsJingyan Chen, Guanghui Zhu, Guansong Pang, Chunfeng Yuan, Yihua Huang 0001. 179-190 [doi]
• GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited AnnotationsJunze Chen, Cheng Yang 0002, Shujie Li 0003, Zhiqiang Zhang 0012, Yawen Li 0001, Junping Du 0001, Chuan Shi 0001. 191-202 [doi]
• Towards Interpretable Drug-Drug Interaction Prediction: A Graph-Based Approach with Molecular and Network-Level ExplanationsMengjie Chen, Ming Zhang 0031, Cunquan Qu. 203-214 [doi]
• From Expansion to Retraction: Long-tailed Machine Unlearning via Boundary ManipulationMin Chen, Weizhuo Gao, Chen Wang 0011, Gaoyang Liu, Ahmed M. Abdelmoniem, Kai Peng 0001. 215-226 [doi]
• Enhanced Subgraph Learning in 2-FWL GNNs via Local Connectivity, Spectral, and Distance EncodingsRongqin Chen 0001, Yan Li 0122, Dan Wu 0002, Fan Mo 0002, Shenghui Zhang, Pak Lon Ip, Hoi Cheong Iam, Ye Li 0002, Leong Hou U. 227-238 [doi]
• Counterfactual Fairness Through Transforming Data Orthogonal to BiasShuyi Chen, Shixiang Zhu. 239-249 [doi]
• Enhancer: A Distribution-Aware Framework with Temporal-Relational Meta-Learning for Stock PredictionWeijun Chen 0002, Shun Li 0001, Heyuan Wang 0001, Tengjiao Wang 0003. 250-261 [doi]
• Enhancing Large Language Models for Mobility Analytics with Semantic Location TokenizationYile Chen 0001, Yicheng Tao 0001, Yue Jiang 0005, Shuai Liu 0018, Han Yu 0001, Gao Cong. 262-273 [doi]
• MSHTrans: Multi-Scale Hypergraph Transformer with Time-Series Decomposition for Temporal Anomaly DetectionZhaoliang Chen, Zhihao Wu 0003, William K. Cheung 0001, Hong-Ning Dai, Byron Choi, Jiming Liu 0001. 274-285 [doi]
• CompressGNN: Accelerating Graph Neural Network Training via Hierarchical CompressionZheng Chen 0001, Feng Zhang 0007, Yifei Xia, Wentao Zhang 0001, Xiaowei Zhu 0001, Wenguang Chen, Xiaoyong Du 0001. 286-297 [doi]
• On the Scalability of Temporal Relative Positional Encoding for Dynamic Link PredictionKe Cheng 0003, Linzhi Peng, Pengyang Wang, Heng Chang, Junchen Ye, Bowen Du 0001. 298-309 [doi]
• FAT: Frequency-Aware Pretraining for Enhanced Time-Series Representation LearningRui Cheng 0007, Xiangfei Jia, Qing Li 0005, Rong Xing, Jiwen Huang, Yu Zheng 0032, Zhilong Xie. 310-321 [doi]
• ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural NetworksZhan Cheng, Bolin Shen, Tianming Sha, Yuan Gao, Shibo Li, Yushun Dong. 322-333 [doi]
• Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent CollaborationZhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang 0001, Ting Zhong, Yong Wang 0046, Fan Zhou 0002. 334-344 [doi]
• Auto-Bidding in Real-Time Auctions via Oracle Imitation LearningAlberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang 0009, Shingo Takamatsu. 345-356 [doi]
• Empirical Bayes Selection for Value MaximizationDominic Coey, Kenneth Hung. 357-368 [doi]
• Engagement-Driven Content Generation with Large Language ModelsErica Coppolillo, Federico Cinus, Marco Minici, Francesco Bonchi, Giuseppe Manco 0001. 369-379 [doi]
• ArnoldiGCL: Graph Contrastive Learning via Learnable Arnoldi-Based Guided Spectral Chebyshev Polynomial FiltersMustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk. 380-391 [doi]
• Cross-Platform Online Team Formation in Spatial CrowdsourcingXiaoxi Cui, Yurong Cheng, Xiangmin Zhou, Yongjiao Sun. 392-403 [doi]
• FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical ImagesLongchao Da, Rui Wang, Xiaojian Xu 0002, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei 0001, Cao Xiao. 404-414 [doi]
• PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep IP ProtectionEnyan Dai, Minhua Lin, Suhang Wang. 415-426 [doi]
• A Unified Online-Offline Framework for Co-Branding Campaign RecommendationsXiangxiang Dai, Xiaowei Sun, Jinhang Zuo, Xutong Liu 0002, John C. S. Lui. 427-438 [doi]
• Are Your Fairness Metrics Accurate? A Semi-Supervised Approach to Improving Fairness Estimates Under Sample Selection BiasM. Clara De Paolis Kaluza, Thulasi Tholeti, Yile Chen, Ricardo Baeza-Yates, Predrag Radivojac, Shantanu Jain. 439-450 [doi]
• Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric TasksMohsen Dehghankar, Abolfazl Asudeh. 451-462 [doi]
• Marionette: Fine-Grained Conditional Generative Modeling of Spatiotemporal Human Trajectory Data Beyond ImitationBangchao Deng, Ling Ding, Lianhua Ji, Chunhua Chen 0005, Xin Jing, Bingqing Qu, Dingqi Yang. 463-473 [doi]
• TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series GenerationBowen Deng, Chang Xu 0008, Hao Li 0074, Yu-Hao Huang 0002, Min Hou, Jiang Bian 0002. 474-485 [doi]
• CompilerDream: Learning a Compiler World Model for General Code OptimizationChaoyi Deng, Jialong Wu 0001, Ningya Feng, Jianmin Wang 0001, Mingsheng Long. 486-497 [doi]
• Error Bounds for the Network Scale-Up MethodSergio Díaz-Aranda, Juan Marcos Ramirez, Mohit Daga, Jaya Prakash Champati, Jose Aguilar 0001, Rosa E. Lillo, Antonio Fernández Anta. 498-509 [doi]
• Enhancing Microservices Anomaly Detection via Multimodal Data Fusion in the Wavelet Domain and Spatiotemporal Graph-based Diffusion Probabilistic ModelKaiqi Ding, Yuanmu Ma, Zijian Song 0001, Kaigui Bian. 510-520 [doi]
• Match: A Maximum-Likelihood Approach for Classification under Label ShiftZahra Donyavi, Feiyu Li, Yunrui Zhang, Diego Furtado Silva, Gustavo Batista. 521-530 [doi]
• PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario MatchingHaotong Du, Yaqing Wang 0002, Fei Xiong, Lei Shao, Ming Liu, Hao Gu, Quanming Yao, Zhen Wang 0004. 531-542 [doi]
• Causal Discovery through Synergizing Large Language Model and Data-Driven ReasoningHuaming Du, Yujia Zheng 0001, Baoyu Jing, Yu Zhao 0019, Gang Kou, Guisong Liu, Tao Gu, Weimin Li 0003, Carl Yang 0001. 543-554 [doi]
• Normalized Space Alignment: A Versatile Metric for Representation AnalysisDanish Ebadulla, Aditya Gulati, Ambuj K. Singh. 555-566 [doi]
• Quick Draw Bandits: Quickly Optimizing in Nonstationary Environments with Extremely Many ArmsDerek Everett, Fred Lu, Edward Raff, Fernando Camacho, James Holt. 567-578 [doi]
• FedVS: Towards Federated Vector Similarity Search with FiltersZeheng Fan, Yuxiang Zeng, Zhuanglin Zheng, Binhan Yang, Yongxin Tong. 579-590 [doi]
• CityGPT: Empowering Urban Spatial Cognition of Large Language ModelsJie Feng 0002, Tianhui Liu, Yuwei Du, Siqi Guo, Yuming Lin 0003, Yong Li 0008. 591-602 [doi]
• CryptoMixer: Fine-grained market information-aware MLP Networks for Individual Cryptocurrency Trading PredictionTingsheng Feng, Zhihao Shen 0001, Xi Zhao 0001, Xiaoni Lu, Yuyang Zhou. 603-614 [doi]
• Efficient Sphere-Effect Based Information Diffusion Prediction on Large-scale Social NetworksZihan Feng 0001, Yajun Yang, Xin Huang 0001, Hong Gao 0001, Liping Jing, Qinghua Hu. 615-625 [doi]
• HLSAD: Hodge Laplacian-based Simplicial Anomaly DetectionFlorian Frantzen, Michael T. Schaub. 626-636 [doi]
• Time Matters: Enhancing Sequential Recommendations with Time-Guided Graph Neural ODEsHaoyan Fu, Zhida Qin, Shixiao Yang, Haoyao Zhang, Bin Lu 0005, Shuang Li 0008, Tianyu Huang, John C. S. Lui. 637-648 [doi]
• SSD-TS: Exploring the Potential of Linear State Space Models for Diffusion Models in Time Series ImputationHongfan Gao, Wangmeng Shen, Xiangfei Qiu, Ronghui Xu 0001, Bin Yang 0002, Jilin Hu. 649-660 [doi]
• Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised LearningXinyi Gao 0001, Yayong Li, Tong Chen 0005, Guanhua Ye, Wentao Zhang 0001, Hongzhi Yin. 661-672 [doi]
• A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge DevicesChen Gong 0006, Rui Xing 0005, Zhenzhe Zheng, Fan Wu 0006. 673-684 [doi]
• Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain AdaptationPeiliang Gong, Yucheng Wang 0001, Min Wu 0008, Zhenghua Chen, Xiaoli Li 0001, Daoqiang Zhang. 685-696 [doi]
• Pairwise Sample Complexity for Fair Active Ranking with Cascaded Norm ObjectivesSruthi Gorantla, Sara Ahmadian. 697-708 [doi]
• NET: Towards Open-World Graph Learning via Evidential Reasoning NetworkWeijie Guan, Haohui Wang, Jian Kang 0008, Lihui Liu, Dawei Zhou 0003. 709-720 [doi]
• LaTCoder: Converting Webpage Design to Code with Layout-as-ThoughtYi Gui, Zhen Li 0050, Zhongyi Zhang, Guohao Wang, Tianpeng Lv, Gaoyang Jiang, Yi Liu, Dongping Chen, Yao Wan 0001, Hongyu Zhang 0002, Wenbin Jiang 0001, Xuanhua Shi, Hai Jin 0001. 721-732 [doi]
• Improving Subgraph Matching by Combining Algorithms and Graph Neural NetworksShuyang Guo, Wenjin Xie, Ping Lu 0005, Ting Deng, Richong Zhang, Jianxin Li 0002, Xiangping Huang, Zhongyi Liu. 733-744 [doi]
• FEZE: Alignment-Flexible Zero-Shot Vertical Federated LearningWei Guo, Yiqi Tong, Yiyang Duan, Fuzhen Zhuang, Xiao Zhang 0015, Zhaojun Hu, Jin Dong. 745-754 [doi]
• S3GA: Towards Scalable Self-Supervised Learning for Large Scale Graph AlignmentWenqi Guo, Shikui Tu, Lei Xu 0001. 755-766 [doi]
• GRASP: Differentially Private Graph Reconstruction Defense with Structured PerturbationZhiyu Guo, Yang Liu 0200, Xiang Ao 0001, Qing He 0003. 767-777 [doi]
• Persona Identification in E-Commerce with Scarce Labels and In-Context Graph LearningAnjali Gupta, Prashant Kumar, Aniket Mishra, Abhishek Singh, Surender Kumar, Muthusamy Chelliah, Abhijnan Chakraborty, Sayan Ranu. 778-789 [doi]
• Monitoring Robustness and Individual FairnessAshutosh Gupta 0001, Thomas A. Henzinger, Konstantin Kueffner, Kaushik Mallik, David Pape. 790-801 [doi]
• SGD-DyG: Self-Reliant Global Dependency Apprehending on Dynamic GraphsMinglian Han, Ling Wang, Ye Yuan 0014, Xin Luo 0001. 802-813 [doi]
• Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative FrameworkXiao Han 0004, Chen Zhu 0003, Hengshu Zhu, Xiangyu Zhao 0001. 814-825 [doi]
• TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial NetworksXiaolin Han 0002, Yikun Zhang, Chenhao Ma 0001, Lingyun Song, Reynold Cheng, Xuequn Shang 0001. 826-837 [doi]
• Generative Imputation with Multi-level Causal Consistency for Variable Subset ForecastingQi Hao 0001, Yue Gao 0015, Runchang Liang, Yunhe Zhang 0001, Pengyang Wang. 838-849 [doi]
• Practical Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization ProblemsPavithra Harsha, Chitra Subramanian, Naoki Abe, Shivaram Subramanian, Amadou Ba, Kevin Arturo Fernández Román, Mauricio Longinos Garrido, Chandrasekhar Narayanaswami 0001. 850-859 [doi]
• Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster DiscoveryBuyun He, Xiaorui Jiang, Qi Wu 0021, Hao Liu, Yingguang Yang, Yong Liao. 860-871 [doi]
• Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential RecommendationChuan He 0005, Yongchao Liu 0004, Qiang Li 0054, Weiqiang Wang 0002, Xing Fu, Xinyi Fu, Chuntao Hong, Xinwei Yao 0001. 872-883 [doi]
• Explaining GNN Explanations with Edge GradientsJesse He, Akbar Rafiey, Gal Mishne, Yusu Wang 0001. 884-895 [doi]
• LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential RecommendationYingzhi He, Xiaohao Liu, An Zhang 0003, Yunshan Ma, Tat-Seng Chua. 896-907 [doi]
• Evidential Prototype Learning for Semi-supervised Medical Image SegmentationYuanpeng He, Lijian Li 0003, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin 0001. 908-919 [doi]
• Collaborative Filtering Meets Spectrum Shift: Connecting User-Item Interaction with Graph-Structured Side InformationYunhang He, Cong Xu 0005, Jun Wang 0006, Wei Zhang 0056. 920-931 [doi]
• Cognify: Supercharging Gen-AI Workflows With Hierarchical AutotuningZijian He, Reyna Abhyankar, Vikranth Srivatsa, Yiying Zhang 0005. 932-943 [doi]
• Depth-Adaptive Graph Neural Networks via Learnable Bakry-Émery CurvatureAsela Hevapathige, Ahad N. Zehmakan, Qing Wang 0002. 944-955 [doi]
• Generating Long Semantic IDs in Parallel for RecommendationYupeng Hou, Jiacheng Li 0003, Ashley Shin, Jinsung Jeon, Abhishek Santhanam, Wei Shao, Kaveh Hassani, Ning Yao, Julian J. McAuley. 956-966 [doi]
• CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy LabelsRuofan Hu 0001, Dongyu Zhang, Huayi Zhang, Elke A. Rundensteiner. 967-978 [doi]
• Multi-level Mixture of Experts for Multimodal Entity LinkingZhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li 0001, Jeff Z. Pan. 979-990 [doi]
• MetaEformer: Unveiling and Leveraging Meta-Patterns for Complex and Dynamic Systems Load ForecastingShaoyuan Huang, Tiancheng Zhang 0009, Zhongtian Zhang, Xiaofei Wang 0001, Lanjun Wang, Xin Wang 0030. 991-1002 [doi]
• KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAGYiqian Huang 0003, Shiqi Zhang 0004, Xiaokui Xiao. 1003-1012 [doi]
• Generalized Discords for Time Series Anomaly Detection with Flexible Subsequence LengthsMakoto Imamura. 1013-1024 [doi]
• Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent SpaceKazuki Ishikawa 0003, Ryota Ozaki 0003, Yohei Kanzaki, Ichiro Takeuchi, Masayuki Karasuyama. 1025-1036 [doi]
• Adapting Large Vision-Language Models to Visually-Aware Conversational RecommendationHyunsik Jeon, Satoshi Koide, Yu Wang 0170, Zhankui He, Julian J. McAuley. 1037-1048 [doi]
• Prompt as a Double-Edged Sword: A Dynamic Equilibrium Gradient-Assigned Attack against Graph Prompt LearningJu Jia, Jingxuan Yu, Di Wu 0050, Cong Wu 0003, Hengjie Zhu, Lina Wang 0001. 1049-1060 [doi]
• CMA: A Unified Contextual Meta-Adaptation Methodology for Time-Series Denoising and PredictionHaiqi Jiang 0003, Ying Ding 0007, Chenjie Pan, Aimin Huang, Rui Chen, Chenyou Fan. 1061-1070 [doi]
• Urban Region Pre-training and Prompting: A Graph-based ApproachJiahui Jin, Yifan Song 0003, Dong Kan, Haojia Zhu, Xiangguo Sun, Zhicheng Li, Xigang Sun, Jinghui Zhang. 1071-1082 [doi]
• Experience Speaks Louder: Black-box Hard-label Adversarial Attack through Reinforcement LearningYilun Jin, Kun Zhu 0008, Feng Tang, Jiaxuan Shi, Yong Chen 0020. 1083-1093 [doi]
• Revisiting Self-attention for Cross-domain Sequential RecommendationClark Mingxuan Ju, Leonardo Neves, Bhuvesh Kumar, Liam Collins, Tong Zhao 0003, Yuwei Qiu, Qing Dou, Sohail Nizam, Sen Yang, Neil Shah. 1094-1105 [doi]
• Harnessing Influence Function in Explaining Graph Neural NetworksHeesoo Jung, Chanyong Kim, Geonhee Han, Hogun Park. 1106-1117 [doi]
• One-shot Multi-view Visual Conversational RecommendationNoriaki Kawamae. 1118-1127 [doi]
• Knowledge-Aligned Domain Shift Tuning for Efficient Adaptation in Large Language ModelsNoriaki Kawamae. 1128-1138 [doi]
• Bidirectional Diffusion Bridge ModelsDuc Kieu, Kien Do, Toan Nguyen 0004, Dang Nguyen 0002, Thin Nguyen. 1139-1148 [doi]
• Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature PropagationJunghun Kim, Hoyoung Yoon, Ka-Hyun Park, U Kang. 1149-1159 [doi]
• Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?Sein Kim, Hongseok Kang, Kibum Kim, Jiwan Kim, Donghyun Kim 0007, Minchul Yang, Kwangjin Oh, Julian J. McAuley, Chanyoung Park 0001. 1160-1171 [doi]
• Addressing and Visualizing Misalignments in Human Task-Solving TrajectoriesSejin Kim 0002, Hosung Lee, Sundong Kim. 1172-1183 [doi]
• STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia RecommendationTaeri Kim, Sohee Ban, Hyunjoon Kim, Sang-Wook Kim. 1184-1195 [doi]
• 'Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree': Zero-Shot Decision Tree Induction and Embedding with Large Language ModelsRicardo Knauer, Mario Koddenbrock, Raphael Wallsberger, Nicholas M. Brisson, Georg N. Duda, Deborah Falla, David W. Evans, Erik Rodner. 1196-1206 [doi]
• Breiman meets Bellman: Non-Greedy Decision Trees with MDPsHector Kohler, Riad Akrour, Philippe Preux. 1207-1218 [doi]
• Cross-Validation for Longitudinal Datasets with Unstable CorrelationsMeera Krishnamoorthy, Michael W. Sjoding, Jenna Wiens. 1219-1228 [doi]
• Simple yet Effective Graph Distillation via ClusteringYurui Lai, Taiyan Zhang, Renchi Yang. 1229-1240 [doi]
• REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing LearningJian Lang, Rongpei Hong, Zhangtao Cheng, Ting Zhong, Yong Wang 0046, Fan Zhou 0002. 1241-1252 [doi]
• Understanding and Tackling Over-Dilution in Graph Neural NetworksJunhyun Lee, Veronika Thost, Bumsoo Kim, Jaewoo Kang, Tengfei Ma 0001. 1253-1261 [doi]
• Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive BenchmarkKyungeun Lee, Moonjung Eo, Hye-Seung Cho, Min-Kook Suh, Seoyoon Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Woohyung Lim. 1262-1273 [doi]
• Logical Anomaly Detection with Text-based Logic via Component-Aware Contrastive Language-Image TrainingSeung-eon Lee, Soopil Kim, Sion An, Sang-Chul Lee 0001, Sang Hyun Park 0004. 1274-1285 [doi]
• Divergent Paths: Separating Homophilic and Heterophilic Learning for Enhanced Graph-level RepresentationsHan Lei, Jiaxing Xu, Xia Dong, Yiping Ke. 1286-1295 [doi]
• PARSIFAL: Private and Robust Sign Federated LearningRunze Lei, Pinghui Wang, Juxiang Zeng, Chenxu Wang 0001, Hongbin Pei, Junzhou Zhao. 1296-1307 [doi]
• Unveiling Mode Connectivity in Graph Neural NetworkBingheng Li, Zhikai Chen, Haoyu Han 0001, Shenglai Zeng, Jingzhe Liu, Jiliang Tang. 1308-1317 [doi]
• Refining Labeling Functions with Limited Labeled DataChenjie Li, Amir Gilad, Boris Glavic, Zhengjie Miao, Sudeepa Roy 0001. 1318-1329 [doi]
• FusionSAM: Visual Multi-Modal Learning with Segment Anything ModelDaixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li 0001, Chang Xu 0002. 1330-1340 [doi]
• Tackling Size Generalization of Graph Neural Networks on Biological Data from a Spectral PerspectiveGaotang Li, Danai Koutra, Yujun Yan. 1341-1352 [doi]
• Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph CoarseningGuoming Li, Jian Yang 0035, Yifan Chen 0004. 1353-1364 [doi]
• Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate PredictionHonghao Li, Yiwen Zhang 0001, Yi Zhang 0103, Lei Sang 0001, Jieming Zhu. 1365-1375 [doi]
• SlotPi: Physics-informed Object-centric Reasoning ModelsJian Li, Han Wan, Ning Lin, Yu-Liang Zhan, Ruizhi Chengze, Haining Wang, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Hao Sun 0002. 1376-1387 [doi]
• Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning with Graph Auto-Encoder TreeJinning Li 0001, Ruipeng Han, Jingying Zeng, Dachun Sun, Chenkai Sun, Hanghang Tong, ChengXiang Zhai, Boleslaw K. Szymanski, Tarek F. Abdelzaher. 1388-1399 [doi]
• Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous VehiclesJunjun Li, Zeyuan Ma, Ting Huang 0001, Yue-jiao Gong. 1400-1411 [doi]
• LiPM: Foundation Model for Lithium-Ion Battery AnalysisJuren Li, Yang Yang 0009, Hanchen Su, Jiayu Liu, Youmin Chen, Jianfeng Zhang, Lujia Pan. 1412-1423 [doi]
• Beyond Locations: A Motion Range-Aware Similarity JoinKe Li 0019, Lisi Chen 0001, Shuo Shang, Christian S. Jensen, Panos Kalnis. 1424-1434 [doi]
• Paper-Level Computerized Adaptive Testing for High-Stakes Examination via Multi-Objective OptimizationMingjia Li 0002, Junkai Tong, Yiyang Huang, Yifei Ding, Hong Qian, Aimin Zhou. 1435-1446 [doi]
• Beyond Advertising: Mechanism Design for Platform-Wide Marketing Service "QuanZhanTui"Ningyuan Li 0001, Zhilin Zhang 0003, Tianyan Long, Yuyao Liu, Rongquan Bai, Yurong Chen 0002, Xiaotie Deng, Pengjie Wang 0002, Chuan Yu, Jian Xu 0015, Bo Zheng 0007. 1447-1457 [doi]
• Causal-aware Graph Neural Architecture Search under Distribution ShiftsPeiwen Li, Xin Wang 0019, Zeyang Zhang 0001, Ziwei Zhang 0001, Fang Shen, Jialong Wang, Yang Li 0104, Wenwu Zhu 0001. 1458-1469 [doi]
• KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge TracingRui Li 0086, Quanyu Dai, Zeyu Zhang 0007, Xu Chen 0017, Zhenhua Dong, Ji-Rong Wen. 1470-1480 [doi]
• GNN-SKAN: Advancing Molecular Representation Learning with SwallowKANRuifeng Li, Mingqian Li, Wei Liu, Hongyang Chen 0001. 1481-1492 [doi]
• Predicting the Dynamics of Complex System via Multiscale Diffusion AutoencoderRuikun Li 0002, Jingwen Cheng, Huandong Wang, Qingmin Liao, Yong Li 0008. 1493-1504 [doi]
• GDendrite: On Heterophilous Graph Contexts Mining with Versatile Neural Dendrites FrameworkRuikun Li 0001, Ye Xiao, Xiaoxiao Ma 0002, Andrey Vasnev, Junbin Gao. 1505-1516 [doi]
• ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data SynthesisShuangyin Li, Jihua Yang, Yixuan Wang, Shimin Di, Lei Chen 0002. 1517-1528 [doi]
• Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node GenerationShuhao Li 0001, Weidong Yang 0001, Yue Cui 0001, Xiaoxing Liu, Lingkai Meng, Lipeng Ma, Fan Zhang 0036. 1529-1540 [doi]
• Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive LearningTong Li 0017, Jiachuan Wang, Yongqi Zhang, Shuangyin Li, Lei Chen 0002. 1541-1552 [doi]
• Identifying Knowledge Editing Types in Large Language ModelsXiaopeng Li 0006, Shasha Li 0001, Shangwen Wang, Shezheng Song, Bin Ji 0002, Huijun Liu 0003, Jun Ma 0015, Jie Yu 0008. 1553-1564 [doi]
• Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly DetectionXiping Li, Xiangyu Dong 0002, Xingyi Zhang 0003, Kun Xie 0010, Yuanhao Feng, Bo Wang 0162, Guilin Li 0001, Wuxiong Zeng, Xiujun Shu, Sibo Wang 0001. 1565-1576 [doi]
• LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN ArchitectureYanhui Li, Dongxia Wang 0002, Zhu Sun 0001, Haonan Zhang 0007, Huizhong Guo. 1577-1588 [doi]
• Advancing Molecular Graph-Text Pre-training via Fine-grained AlignmentYibo Li, Yuan Fang 0001, Mengmei Zhang, Chuan Shi 0001. 1589-1599 [doi]
• SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph EmbeddingYifei Li 0006, Lingling Zhang 0005, Hang Yan 0010, Tianzhe Zhao, Zihan Ma 0001, Muye Huang, Jun Liu 0002. 1600-1611 [doi]
• k Compression on Programmable SwitchesYijun Li 0002, Jiawei Huang 0001, Jingling Liu, Zhaoyi Li, Wanchun Jiang, Jianxin Wang 0001. 1612-1622 [doi]
• Detecting Interference using Dyadic Data in Online Controlled ExperimentsYilin Li, Lu Deng, Yong Wang. 1623-1634 [doi]
• Advancing Graph Foundation Models: A Data-Centric PerspectiveYuhan Li 0001, Yuyao Wang, Jianheng Tang, Heng Chang, Yuxiang Ren, Jia Li 0009. 1635-1646 [doi]
• Improving Open-world Continual Learning under the Constraints of Scarce Labeled DataYujie Li 0007, Xiangkun Wang, Xin Yang 0012, Marcello M. Bonsangue, Junbo Zhang 0004, Tianrui Li 0001. 1647-1658 [doi]
• FedGuCci: Making Local Models More Connected in Landscape for Federated LearningZexi Li 0001, Jie Lin, Zhiqi Li 0004, Didi Zhu, Tao Shen 0002, Tao Lin 0004, Chao Wu 0001, Nicholas D. Lane. 1659-1670 [doi]
• Hexagon-Net: Heterogeneous Cross-View Aligned Graph Attention Networks for Implied Volatility Surface PredictionKaiwei Liang, Ruirui Liu 0002, Huichou Huang, Johannes Ruf, Peilin Zhao, Qingyao Wu. 1671-1682 [doi]
• Imputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge TransferRunchang Liang, Qi Hao 0001, Yue Gao 0015, Kunpeng Liu 0001, Lu Jiang 0007, Pengyang Wang, Minghao Yin. 1683-1694 [doi]
• Adaptive Conformal Prediction Intervals for Invariant LearningShuxin Liang, Yihan Xiao, Linglong Kong, Wenlu Tang. 1695-1706 [doi]
• Feature Reconstruction for Anomaly Detection on Directed Multigraphs: A Preprocessing Framework for GNNsSicheng Liang, Qinlin Xie, Jingqi Feng, Yiwen Yue, Hongyi Li, Jiawei Ye, Jie Wu 0003. 1707-1717 [doi]
• Efficient Bitruss Decomposition without Butterfly EnumerationFengnian Lin, Boyu Ruan, Junhao Gan, Lei Li 0003. 1718-1728 [doi]
• Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural NetworksMinhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu 0001, Yilong Wang 0001, Xiang Zhang 0001, Suhang Wang. 1729-1740 [doi]
• Robust Data-Driven Auction DesignQilong Lin, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Jian Xu 0015, Bo Zheng 0007, Fan Wu 0006, Guihai Chen. 1741-1752 [doi]
• MOSS: Multi-Objective Optimization for Stable Rule SetsBrian Liu 0002, Rahul Mazumder. 1753-1764 [doi]
• Flow Matching for Collaborative FilteringChengkai Liu, Yangtian Zhang, Jianling Wang, Rex Ying, James Caverlee. 1765-1775 [doi]
• Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph EmbeddingsDavid Liu 0006, Arjun Seshadri, Tina Eliassi-Rad, Johan Ugander. 1776-1787 [doi]
• Bridging Textual-Collaborative Gap through Semantic Codes for Sequential RecommendationEnze Liu 0005, Bowen Zheng 0005, Wayne Xin Zhao, Ji-Rong Wen. 1788-1798 [doi]
• Learning OOD Robust Neural Operator with Risk-Averse Stochastic OptimizationHuafeng Liu 0001, Yiran Fu, Jingyue Shi, Liping Jing, Jian Yu 0001. 1799-1810 [doi]
• Dynamic Learnware Filtering for Efficient Learnware Identification and System SlimmingJian-Dong Liu, Zhi-Hao Tan, Zhi-Hua Zhou. 1811-1822 [doi]
• Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset ExplanationsJunhao Liu 0001, Pengpeng Zhang, Martin Renqiang Min, Jing Zhang 0062. 1823-1832 [doi]
• Leveraging the Power of Conversations: Optimal Key Term Selection in Conversational Contextual BanditsMaoli Liu, Zhuohua Li 0001, Xiangxiang Dai, John C. S. Lui. 1833-1844 [doi]
• Enhancing Generalization in Large-Scale HCVRP: A Rank-Augmented Neural SolverQidong Liu 0001, Jiurui Lian, Chaoyue Liu 0009, Zhiguang Cao. 1845-1856 [doi]
• Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided SearchRui Liu, Rui Xie 0002, Zijun Yao 0001, Yanjie Fu, Dongjie Wang. 1857-1866 [doi]
• Graph Positional Autoencoders as Self-supervised LearnersYang Liu 0348, Deyu Bo, Wenxuan Cao, Yuan Fang 0001, Yawen Li 0001, Chuan Shi 0001. 1867-1878 [doi]
• Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal ForecastingYang Liu 0245, Zinan Zheng, Yu Rong 0001, Deli Zhao, Hong Cheng 0001, Jia Li 0009. 1879-1890 [doi]
• MOTTO: A Mixture-of-Experts Framework for Multi-Treatment, Multi-Outcome Treatment Effect EstimationYiling Liu, Wei Shi 0011, Chen Fu, Ziyang Jiang, Zhigang Hua, David E. Carlson. 1891-1902 [doi]
• SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival AnalysisYu Liu 0016, Weiyao Tao, Tong Xia, Simon Knight 0005, Tingting Zhu 0001. 1903-1914 [doi]
• A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning EnvironmentsYuanhao Liu, Shuo Liu 0017, Yimeng Liu, Chanjin Zheng, Wei Zhang 0056, Hong Qian. 1915-1926 [doi]
• GPE: Global Position Embedding for Trajectory Similarity ComputationYuanjun Liu 0001, Guanfeng Liu 0001, Qingzhi Ma, Zhixu Li, Lei Zhao 0001, An Liu 0002. 1927-1938 [doi]
• Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series ForecastingYuansan Liu, Sudanthi N. R. Wijewickrema, Dongting Hu, Christofer Bester, Stephen J. O'Leary, James Bailey 0001. 1939-1950 [doi]
• UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language ModelsYuhang Liu 0004, Yingxue Zhang 0002, Xin Zhang 0098, Ling Tian, Yanhua Li, Jun Luo 0007. 1951-1962 [doi]
• Measuring Item Freshness in Data StreamsZirui Liu 0002, Zihan Jiang, An Zhang, Zhouran Shi, Yuxuan Tian, Tong Yang 0003. 1963-1974 [doi]
• On the Role of Weight Decay in Collaborative Filtering: A Popularity PerspectiveDonald Loveland, Mingxuan Ju, Tong Zhao 0003, Neil Shah, Danai Koutra. 1975-1986 [doi]
• TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive RepresentationsYihang Lu 0001, Yangyang Xu, Qitao Qin, Xianwei Meng 0001. 1987-1998 [doi]
• Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action SharingZhufeng Lu, Chentao Jia, Ming Hu 0003, Xiaofei Xie, Mingsong Chen 0001. 1999-2009 [doi]
• Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and ForecastingYingtao Luo, Shikai Fang, Binqing Wu, Qingsong Wen, Liang Sun 0001. 2010-2020 [doi]
• AGODE: Adaptive Graph ODE for Grid-free Fluid Modeling and Domain AdaptationJie Lv, Shuyuan Yang 0001, Zhixi Feng. 2021-2030 [doi]
• Learning Patterns-Guided Data Generation for Knowledge TracingHaiping Ma, Yi Yin, Ziwen Wang 0006, Changqian Wang, Xiaoshan Yu 0002, Shangshang Yang, Xingyi Zhang 0001. 2031-2041 [doi]
• ALSA: Context-Sensitive Prompt Privacy Preservation in Large Language ModelsHongru Ma, Wenpeng Lu, Yanjie Liang, Tianyi Wang 0006, Qi Zhang 0020, YingJie Zhu, Jiasheng Si. 2042-2053 [doi]
• Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal LearningMinbo Ma, Kai Tang, Huan Li 0003, Fei Teng 0001, Dalin Zhang 0001, Tianrui Li 0001. 2054-2065 [doi]
• A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical TreatmentsYuchen Ma 0005, Jonas Schweisthal, Hengrui Zhang, Stefan Feuerriegel. 2066-2077 [doi]
• Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection LearningZhiyuan Ma 0006, Jiayu Liu 0001, Xianzhen Luo, Zhenya Huang, Qingfu Zhu, Wanxiang Che. 2078-2089 [doi]
• SPARTA: An Optimization Framework for Differentially Private Sparse Fine-TuningMehdi Makni, Kayhan Behdin, Gabriel Afriat, Zheng Xu 0002, Sergei Vassilvitskii, Natalia Ponomareva 0001, Rahul Mazumder, Hussein Hazimeh 0001. 2090-2101 [doi]
• Compressive Meta-LearningDaniel Mas Montserrat, David Bonet, Maria Perera, Xavier Giró i Nieto, Alexander G. Ioannidis. 2102-2113 [doi]
• MicroAdapt: Self-Evolutionary Dynamic Modeling Algorithms for Time-evolving Data StreamsYasuko Matsubara, Yasushi Sakurai. 2114-2125 [doi]
• GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender SystemsTiehua Mei, Hengrui Chen, Peng Yu, Jiaqing Liang, Deqing Yang. 2126-2137 [doi]
• Optimising Budget Management via Primal-Dual Approximation with Constrained Polynomial Weights UpdateDmitrii Moor, Per Berglund, Hannes Karlbom, Zhenwen Dai, Kyle Kretschman, Mounia Lalmas. 2138-2149 [doi]
• Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label ShiftsJihye Na, Youngeun Nam, Junhyeok Kang, Jae-Gil Lee 0001. 2150-2161 [doi]
• Bi-Modal Learning for Networked Time SeriesYoungeun Nam, Jihye Na, Susik Yoon, Hwanjun Song, Jae-Gil Lee 0001, Byung Suk Lee 0001. 2162-2173 [doi]
• Bias Detection via Maximum Subgroup DiscrepancyJiri Nemecek 0002, Mark Kozdoba, Illia Kryvoviaz, Tomás Pevný, Jakub Marecek. 2174-2185 [doi]
• Utilizing Strategic Pre-training to Reduce Overfitting: Baguan - A Pre-trained Weather Forecasting ModelPeisong Niu, Ziqing Ma, Tian Zhou 0004, Weiqi Chen, Lefei Shen, Rong Jin 0001, Liang Sun 0001. 2186-2197 [doi]
• Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-AnomaliesKohei Obata, Yasuko Matsubara, Yasushi Sakurai. 2198-2209 [doi]
• Fully Quanvolutional Networks for Time Series ClassificationNabil Anan Orka, Ehtashamul Haque, Md. Abdul Awal, Mohammad Ali Moni. 2210-2221 [doi]
• GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language ModelYunhe Pang 0001, Bo Chen 0026, Fanjin Zhang, Yanghui Rao, Evgeny Kharlamov, Jie Tang 0001. 2222-2233 [doi]
• PuzzleTensor: A Method-Agnostic Data Transformation for Compact Tensor FactorizationYong-chan Park, Kisoo Kim, U Kang. 2234-2244 [doi]
• TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph TransformerJie Peng 0005, Zhewei Wei, Yuhang Ye 0002. 2245-2256 [doi]
• Rewarding Graph Reasoning Process makes LLMs more Generalized ReasonersMiao Peng, Nuo Chen 0001, Zongrui Suo, Jia Li 0009. 2257-2268 [doi]
• Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series ForecastingSijia Peng, Yun Xiong, Yangyong Zhu, Zhiqiang Shen. 2269-2280 [doi]
• CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and SolutionsYangzhe Peng, Kaiyuan Gao, Liang He 0010, Yuheng Cong, Haiguang Liu, Kun He 0001, Lijun Wu 0003. 2281-2290 [doi]
• Generating by Understanding: Neural Visual Generation with Logical Symbol GroundingsYifei Peng, Zijie Zha, Yu Jin, Zhexu Luo, Wang-Zhou Dai, Zhong Ren 0001, Yao-Xiang Ding 0001, Kun Zhou 0001. 2291-2302 [doi]
• Self-Supervised Continual Graph Learning via Adaptive Spaced Replay on Node ProxiesZhen Peng 0005, Xu Hua, Jingchen Hao, Qika Lin, Bo Dong 0001, Chao Shen 0001. 2303-2314 [doi]
• Alpine: Partial Unlabeled Graph AlignmentPetros Petsinis, Konstantinos Skitsas, Sayan Ranu, Davide Mottin, Panagiotis Karras. 2315-2325 [doi]
• AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly DetectionHezhe Qiao, Chaoxi Niu, Ling Chen 0006, Guansong Pang. 2326-2337 [doi]
• CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive LearningBin Qin 0001, Qirui Ji, Jiangmeng Li, Yupeng Wang 0005, Xuesong Wu 0005, Jianwen Cao 0001, Fanjiang Xu. 2338-2349 [doi]
• Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature AggregationMeng Qin 0002, Jiahong Liu 0001, Irwin King. 2350-2361 [doi]
• Finding Counterfactual Evidences for Node ClassificationDazhuo Qiu, Jinwen Chen, Arijit Khan 0001, Yan Zhao 0008, Francesco Bonchi. 2362-2373 [doi]
• DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous DevicesLehao Qu, Shuyuan Li, Zimu Zhou, Boyi Liu 0002, Yi Xu 0013, Yongxin Tong. 2374-2385 [doi]
• Anytime Algorithms for Approximate Functional DependenciesSanjivni Rana, Junya Ogawa, Suraj Shetiya, Senjuti Basu Roy, Gautam Das 0001. 2386-2397 [doi]
• Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Molecular Graph LearningJiahua Rao, Hanjing Lin, Jiancong Xie, Zhen Wang 0036, Shuangjia Zheng, Yuedong Yang. 2398-2409 [doi]
• Score-based Generative Modeling for Conditional Independence TestingYixin Ren, Chenghou Jin, Yewei Xia, Li Ke, Longtao Huang, Hui Xue 0001, Hao Zhang 0079, Jihong Guan, Shuigeng Zhou. 2410-2419 [doi]
• SIGEM: A Simple yet Effective Similarity based Graph Embedding MethodMasoud Reyhani Hamedani, Jeong Seok Oh, Seong-Un Cho, Sang-Wook Kim. 2420-2431 [doi]
• The Adaptive Use of Count-Min Sketch: What is Safe and What is Not?Dragos-Florian Ristache, Krzysztof Onak. 2432-2443 [doi]
• Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness CapabilitiesJiancheng Ruan, Tingyang Chen, Renchi Yang, Xiangyu Ke, Yunjun Gao. 2444-2454 [doi]
• Spatial Hierarchical Meta-Learning for Single-Point Map MatchingSijie Ruan, Yiqing Zou, Qianyu Yang, Haoyu Han 0003, Yeting Zhang, Ziqiang Yuan, Hanning Yuan, Shuliang Wang 0001. 2455-2465 [doi]
• CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression GenerationRabeya Tus Sadia, Md. Atik Ahamed, Qiang Cheng 0001. 2466-2477 [doi]
• Diffusion-Scheduled Denoising Autoencoders for Anomaly Detection in Tabular DataTimur Sattarov, Marco Schreyer, Damian Borth. 2478-2489 [doi]
• Towards Trajectory Anomaly Detection: a Fine-Grained and Noise-Resilient FrameworkWei Shao, Ziquan Fang, Lu Chen 0001, Yunjun Gao. 2490-2501 [doi]
• BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting ModelsZezhi Shao, Yujie Li 0008, Fei Wang 0014, Chengqing Yu, Yisong Fu, Tangwen Qian, Bin Xu 0019, Boyu Diao, Yongjun Xu 0001, Xueqi Cheng. 2502-2513 [doi]
• FLEXIS: FLEXible Frequent Subgraph Mining using Maximal Independent SetsAkshit Sharma, Sam Reinehr, Dinesh Mehta, Bo Wu 0002. 2514-2525 [doi]
• LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node ClassificationZeang Sheng, Weiyang Guo, Yingxia Shao, Wentao Zhang 0001, Bin Cui 0001. 2526-2537 [doi]
• Spectral Survival AnalysisChengzhi Shi, Stratis Ioannidis. 2538-2549 [doi]
• BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment ProblemsLiangliang Shi, Haoran Zhang, Shuheng Shen, Changhua Meng, Weiqiang Wang 0002, Junchi Yan. 2550-2561 [doi]
• Cooled-KLL: Enhancing Quantile Estimation by Filtering Hot ItemQilong Shi, Wei Zhou 0077, Yizhuo Zheng, Xinye Xu, Ting Yang, Yuanyuan Zhang 0006, Long Yao, Yangyang Wang 0001, Mingwei Xu 0001. 2562-2573 [doi]
• Wind Farm Layout Optimization with Diffusion ModelsYujin Shin, Taeyoung Yun, Sujin Yun, Sungpil Woo, Sunhwan Lim, Jinkyoo Park. 2574-2585 [doi]
• READ: Robust and Efficient Anomaly Detection under Data Contamination and Limited SupervisionHongzhe Shou, Guanyu Lu, Martin Pavlovski, Fang Zhou. 2586-2596 [doi]
• Energy-Based Models for Predicting Mutational Effects on ProteinsPatrick Soga, Zhenyu Lei 0004, Yinhan He, Camille L. Bilodeau, Jundong Li. 2597-2608 [doi]
• Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient ContributionWenhao Song, Xuan Wu 0004, Bo Yang 0002, You Zhou 0008, Yubin Xiao, Yanchun Liang 0001, Hongwei Ge, Heow Pueh Lee, Chunguo Wu. 2609-2620 [doi]
• A Scalable Pretraining Framework for Link Prediction with Efficient AdaptationYu Song 0007, Zhigang Hua, Harry Shomer, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu 0031. 2621-2632 [doi]
• The Expressibility of Polynomial based Attention SchemeZhao Song 0002, Chongxi Wang, Guangyi Xu 0002, Junze Yin. 2633-2643 [doi]
• Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real TimeZixing Song, Muzhi Li 0001, Yifei Zhang, Irwin King, José Miguel Hernández-Lobato. 2644-2655 [doi]
• Difference-in-Differences Subset ScanWill Stamey, Sriram Somanchi, Edward McFowland III. 2656-2667 [doi]
• Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based RecommendationJiajie Su, Chaochao Chen 0001, Weiming Liu 0005, Yuhang Wang, Yihao Wang, Zheqi Lv, Xiaolin Zheng, Jianwei Yin. 2668-2679 [doi]
• Context Pooling: Query-specific Graph Pooling for Generic Inductive Link Prediction in Knowledge GraphsZhixiang Su, Di Wang 0004, Chunyan Miao. 2680-2689 [doi]
• Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of PlasticityZhiyuan Su, Sunhao Dai, Xiao Zhang 0034. 2690-2701 [doi]
• FlexiReg: Flexible Urban Region Representation LearningFengze Sun, Yanchuan Chang, Egemen Tanin, Shanika Karunasekera, Jianzhong Qi 0001. 2702-2713 [doi]
• MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and RecruitingHongda Sun 0001, Hongzhan Lin 0002, Haiyu Yan, Yang Song 0021, Xin Gao 0001, Rui Yan 0001. 2714-2724 [doi]
• PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics DatabaseHui Sun 0002, Yanfeng Ding, Liping Yi, Huidong Ma, Gang Wang 0001, Xiaoguang Liu 0001, Cheng Zhong, Wentong Cai 0001. 2725-2734 [doi]
• Combining Denoised Neural Network and Genetic Symbolic Regression for Memory Behavior Modeling via Dynamic Asynchronous OptimizationJianwen Sun, Qirong Chen, Zhenya Huang, Zhihai Hu, Ruxia Liang, Xiaoxuan Shen. 2735-2746 [doi]
• Generalizable Graph Prompt Learning Framework with Model-level Prompt Injection and Two-Stage Prompt TuningMingchen Sun, Jiahui Hou, Yutong Zhang, Yingji Li, Ying Wang 0009. 2747-2755 [doi]
• SILO: Semantic Integration for Location Prediction with Large Language ModelsTianao Sun, Meng Chen 0003, Bowen Zhang 0005, Genan Dai, Weiming Huang 0001, Kai Zhao 0011. 2756-2767 [doi]
• Evaluating Generative Models via Cubical Homology based Persistent EntropySuryaka Suresh, Vinayak Abrol. 2768-2777 [doi]
• Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal DiscoveryYuni Susanti, Michael Färber 0001. 2778-2789 [doi]
• Taming Recommendation Bias with Causal Intervention on Evolving Personal PopularityShiyin Tan, Dongyuan Li, Renhe Jiang, Zhen Wang 0004, Xingtong Yu, Manabu Okumura. 2790-2800 [doi]
• Lossless Set Compression by Binary Tree CodingLongtao Tang, Ying Zhou, Yu Yang 0001. 2801-2812 [doi]
• AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha DecayZiyi Tang, Zechuan Chen, Jiarui Yang, Jiayao Mai, Yongsen Zheng, Keze Wang, Jinrui Chen, Liang Lin. 2813-2822 [doi]
• Breeding-aware Revenue Maximization for NFT Viral Marketing on Social NetworksYa-Wen Teng, De-Nian Yang, Yishuo Shi, Guang-Siang Lee, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen. 2823-2834 [doi]
• FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series ClassificationTian Tian 0008, Chunyan Miao, Hangwei Qian. 2835-2846 [doi]
• Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language ModelsShangqing Tu, Zhuoran Pan, Wenxuan Wang 0001, Zhexin Zhang, Yuliang Sun, Jifan Yu, Hongning Wang, Lei Hou 0001, Juanzi Li. 2847-2858 [doi]
• TAG2M- A Task-Agnostic Knowledge Distillation Framework for Distilling GNN to MLPRam Ganesh V, Ayush Singh, Aditi Rai, Harsh Pal, Deepanshu Bagotia, Akshay Sethi, Aakarsh Malhotra, Sayan Ranu. 2859-2870 [doi]
• Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data StreamsNilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri. 2871-2882 [doi]
• Task Negative Sampling Enhanced Graph Few-shot LearningChenxu Wang 0001, Jinfeng Chen, Junzhou Zhao, Pinghui Wang. 2883-2892 [doi]
• Scaling Transformers for Discriminative Recommendation via Generative PretrainingChunqi Wang, Bingchao Wu, Zheng Chen, Lei Shen, Bing Wang 0017, Xiaoyi Zeng. 2893-2903 [doi]
• Generative Next POI Recommendation with Semantic IDDongsheng Wang, Yuxi Huang 0005, Shen Gao, Yifan Wang, Chengrui Huang 0001, Shuo Shang. 2904-2914 [doi]
• Efficient Algorithms for Relevant Quantities of Friedkin-Johnsen Opinion Dynamics ModelGengyu Wang, Runze Zhang, Zhongzhi Zhang. 2915-2926 [doi]
• Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect EstimationHao Wang 0049, Zhichao Chen 0001, Zhaoran Liu, Xu Chen 0017, Haoxuan Li 0001, Zhouchen Lin. 2927-2937 [doi]
• FedSC: Federated Learning with Semantic-Aware CollaborationHuan Wang, Haoran Li 0024, Huaming Chen, Jun Yan 0005, Jiahua Shi, Jun Shen 0001. 2938-2949 [doi]
• PSSketch: Finding Persistent and Sparse Flow with High Accuracy and EfficiencyJiayao Wang, Qilong Shi, Xiyan Liang, Han Wang 0022, Wenjun Li 0004, Ziling Wei, Weizhe Zhang, Shuhui Chen. 2950-2961 [doi]
• Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples AugmentationLei Wang 0197, Shanshan Huang 0004, Chunyuan Zheng 0001, Jun Liao 0001, Xiaofei Zhu, Haoxuan Li 0001, Li Liu 0001. 2962-2973 [doi]
• Player-Team Heterogeneous Interaction Graph Transformer for Soccer Outcome PredictionLintao Wang 0002, Shiwen Xu, Michael Horton 0001, Joachim Gudmundsson, Zhiyong Wang 0001. 2974-2984 [doi]
• LettinGo: Explore User Profile Generation for Recommendation SystemLu Wang 0029, Di Zhang, Fangkai Yang, Pu Zhao 0004, Jianfeng Liu, Yuefeng Zhan, Hao Sun 0015, Qingwei Lin, Weiwei Deng, Dongmei Zhang 0001, Feng Sun 0008, Qi Zhang 0066. 2985-2995 [doi]
• Explicit-Implicit Entity Alignment Method in Multi-modal Knowledge GraphsLuyao Wang, Chunlai Zhou, Biao Qin. 2996-3007 [doi]
• FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential RecommendationMaolin Wang 0001, Yutian Xiao, Binhao Wang, Sheng Zhang 0028, Shanshan Ye, Wanyu Wang, Hongzhi Yin, Ruocheng Guo, Zenglin Xu. 3008-3018 [doi]
• Pre-training Time Series Models with Stock Data CustomizationMengyu Wang, Tiejun Ma, Shay B. Cohen. 3019-3030 [doi]
• Non-exchangeable Conformal Prediction for Temporal Graph Neural NetworksTuo Wang, Jian Kang 0008, Yujun Yan, Adithya Kulkarni, Dawei Zhou 0003. 3031-3042 [doi]
• Boosting Deep Vector Quantization with Progressive Distribution TransformationWeikang Wang 0002, Xin Zhou, Jun Liu, Weifeng Zhang 0003, Huan Yan. 3043-3054 [doi]
• Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online ServicesWeiyan Wang, Yilun Jin, Yiming Zhang 0003, Victor Junqiu Wei, Han Tian, Li Chen 0008, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen 0005. 3055-3066 [doi]
• Learning Reliable and Intuitive Temporal Logic Rules for Interpretable Time Series ClassificationYang Wang 0102, Jiaqi Zhu 0001, Miaomiao Li 0007, Jiang Liu, Yilin Li 0003, Yi Yang 0060, Jiafan Li, Hongan Wang. 3067-3078 [doi]
• Improving Long-tail User CTR Prediction via Hierarchical Distribution AlignmentYifan Wang 0017, Weizhi Ma, Min Zhang 0006, Xiaoxiao Xu, Zhiqiang Liu, Shaoping Ma. 3079-3090 [doi]
• From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionZheng Wang 0059, Kai Ying, Bin Xu 0017, Chunjiao Wang, Cong Bai. 3091-3101 [doi]
• ToolSQL: A Tool-Assisted Agent for SQL Verification and RefinementZhongyuan Wang, Richong Zhang, Zhijie Nie, Jaein Kim 0003. 3102-3110 [doi]
• PDMC: Generating Feasible Algorithmic Recourse via Perturbation Data Manifold ConstraintZimu Wang, Hao Zou 0001, Han Yu 0009, Shaohua Fan, Haotian Wang 0001, Yue He 0001, Peng Cui 0001. 3111-3121 [doi]
• Graph Evidential Learning for Anomaly DetectionChunyu Wei, Wenji Hu, Xingjia Hao, Yunhai Wang, Yueguo Chen, Bing Bai, Fei Wang 0001. 3122-3133 [doi]
• Robust Tree-based Learned Vector Index with Query-aware RepartitioningWenqing Wei, Defu Lian, Qingshuai Feng, Yongji Wu. 3134-3143 [doi]
• Revisiting Graph Adversarial Attack: A Perspective of Budget OptimizationXiangchao Wen, Zhen Liu, Yuxin You. 3144-3155 [doi]
• Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain RecommendationYi Wen 0001, Yue Liu 0008, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang 0001, Ke Liang 0006, Maolin Wang 0001, Yiqi Wang 0001, Fuzhen Zhuang, Xiangyu Zhao 0001. 3156-3167 [doi]
• SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series ForecastingZixuan Weng, Jindong Han, Wenzhao Jiang, Hao Liu 0026. 3168-3179 [doi]
• Local Homophily-Aware Graph Neural Network with Adaptive Polynomial Filters for Scalable Graph Anomaly DetectionZengyi Wo, Minglai Shao 0001, Shiyu Zhang 0001, Ruijie Wang 0004. 3180-3191 [doi]
• Surface-based Molecular Design with Multi-modal Flow MatchingFang Wu 0002, Zhengyuan Zhou, Shuting Jin, Xiangxiang Zeng, Jure Leskovec, Jinbo Xu. 3192-3203 [doi]
• Verification of Incomplete Graph Unlearning through Adversarial PerturbationsKun Wu 0011, Wendy Hui Wang. 3204-3215 [doi]
• Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMsWei Wu 0045, Chao Wang 0086, Liyi Chen 0001, Mingze Yin, Yiheng Zhu 0002, Kun Fu 0002, Jieping Ye, Hui Xiong 0001, Zheng Wang 0027. 3216-3227 [doi]
• Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language ModelsXuan Wu 0004, Di Wang 0004, Chunguo Wu, Lijie Wen 0001, Chunyan Miao, Yubin Xiao, You Zhou 0008. 3228-3239 [doi]
• A Neuro-Symbolic Approach to Symbol Grounding for ALC-OntologiesXuan Wu, Yizheng Zhao. 3240-3249 [doi]
• Self-Regularization with Sparse Autoencoders for Controllable LLM-based ClassificationXuansheng Wu, Wenhao Yu 0002, Xiaoming Zhai, Ninghao Liu. 3250-3260 [doi]
• FairCDR: Transferring Fairness and User Preferences for Cross-Domain RecommendationYongxuan Wu, Yang Liu 0320, Xixun Lin, Hong Zhou, Yanan Cao 0001, Lixin Zou, Yanmin Shang, Yanbing Liu 0007. 3261-3272 [doi]
• SepDiff: Self-Encoding Parameter Diffusion for Learning Latent SemanticsZhangkai Wu, Xuhui Fan 0001, Jin Li 0028, Zhilin Zhao 0001, Hui Chen 0026, Longbing Cao. 3273-3284 [doi]
• Maximum Degree-Based Quasi-Clique Search via an Iterative FrameworkHongbo Xia, Kaiqiang Yu, Shengxin Liu, Cheng Long 0001, Xun Zhou 0001. 3285-3296 [doi]
• Hyperparametric Influence Minimization: Feature-Driven Intervention Beyond BlockingBin Xiang, Bogdan Cautis, Xiaokui Xiao, Laks V. S. Lakshmanan. 3297-3308 [doi]
• Truss-based Why-not Community SearchHuan Xie, Qing Liu 0008, Chengyang Luo 0002, Yuhan Zhou 0001, Yunjun Gao. 3309-3320 [doi]
• Co-Evolution of Large Language Models and Configuration Strategies to Enhance Surrogate-Assisted Evolutionary AlgorithmLindong Xie, Yang Zhang, Zhixian Tang, Edward Chung 0001, Genghui Li, Zhenkun Wang 0001. 3321-3332 [doi]
• Breaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential RecommendationWenjia Xie, Hao Wang 0076, Minghao Fang, Ruize Yu, Wei Guo 0006, Yong Liu 0020, Defu Lian, Enhong Chen. 3333-3343 [doi]
• AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningAmy Xin, Jinxin Liu 0002, Zijun Yao 0002, Zhicheng Lee, Shulin Cao, Lei Hou 0001, Juanzi Li. 3344-3355 [doi]
• Reinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs TrainingHao Xiong 0003, Yebin Yang, Huaijin Wu, Xiaoqiu Zhong, Yehui Tang, Zhuo Xia, Xiaoxing Wang, Junchi Yan. 3356-3365 [doi]
• Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based ModelingBihan Xu, Shiwei Zhao, Runze Wu 0001, Zhenya Huang, Jiawei Wang, Zhipeng Hu, Kai Wang 0064, Haoyu Liu 0002, Tangjie Lv, Le Li, Changjie Fan, Xin T. Tong, Jiangze Han. 3366-3377 [doi]
• MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual TripletsJinfeng Xu 0003, Zheyu Chen 0003, Jinze Li 0001, Shuo Yang 0011, Hewei Wang 0001, Yijie Li 0003, Mengran Li 0001, Puzhen Wu, Edith C. H. Ngai. 3378-3389 [doi]
• Test-Time Training with Diversified Local Aggregation Consistency for Mortality Prediction using Clinical Time SeriesJingwen Xu 0002, Fei Lyu 0004, Pong C. Yuen. 3390-3400 [doi]
• A/B Test and Online Experiment Under Diminishing Marginal Effects: Regret Minimization and Statistical InferenceJingxu Xu, Yuhang Wu 0011, Yingfei Wang, Chu Wang, Zeyu Zheng 0002. 3401-3412 [doi]
• Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label ClassificationKaixin Xu, Yangyang Wu, Shijun Wu, Xiaoye Miao, Guoqing Chao, Mengying Zhu, Meng Xi 0002, Xinkui Zhao. 3413-3424 [doi]
• PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content CreatorsRenzhe Xu, Haotian Wang 0001, Xingxuan Zhang, Bo Li 0064, Peng Cui 0001. 3425-3436 [doi]
• MoDiff - Graph Generation with Motif-aware Diffusion ModelYuwei Xu, Chenhao Ma 0001. 3437-3448 [doi]
• Efficient End-to-end Language Model Fine-tuning on GraphsRui Xue 0006, Xipeng Shen, Ruozhou Yu, Xiaorui Liu. 3449-3460 [doi]
• FedDiAL: Adaptive Federated Learning with Hierarchical Discriminative Network for Large Pre-trained ModelsGang Yan 0002, Wan Du. 3461-3470 [doi]
• Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of FlowsMengtao Yan, Qi Wang, Haining Wang, Ruizhi Chengze, Yi Zhang, Hongsheng Liu 0002, Zidong Wang 0010, Fan Yu, Qi Qi 0003, Hao Sun 0002. 3471-3482 [doi]
• EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register TokensChaoqun Yang 0002, Xinyu Lin 0001, Wenjie Wang 0007, Yongqi Li 0001, Teng Sun, Xianjing Han, Tat-Seng Chua. 3483-3494 [doi]
• Boosting E-commerce Content Diversity: A Graph-based RAG Approach with User ReviewsJiaxi Yang 0003, Yiling Jia, Carl Yang 0001, Yi Liang, Lu Lin 0001. 3495-3506 [doi]
• When Interpretability Meets Generalization: Delta-GAM for Robust Extrapolation in Out-of-Distribution SettingsLinxiao Yang, Wenwei Wang, Qiming Chen, Zhipeng Zeng, Liang Sun 0001. 3507-3517 [doi]
• Hi-PNG: Efficient Interval-Filtering ANNS via Hierarchical Interval Partition Navigating GraphMing Yang 0043, Yuzheng Cai, Weiguo Zheng. 3518-3529 [doi]
• Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary HeadPenghui Yang 0001, Chen-Chen Zong, Sheng-Jun Huang, Lei Feng 0006, Bo An 0001. 3530-3541 [doi]
• K Ranking Metrics Optimization in Recommender SystemsWeiqin Yang 0002, Jiawei Chen 0007, Shengjia Zhang, Peng Wu 0012, Yuegang Sun, Yan Feng, Chun Chen 0001, Can Wang 0001. 3542-3552 [doi]
• Your Graph Recommenders are Provably Doing Graph Contrastive LearningWenjie Yang 0006, Shengzhong Zhang, Jiaxing Guo, Zengfeng Huang. 3553-3564 [doi]
• THEMES: An Offline Apprenticeship Learning Framework for Evolving Reward FunctionsXi Yang 0019, Md. Mirajul Islam, Ge Gao, Min Chi. 3565-3576 [doi]
• Multimodal Conditional Retrieval with High ControllabilityXiaoda Yang, Xize Cheng, Minghui Fang 0002, Hongshun Qiu, Yuhang Ma, Junyu Lu, Jiaqi Duan, Sihang Cai, Zehan Wang 0001, Ruofan Hu, Dongjie Fu, Zhou Zhao 0001, Tao Jin 0004. 3577-3585 [doi]
• Global Interpretable Graph-level Anomaly Detection via PrototypeZhenyu Yang 0004, Ge Zhang 0002, Jia Wu 0001, Jian Yang 0001, Shan Xue 0001, Amin Beheshti, Hao Peng 0001, Quan Z. Sheng. 3586-3597 [doi]
• Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative RefinementLiqin Ye, Agam Shah, Chao Zhang 0014, Sudheer Chava. 3598-3609 [doi]
• Improving Group Robustness on Spurious Correlation via Evidential AlignmentWenqian Ye, Guangtao Zheng, Aidong Zhang. 3610-3621 [doi]
• Self-Tuning Self-Supervised Image Anomaly DetectionJaemin Yoo, Lingxiao Zhao, Leman Akoglu. 3622-3632 [doi]
• Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing RatesChengqing Yu, Fei Wang 0014, Chuanguang Yang, Zezhi Shao, Tao Sun 0011, Tangwen Qian, Wei Wei 0002, Zhulin An, Yongjun Xu 0001. 3633-3644 [doi]
• Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate ShiftTianrun Yu, Jiaqi Wang 0002, Haoyu Wang 0004, Mingquan Lin, Han Liu 0008, Nelson S. Yee, Fenglong Ma. 3645-3656 [doi]
• Rethinking Learner Modeling: A Feedback-Centric Cognitive Disentanglement PerspectiveXiaoshan Yu 0002, Shangshang Yang, Jian Li, Ziwen Wang 0006, Chuan Qin 0002, Haiping Ma, Xingyi Zhang 0001. 3657-3668 [doi]
• GCoT: Chain-of-Thought Prompt Learning for GraphsXingtong Yu, Chang Zhou 0002, Zhongwei Kuai, Xinming Zhang 0001, Yuan Fang 0001. 3669-3679 [doi]
• An Efficient White-box LLM Watermarking for IP Protection on Online Market PlatformsShuguang Yuan 0003, Xingyu Su, Peizhuo Lv, Weiji Xue, Jing Yu 0007, Xiaojie Zhu, Chi Chen 0001. 3680-3691 [doi]
• Preference-Optimized Retrieval and Ranking for Efficient Multimodal RecommendationZhenrui Yue, Huimin Zeng 0001, Yueqi Wang, Julian J. McAuley, Dong Wang 0002. 3692-3703 [doi]
• Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed FeaturesSukwon Yun, Xin Liu 0020, Yunhak Oh, Junseok Lee 0002, Tianlong Chen 0001, Tsuyoshi Murata, Chanyoung Park 0001. 3704-3715 [doi]
• Robustness Evaluation of Graph-based News Detection Using Network Structural InformationXianghua Zeng, Hao Peng 0001, Angsheng Li. 3716-3727 [doi]
• LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation GraphsJiasheng Zhang, Ali Maatouk, Jialin Chen, Ngoc Bui, Qianqian Xie, Leandros Tassiulas, Hua Xu 0001, Jie Shao 0001, Rex Ying. 3728-3739 [doi]
• Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural NetworksJiaxing Zhang 0002, Xiaoou Liu, Dongsheng Luo, Hua Wei 0001. 3740-3751 [doi]
• Unsupervised Graph Clustering with Deep Structural EntropyJingyun Zhang, Hao Peng 0001, Li Sun 0008, Guanlin Wu, Chunyang Liu, Zhengtao Yu 0001. 3752-3763 [doi]
• Diffusion-Guided Diversity for Single Domain Generalization in Time Series ClassificationJunru Zhang, Lang Feng 0002, Xu Guo 0002, Han Yu 0001, Yabo Dong, Duanqing Xu. 3764-3773 [doi]
• Network Interdiction Goes NeuralLei Zhang 0158, Zhiqian Chen, Chang-Tien Lu, Liang Zhao 0002. 3774-3785 [doi]
• Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine?Likun Zhang, Hao Wu 0067, Lingcui Zhang, Fengyuan Xu, Jin Cao 0001, FengHua Li, Ben Niu 0001. 3786-3795 [doi]
• Loss or Gain: Hierarchical Conditional Information Bottleneck Approach for Incomplete Time Series ClassificationShuo Zhang 0015, Jing Wang 0060, Shiqin Nie, Jinghang Yue, Weikang Zhu, Youfang Lin. 3796-3807 [doi]
• Addressing Correlated Latent Exogenous Variables in Debiased Recommender SystemsShuqiang Zhang, Yuchao Zhang, Jinkun Chen, Haochen Sui. 3808-3818 [doi]
• Data Watermarking for Sequential Recommender SystemsSixiao Zhang, Cheng Long 0001, Wei Yuan 0003, Hongxu Chen 0002, Hongzhi Yin. 3819-3830 [doi]
• Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time SeriesWeijia Zhang 0003, Chenlong Yin, Hao Liu 0026, Hui Xiong 0001. 3831-3842 [doi]
• MapExplorer: New Content Generation from Low-Dimensional VisualizationsXingjian Zhang 0002, Ziyang Xiong, Shixuan Liu, Yutong Xie 0007, Tolga Ergen, Dongsub Shim, Hua Xu 0001, Honglak Lee, Qiaozhu Mei. 3843-3854 [doi]
• Proxy-Validated Importance-Aware Federated Sample Selection with Meta LearningYan Zhang 0111, Xiaoye Miao, Bin Li, Yangyang Wu, Yongheng Shang. 3855-3866 [doi]
• CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic AnnouncementsYang Zhang 0058, Wenbo Yang, Jun Wang 0089, Qiang Ma 0001, Jie Xiong 0008. 3867-3878 [doi]
• Shapley Value-driven Data Pruning for Recommender SystemsYansen Zhang, Xiaokun Zhang 0001, Ziqiang Cui, Chen Ma 0001. 3879-3888 [doi]
• LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationYingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang 0001, Yichao Wang 0001, Zhaocheng Du, Huifeng Guo, Yong Liu 0020, Ruiming Tang, Xiangyu Zhao 0001. 3889-3900 [doi]
• CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMsYiqing Zhang, Xiaozhong Liu, Fabricio Murai. 3901-3911 [doi]
• Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data ImputationZhaoyang Zhang, Ziqi Chen 0002, Qiao Liu 0008, Jinhan Xie, Hongtu Zhu. 3912-3920 [doi]
• Embed Progressive Implicit Preference in Unified Space for Deep Collaborative FilteringZhongjin Zhang, Yu Liang, Cong Fu 0001, Yuxuan Zhu 0001, Kun Wang 0024, Yabo Ni, Anxiang Zeng, Jiazhi Xia. 3921-3932 [doi]
• Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View LazinessChuang Zhao 0002, Hui Tang, Hongke Zhao, Xiaomeng Li 0001. 3933-3944 [doi]
• Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive LearningKai Zhao 0009, Zhihao Zhuang, Chenjuan Guo, Hao Miao 0001, Christian S. Jensen, Yunyao Cheng 0001, Bin Yang 0002. 3945-3956 [doi]
• SMA-GNN: A Symbol-Aware Graph Neural Network for Signed Link Prediction in Recommender SystemsYumeng Zhao, Hongxiang Lin, Shuo Wen, Junjie Shen, Bei Hua. 3957-3967 [doi]
• Performative Time-Series ForecastingZhiyuan Zhao 0002, Haoxin Liu 0001, Alexander Rodríguez, B. Aditya Prakash. 3968-3979 [doi]
• Dynamic Structural Clustering Unleashed: Flexible Similarities, Versatile Updates and for All ParametersZhuowei Zhao, Junhao Gan, Boyu Ruan, Zhifeng Bao, Jianzhong Qi 0001, Sibo Wang 0001. 3980-3991 [doi]
• Retrieving Intent-covering Demonstrations for Clarification Generation in Conversational Search SystemsZiliang Zhao, Changle Qu, Zhicheng Dou, Haonan Chen 0005, Jiajie Jin. 3992-4001 [doi]
• Offline Trajectory Optimization for Offline Reinforcement LearningZiqi Zhao, Zhaochun Ren, Liu Yang 0025, Yunsen Liang, Fajie Yuan, Pengjie Ren, Zhumin Chen, Jun Ma 0001, Xin Xin 0003. 4002-4013 [doi]
• Multi-scale Physics-informed Transformer With Spatio-temporal Feature Adapter For Extreme Precipitation NowcastingJingyuan Zheng, Xin Zhang 0079, Zhilin Qi, Ruiang Qiu, Dongjing Wang, Haiping Zhang 0001, Dongjin Yu. 4014-4025 [doi]
• Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality AlignmentLiangwei Nathan Zheng, Chang George Dong, Wei Emma Zhang, Lin Yue, Miao Xu 0001, Olaf Maennel, Weitong Chen 0001. 4026-4037 [doi]
• Discrepancy-Aware Graph Mask Auto-EncoderZiyu Zheng, Yaming Yang 0002, Ziyu Guan, Wei Zhao 0019, Weigang Lu. 4038-4049 [doi]
• Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous GraphsZiyu Zheng, Yaming Yang 0002, Ziyu Guan, Wei Zhao 0019, Weigang Lu. 4050-4061 [doi]
• GuardFGL: Similarity-driven Federated Graph Learning with Adversarial Robustness and Membership PrivacyLuying Zhong, Xuan Lai, Junjie Zhang 0010, Zhiqin Huang, Zheyi Chen. 4062-4073 [doi]
• MTM: A Multi-Scale Token Mixing Transformer for Irregular Multivariate Time Series ClassificationShuhan Zhong, Weipeng Zhuo, Sizhe Song, Guanyao Li, Zhongyi Yu, S.-H. Gary Chan. 4074-4085 [doi]
• MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data SynthesisYuan Zhong 0002, Xiaochen Wang 0002, Jiaqi Wang 0002, Xiaokun Zhang 0001, Fenglong Ma. 4086-4097 [doi]
• A Fast and Accurate Block Compression Solution for Spatiotemporal Kernel Density VisualizationYue Zhong, Tsz Nam Chan, Leong Hou U, Dingming Wu 0001, Wei Tu 0001, Ruisheng Wang 0001, Joshua Zhexue Huang. 4098-4109 [doi]
• Contrastive Text-enhanced Transformer for Cross-Domain Sequential RecommendationDonglin Zhou, Xinbei Cai, Weike Pan. 4110-4119 [doi]
• CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous VariablesPengfei Zhou, Yunlong Liu, Junli Liang, Qi Song 0004, Xiangyang Li 0001. 4120-4131 [doi]
• Blurred Encoding for Trajectory Representation LearningSilin Zhou, Yao Chen 0008, Shuo Shang, Lisi Chen 0001, Bingsheng He, Ryosuke Shibasaki. 4132-4143 [doi]
• Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model UpdatingYiyun Zhou, Zheqi Lv, Shengyu Zhang 0001, Jingyuan Chen. 4144-4155 [doi]
• Position-Aware Neighbor Aggregation for Dynamic Link PredictionYumeng Zhou, Mingzhe Liu 0002, Leilei Sun, Yifei Huang 0003, Liangzhe Han, Chuanren Liu, Tongyu Zhu. 4156-4167 [doi]
• Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled TrainingHuabin Zhu, Chaochao Chen 0001, Xinting Liao, Pengyang Zhou, Xiaolin Zheng. 4168-4179 [doi]
• Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory DataJunhao Zhu 0001, Tao Wang, Lu Chen 0001, Ziquan Fang, Yunjun Gao, Tianyi Li 0005. 4180-4191 [doi]
• FedAPM: Federated Learning via ADMM with Partial Model PersonalizationShengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang 0007, Yuan Sun 0003, Yuan Yao 0011, Shangfeng Chen, Quanqing Xu, Chuanhui Yang. 4192-4202 [doi]
• Federated Continual Graph LearningYinlin Zhu, Miao Hu 0001, Di Wu 0001. 4203-4213 [doi]
• Learning Generalized and Flexible Trajectory Models from Omni-Semantic SupervisionYuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao 0001, Xiao Han 0004, Qidong Liu 0002, Xuetao Wei, Yuxuan Liang 0002. 4214-4225 [doi]
• Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling FrameworkXingchen Zou, Weilin Ruan, Siru Zhong, Yuehong Hu, Yuxuan Liang 0002. 4226-4237 [doi]
• Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural NetworksLin Zuo, Yongqi Ding, Mengmeng Jing, Kunshan Yang, Biao Chen, Yunqian Yu. 4238-4249 [doi]
• Biological Pathway Guided Gene Selection Through Collaborative Reinforcement LearningEhtesamul Azim, Dongjie Wang, Tae-Hyun Hwang, Yanjie Fu, Wei Zhang 0076. 4250-4260 [doi]
• OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation LearningAnirudhan Badrinath, Alex Yang, Kousik Rajesh, Prabhat Agarwal, Jaewon Yang, Haoyu Chen, Jiajing Xu 0003, Charles Rosenberg 0001. 4261-4272 [doi]
• Real-time Indexing for Large-scale Recommendation by Streaming Vector Quantization RetrieverXingyan Bin, Jianfei Cui, Wujie Yan, Zhichen Zhao, Xintian Han, Chongyang Yan, Feng Zhang 0047, Xun Zhou, Xiao Yang, Zuotao Liu. 4273-4283 [doi]
• ConciseExplain: Reducing Redundancy and Spuriousness in Persuasive Recommendation ExplanationYixuan Cao 0001, Juyao Liu, Haodong Wang, Jian Wang, Kun Wan, Gang Xiao, Ping Luo 0001. 4284-4295 [doi]
• Maturity Framework for Enhancing Machine Learning QualityAngelantonio Castelli, Georgios Christos Chouliaras, Dmitri Goldenberg. 4296-4307 [doi]
• UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network OptimizationHaoye Chai, Shiyuan Zhang, Xiaoqian Qi, Baohua Qiu, Yong Li 0008. 4308-4319 [doi]
• Mini-Game Lifetime Value Prediction in WeChatAochuan Chen, Yifan Niu, Ziqi Gao, Yujie Sun, Shoujun Liu, Gong Chen, Yang Liu 0245, Jia Li 0009. 4320-4329 [doi]
• EMD-Period: Detecting Multi-periodicity in Industrial Cloud Clusters via Time-Frequency DecompositionQiming Chen, Yingying Zhang, Qingsong Wen, Liang Sun 0001. 4330-4340 [doi]
• Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question AnsweringXinran Chen, Yuchen Li 0006, Hengyi Cai, Zhuoran Ma, Xuanang Chen, Haoyi Xiong, Shuaiqiang Wang, Ben He 0001, Le Sun 0001, Dawei Yin 0001. 4341-4352 [doi]
• SkySearch: Satellite Video Search at ScaleMinyoung Choe, Geon Lee, Changhun Han, Suji Kim, Woong Hu, Hyebeen Hwang, Geunseok Park, Byeongyeon Kim, Hyesook Lee, Ha-Myung Park, Kijung Shin. 4353-4364 [doi]
• Evaluating Decision Rules Across Many Weak ExperimentsWinston Chou, Colin Gray, Nathan Kallus, Aurélien Bibaut, Simon Ejdemyr. 4365-4374 [doi]
• RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name RegistrationsThomas Daniels 0002, Maarten Bosteels, Pieter Robberechts, Jesse Davis. 4375-4386 [doi]
• COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM FrameworkXin Dong, Sen Jia, Ming Rui Wang, Yan Li 0043, Zhenheng Yang, Bingfeng Deng, Hongyu Xiong. 4387-4395 [doi]
• Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at PinterestZhibo Fan, Hongtao Lin, Haoyu Chen, Bowen Deng 0010, Hedi Xia, Yuke Yan, James Li. 4396-4405 [doi]
• Cross-Domain Web Information Extraction at PinterestMichael Farag, Patrick Halina, Andrey Zaytsev, Alekhya Munagala, Imtihan Ahmed, Junhao Wang. 4406-4413 [doi]
• FoRAGe: High-CTR Food Image Synthesis with Retrieval-Augmented Diffusion ModelJiaxu Feng, Xinyu Gao, Muqi Huang, Kanjun Xu, Yun Xiong, Kun Zhou, Chuan Li, Feng Shi. 4414-4423 [doi]
• Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer ExpansionXinyue Feng, Shuxin Zhong, Jinquan Hang, Wenjun Lyu, Yuequn Zhang, Guang Yang 0028, Haotian Wang 0008, Desheng Zhang 0002, Guang Wang 0001. 4424-4434 [doi]
• Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language ModelYunling Feng, Gui-ling, Yue Jiang, Jianfeng Huang, Dan Ou, Qingwen Liu 0002, FuYu Lv, Yajing Xu. 4435-4446 [doi]
• Web Scale Graph Mining for Cyber Threat IntelligenceScott Freitas, Amir Gharib. 4447-4456 [doi]
• Hierarchical Lexical Graph for Enhanced Multi-Hop RetrievalAbdellah Ghassel, Ian Robinson, Gabriel Tanase, Hal Cooper, Bryan Thompson 0001, Zhen Han, Vassilis N. Ioannidis, Soji Adeshina, Huzefa Rangwala. 4457-4466 [doi]
• Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain RecommendationJianyu Guan, Zongming Yin, Tianyi Zhang, Leihui Chen, Yin Zhang, Fei Huang, Shuguang Han, Jufeng Chen. 4467-4475 [doi]
• Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive LearningJiawei Guo, Yang Xiao 0014, Weipéng Huáng, Guangyuan Piao. 4476-4486 [doi]
• Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language ModelsSiyuan Guo 0001, Huiwu Liu, Xiaolong Chen, Yuming Xie, Liang Zhang, Tao Han, Hechang Chen, Yi Chang 0001, Jun Wang 0012. 4487-4498 [doi]
• Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUsMorgan Lindsay Heisler, Linzi Xing, Ge Shi, Hanieh Sadri, Gursimran Singh, Weiwei Zhang, Tao Ye, Ying Xiong, Yong Zhang 0004, Zhenan Fan. 4499-4510 [doi]
• LLM4HAR: Generalizable On-device Human Activity Recognition with Pretrained LLMsZhiqing Hong, Yiwei Song, Zelong Li, Anlan Yu, Shuxin Zhong, Yi Ding 0011, Tian He 0001, Desheng Zhang 0002. 4511-4521 [doi]
• Theory Instead of Experiment (TIE): A Creator Valuation System at TencentLei Huang, Juanjuan Zhang. 4522-4532 [doi]
• A Context based Personalized Deep Network for Nearby Flight RecommendationMaolei Huang, Detao Lv, Yao Yu, Shuhan Song, Dong Li 0037, Zhuoran Zhuang. 4533-4542 [doi]
• Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model LensJiahao Ji, Tianyu Wang 0028, Yeshu Li, Yusen Huo, Zhilin Zhang 0003, Chuan Yu, Jian Xu 0015, Bo Zheng 0007. 4543-4554 [doi]
• UniERF: A Uniform Embedding-based Retrieval Framework for E-commerce SearchHao Jiang 0051, Xiaoyu He, Fanyi Qu, Congcong Liu, Xue Jiang, Changping Peng, Zhangang Lin, Ching Law, JingPing Shao. 4555-4565 [doi]
• Benchmarking and Advancing Large Language Models for Local Life ServicesXiaochong Lan, Jie Feng 0002, Jiahuan Lei, Xinlei Shi, Yong Li 0008. 4566-4577 [doi]
• RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web SearchYuchen Li 0006, Hao Zhang 0156, Yongqi Zhang, Hengyi Cai, Mingxin Cai, Shuaiqiang Wang, Haoyi Xiong, Linghe Kong, Dawei Yin 0001, Lei Chen 0002. 4578-4589 [doi]
• A Fraudulent Blind Shipment Detection Framework in LogisticsHongyu Lin, Shuxin Zhong, Yan Fang, Zhiqing Hong, Wenjun Lyu, Qipeng Xie, Haotian Wang 0008, Lu Wang 0002, Kaishun Wu. 4590-4598 [doi]
• Enhanced Insurance Claim Prediction via Decoupled Graph Neural Networks with Pseudo LabelingHongrui Liu, Daixin Wang, Yifan Wu 0020, Zhiqiang Zhang 0012, Xiaobo Qin. 4599-4610 [doi]
• Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in FeedJingxin Liu 0003, Xiang Gao 0039, YiSha Li 0001, Xin Li 0243, Haiyang Lu 0001, Ben Wang 0006. 4611-4622 [doi]
• Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly DetectionJun Liu, Chaoyun Zhang, Jiaxu Qian, Minghua Ma, Si-qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang 0001. 4623-4634 [doi]
• Multi-task Offline Reinforcement Learning for Online Advertising in Recommender SystemsLangming Liu, Wanyu Wang, Chi Zhang 0060, Bo Li, Hongzhi Yin, Xuetao Wei, Wenbo Su, Bo Zheng 0007, Xiangyu Zhao 0001. 4635-4646 [doi]
• Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum LearningNing Liu 0014, Yunsen Tang, Haitao Yuan 0002, Hongtao Lv, Lili Jiang 0002, Zhen Li, Wei Zhang 0056, Jianyong Wang 0001. 4647-4658 [doi]
• A Scalable and Efficient Signal Integration System for Job MatchingPing Liu 0002, Rajat Arora, Xiao Shi, Benjamin Le, Qianqi Shen, Jianqiang Shen, Chengming Jiang 0001, Nikita Zhiltsov, Priya Bannur, Yidan Zhu, Liming Dong, Haichao Wei, Qi Guo, Luke Simon, Liangjie Hong, Wenjing Zhang. 4659-4669 [doi]
• ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item SequencesXingyu Lu, Jinpeng Wang 0002, Jieming Zhu, Zhicheng Zhang, Deqing Zou, Hai-Tao Zheng 0002, Shu-Tao Xia, Rui Zhang 0003. 4670-4681 [doi]
• VLM as Policy: Common-Law Content Moderation Framework for Short Video PlatformXingyu Lu, Tianke Zhang, Chang Meng, Xiaobei Wang, Jinpeng Wang 0002, Yi-Fan Zhang, Shisong Tang, Changyi Liu, Haojie Ding, Kaiyu Jiang, Kaiyu Tang, Bin Wen, Hai-Tao Zheng 0002, Fan Yang 0094, Tingting Gao, Di Zhang 0026, Kun Gai. 4682-4693 [doi]
• Timing is Important: Risk-aware Fund Allocation based on Time-Series ForecastingFuyuan Lyu, Linfeng Du, Yunpeng Weng, Qiufang Ying, Zhiyan Xu, Wen Zou, Haolun Wu, Xiuqiang He 0001, Xing Tang 0007. 4694-4704 [doi]
• NRFormer: Nationwide Nuclear Radiation Forecasting with Spatio-Temporal TransformerTengfei Lyu, Jindong Han, Hao Liu 0026. 4705-4716 [doi]
• DV365: Extremely Long User History Modeling at InstagramWenhan Lyu, Devashish Tyagi, Yihang Yang, Ziwei Li, Ajay Somani, Karthikeyan Shanmugasundaram, Nikola Andrejevic, Ferdi Adeputra, Curtis Zeng, Arun K. Singh, Maxime Ransan, Sagar Jain. 4717-4727 [doi]
• DiMA: An LLM-Powered Ride-Hailing Assistant at DiDiYansong Ning, Shuowei Cai, Wei Li, Jun Fang, Naiqiang Tan, Hua Chai, Hao Liu 0026. 4728-4739 [doi]
• An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound StructuresBo Pan, Shiva Ghaemi, Amanda J. Consylman, Zihao Zhao, Ashley Ann Petersen, Alice Wu, Gabriel Chang, Diana McDonough, Mark A. Forman, Elise L. Bezold, William M. Wuest, Kevin Minbiole, Liang Zhao 0002, Amarda Shehu. 4740-4750 [doi]
• MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash TransactionsGiordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis. 4751-4760 [doi]
• NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-StationarityAdrien Petralia, Philippe Charpentier, Youssef Kadhi, Themis Palpanas. 4761-4772 [doi]
• GeoTS: A TSC Framework for Estimating Geological Formation to Model Carbon Storage ReservoirsShwetha Salimath, Francesca Bugiotti, Sylvain Wlodarczyk. 4773-4783 [doi]
• Mind the Gap: Delayed Label Bias-Variance Tradeoffs in Predicting Likelihood of NonpaymentTal Sarig, Ido Guy, Ami Tavory, Udi Weinsberg, Stratis Ioannidis. 4784-4795 [doi]
• Chasing the Timber Trail: Machine Learning to Reveal Harvest Location MisrepresentationShailik Sarkar, Raquib Bin Yousuf, Linhan Wang, Brian Mayer, Thomas Mortier, Victor Deklerck, Jakub Truszkowski, John Simeone, Marigold Norman, Jade Saunders, Chang-Tien Lu, Naren Ramakrishnan. 4796-4805 [doi]
• An Automatic Graph Construction Framework based on Large Language Models for RecommendationRong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen 0023, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang 0001. 4806-4817 [doi]
• GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at KuaishouNinglu Shao, Jinshan Wang, Chenxu Wang, Qingbiao Li, Xiaoxue Zang. 4818-4826 [doi]
• AliBoost: Ecological Boosting Framework in Alibaba PlatformQijie Shen, Yuanchen Bei, Zihong Huang, Jialin Zhu, Keqin Xu, Boya Du, Jiawei Tang, Yuning Jiang 0001, Feiran Huang, Xiao Huang 0001, Hao Chen 0062. 4827-4838 [doi]
• FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent CoevolutionBinpeng Shi, Yu Luo, Jingya Wang, Yongxin Zhao, Shenglin Zhang, Bowen Hao, Chenyu Zhao, Yongqian Sun, Zhi Zhang, Ronghua Sun, Haihua Li, Wei Song, Xiaolong Chen, Jingbo Miao, Dan Pei. 4839-4850 [doi]
• ComRecycle: An Intelligent Computation Recycling Framework for Online AdvertisingChufeng Shi, Yangsu Liu, Rui Qiu, Zhenzhe Zheng, Dagui Chen, Ruitao Zhu, Fan Wu 0006. 4851-4860 [doi]
• Enhancing Bone Mineral Density Estimation from X-ray Images with Cross-Modal Knowledge DistillationKeyue Shi, Qianqian Shen, Zhongda Qi, Junyao Yang, Zhaoming Ye, Jiajun Bu, Haishuai Wang. 4861-4871 [doi]
• Audio-Enhanced Vision-Language Modeling with Latent Space Broadening for High Quality Data ExpansionYu Sun 0088, Yin Li, Ruixiao Sun, Chunhui Liu 0002, Fangming Zhou, Ze Jin, Linjie Wang, Xiang Shen 0001, Zhuolin Hao, Hongyu Xiong. 4872-4881 [doi]
• LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language ModelsRuiming Tang, Chenxu Zhu, Bo Chen 0023, Weipeng Zhang, Menghui Zhu, Xinyi Dai, Huifeng Guo. 4882-4890 [doi]
• Retrieval Augmented Cross-Domain LifeLong Behavior Modeling for Enhancing Click-through Rate PredictionXing Tang 0007, Chaohua Yang, Yuwen Fu, Dongyang Ao, Shiwei Li 0002, Fuyuan Lyu, Dugang Liu, Xiuqiang He 0001. 4891-4900 [doi]
• LaDEEP: A Deep Learning-based Surrogate Model for Large Deformation of Elastic-Plastic SolidsShilong Tao, Zhe Feng, Haonan Sun, Zhanxing Zhu, Yunhuai Liu. 4901-4912 [doi]
• ASTNet: Asynchronous Spatio-Temporal Network for Large-Scale Chemical Sensor ForecastingShihao Tu, Yang Yang 0009, Wenyue Ding, Yicheng Lu, Qingkai Ren, Yupeng Zhang, Yin Zhang 0006. 4913-4924 [doi]
• Characterizing the Risk of Atrial Fibrillation in Cardiac Patients with Exceptional Electrocardiogram PhenotypesLieke van den Biggelaar, Rianne Margaretha Schouten, Ashley De Bie, R. Arthur Bouwman, Wouter Duivesteijn. 4925-4934 [doi]
• Matryoshka Model Learning for Improved Elastic Student ModelsChetan Verma, Aditya Srinivas Timmaraju, Cho-Jui Hsieh, Suyash Damle, Ngot Bui, Yang Zhang, Wen Chen, Xin Liu, Prateek Jain 0002, Inderjit S. Dhillon. 4935-4944 [doi]
• An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on SpotifyShivam Verma, Vivian Chen, Darren Mei. 4945-4955 [doi]
• Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain RecommendationDan Wang, Zijian Song 0001, Lifang Deng, Yihuan Wu, Jin Niu, Jiandong zhang, Kaigui Bian, Bin Cui 0001. 4956-4965 [doi]
• FoodGPT: Reinforcement Post-Training of Large Language Models in the Food Delivery DomainJiang Wang, Zhengxin Dong, Bing Bai, Guyu Jiang, Aiquan Yuan, Guodong Cao. 4966-4974 [doi]
• Put Teacher in Student's Shoes: Cross-Distillation for Ultra-compact Model Compression FrameworkMaolin Wang 0001, Jun Chu, Sicong Xie, Xiaoling Zang, Yao Zhao, Wenliang Zhong, Xiangyu Zhao 0001. 4975-4985 [doi]
• Enhanced Emotion-aware Music Recommendation via Large Language ModelsShijia Wang, Tianpei OuYang, Yunfan Zhou, Qiang Xiao, Yintao Ren, Yifei Pan, Fangjian Li, Chuanjiang Luo. 4986-4994 [doi]
• FRT: Flow-based Reconcile Transformer for Hierarchical Time SeriesShiyu Wang 0001, Wei Lu 0030, Jiawei Li 0017, Xiaoming Shi 0001, Xinyue Zhong, Zhou Ye 0001, Ming Jin 0005, Qingsong Wen. 4995-5006 [doi]
• TayFCS: Towards Light Feature Combination Selection for Deep Recommender SystemsXianquan Wang, Zhaocheng Du, Jieming Zhu, Chuhan Wu, Qinglin Jia, Zhenhua Dong. 5007-5017 [doi]
• Personalized Query Auto-Completion for Long and Short-Term Interests with Adaptive Detoxification GenerationZhibo Wang, Xiaoze Jiang, Zhiheng Qin, Enyun Yu. 5018-5028 [doi]
• Aligning and Balancing ID and Multimodal Representations for RecommendationBinrui Wu, Shisong Tang, Fan Li, Bing Han, Chang Meng, Jingyu Xiao, Jiechao Gao. 5029-5038 [doi]
• IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce PlatformWenhao Wu, Xiaojie Li, Lin Wang, Jialiang Zhou, Di Wu, Qinye Xie, Qingheng Zhang, Yin Zhang, Shuguang Han, Fei Huang, Jufeng Chen. 5039-5048 [doi]
• GAS: Large-Scale Heterogeneous Personalization in Social Network Applications at MetaYihan Wu, Mingze Gao, Haoran Liu, Weiwei Li 0006, Kevin Han, Junfeng Pan, Xinyi Zhang, Jiawei Wen, Gedi Zhou. 5049-5058 [doi]
• Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language ModelsYunjia Xi, Muyan Weng, Wen Chen 0026, Chao Yi, Dian Chen 0002, Gaoyang Guo, Mao Zhang 0002, Jian Wu 0032, Yuning Jiang 0001, Qingwen Liu 0002, Yong Yu, Weinan Zhang 0001. 5059-5070 [doi]
• A Transferable Spatio-temporal Learning Framework for Cross-city Logistics Demand PredictionKaiwen Xia, Li Lin 0011, Xinrui Zhang 0006, Haotian Wang 0008, Shuai Wang 0008, Tian He 0001. 5071-5082 [doi]
• 2-MFP: A Multi-Scale and Multi-Level Memory Failure Prediction Framework for Reliable Cloud InfrastructureHongyi Xie, Min Zhou 0006, Qiao Yu 0003, Jialiang Yu, Zhenli Sheng, Hong Xie 0004, Defu Lian. 5083-5094 [doi]
• An Auto-Coupon Framework for Advertiser Retention in Online AdvertisingYidan Xing 0001, Haoqi Zhang, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Fan Wu 0006. 5095-5105 [doi]
• ChatPD: An LLM-driven Paper-Dataset Networking SystemAnjie Xu, Ruiqing Ding, Leye Wang. 5106-5116 [doi]
• FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language ModelsXuan Xu, Fufang Wen, Beilin Chu, Zhibing Fu, Qinhong Lin, Jiaqi Liu, Binjie Fei, Yu Li, Linna Zhou, Zhongliang Yang. 5117-5128 [doi]
• Leveraging Label Distributions as Anchors to Enhance Video RecommendationYulin Xu, Chao Cui, Shisong Tang, Fan Li 0017, Bing Han, Huafeng Cao, Jiechao Gao, Hechang Chen. 5129-5138 [doi]
• Lightweight Auto-bidding based on Traffic Prediction in Live AdvertisingBo Yang, Ruixuan Luo, Junqi Jin, Han Zhu 0001. 5139-5149 [doi]
• FLAG: Fraud Detection with LLM-enhanced Graph Neural NetworkChengdong Yang, Hongrui Liu, Daixin Wang, Zhiqiang Zhang 0012, Cheng Yang 0002, Chuan Shi 0001. 5150-5160 [doi]
• Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity DetectionZachary Yang, Domenico Tullo, Reihaneh Rabbany. 5161-5170 [doi]
• Applying Large Language Model For Relevance Search In TencentDezhi Ye, Jie Liu 0075, Junwei Hu, Jiabin Fan, Bowen Tian, Haijin Liang, Jin Ma 0003. 5171-5181 [doi]
• Hardness-aware Privileged Features Distillation with Latent Alignment for CVR PredictionHuining Yuan, Wenpeng Zhang 0003, Zijie Hao, Zengde Deng. 5182-5193 [doi]
• Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in RecommendationJiang Zhang, Sumit Kumar, Wei Chang, Yubo Wang 0018, Feng Zhang, Weize Mao, Hanchao Yu, Aashu Singh, Min Li 0041, Qifan Wang 0001. 5194-5204 [doi]
• Harnessing the Power of Interleaving and Counterfactual Evaluation for Airbnb Search RankingQing Zhang, Alex Deng, Michelle Du, Huiji Gao, Liwei He, Sanjeev Katariya. 5205-5214 [doi]
• FedMetro: Efficient Metro Passenger Flow Prediction via Federated Graph LearningTianlong Zhang, Xiaoxi He, Yuxiang Wang, Yi Xu 0013, Rendi Wu, Zhifei Wang, Yongxin Tong. 5215-5224 [doi]
• GiGL: Large-Scale Graph Neural Networks at SnapchatTong Zhao 0003, Yozen Liu, Matthew Kolodner, Kyle Montemayor, Elham Ghazizadeh, Ankit Batra, Zihao Fan, Xiaobin Gao, Xuan Guo, Jiwen Ren, Serim Park, Peicheng Yu, Jun Yu, Shubham Vij, Neil Shah. 5225-5236 [doi]
• ADMIRE: ADaptive method to enhance Multiple Image REsolutions in text-rich multi-image understandingQipeng Zhu, Xiong Wang, Zhihong Lu 0002, Jiangwei Lao, Congyun Jin, Jie Chen, Yingzhe Peng, Qi Zhu 0010, Lianzhen Zhong, Jiajia Liu 0002, Peng Wei, Jian Wang 0108. 5237-5248 [doi]
• TTGL: Large-scale Multi-scenario Universal Graph Learning at TikTokShichao Zhu, Mufan Li, Guangmou Pan, Xixun Lin. 5249-5259 [doi]
• Bridging the Binary Analysis Gap: A Cross-Compiler Dataset and Neural Framework for Industrial Control SystemsYonatan G. Achamyeleh, Shih-Yuan Yu, Gustavo Quiros Araya, Mohammad Abdullah Al Faruque. 5260-5269 [doi]
• CURE: A dataset for Clinical Understanding & Retrieval EvaluationNadia Sheikh, Daniel Buades Marcos, Anne-Laure Jousse, Akintunde Oladipo, Olivier Rousseau, Jimmy Lin. 5270-5277 [doi]
• RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization BenchmarkFederico Berto, Chuanbo Hua, Junyoung Park 0002, Laurin Luttmann, Yining Ma 0001, Fanchen Bu, Jiarui Wang 0002, Haoran Ye, Minsu Kim 0004, Sanghyeok Choi, Nayeli Gast Zepeda, André Hottung, Jianan Zhou 0002, Jieyi Bi, Yu Hu, Fei Liu 0044, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool 0001, Zhiguang Cao, Qingfu Zhang 0001, Joungho Kim, Jie Zhang 0002, Kijung Shin, Cathy Wu 0002, Sungsoo Ahn, Guojie Song, Changhyun Kwon 0001, Kevin Tierney, Lin Xie, Jinkyoo Park. 5278-5289 [doi]
• Exploring the Potential of Foundation Models as Reliable AI Contact CentersHoyoon Byun, Minhoi Park, Seolah Kim, Eunbi Kim, Kyungwoo Song. 5290-5298 [doi]
• Evaluating and Generating Query Workloads for High Dimensional Vector Similarity SearchMatteo Ceccarello, Alexandra Levchenko, Ioana Ileana, Themis Palpanas. 5299-5310 [doi]
• ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language ModelsHaibin Chen, Kangtao Lv, Chengwei Hu, Yanshi Li, Yujin Yuan, Yancheng He, Xingyao Zhang, Langming Liu, Shilei Liu, Wenbo Su, Bo Zheng 0007. 5311-5321 [doi]
• ClimateIQA: A New Dataset and Benchmark to Advance Vision-Language Models in Meteorology Anomalies AnalysisJian Chen 0047, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao 0002, Yaowei Li 0001, Wei Chen 0070, Bing Zhu, Junwei Liang 0001, Zixuan Yuan. 5322-5333 [doi]
• MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial DiscoveryJianpeng Chen, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen 0001, Ling Li, Wei Wang 0010, Dawei Zhou 0003. 5334-5344 [doi]
• BTS: A Comprehensive Benchmark for Tie Strength PredictionXueqi Cheng, Catherine Yang, Yuying Zhao, Yu Wang 0160, Hamid Karimi, Tyler Derr. 5345-5354 [doi]
• MonoDeMB: Comprehensive Monocular DepthMap BenchmarkVaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Vladimir Mashurov, Natalia Semenova. 5355-5366 [doi]
• MentalChat16K: A Benchmark Dataset for Conversational Mental Health AssistanceJia Xu, Tianyi Wei, Bojian Hou, Patryk Orzechowski, Shu Yang 0009, Ruochen Jin, Rachael Paulbeck, Joost B. Wagenaar, George Demiris, Li Shen 0001. 5367-5378 [doi]
• Differentially Private Synthetic Data Release for Topics API OutputsTravis Dick, Alessandro Epasto, Adel Javanmard, Josh Karlin, Andrés Muñoz Medina, Vahab Mirrokni, Sergei Vassilvitskii, Peilin Zhong. 5379-5390 [doi]
• WikiRAG: Revisiting Wikidata KGC Datasets with Community Updates and Retrieval-Augmented GenerationDjellel Eddine Difallah. 5391-5401 [doi]
• Fairness-Aware Graph Learning: A BenchmarkYushun Dong, Song Wang 0013, Zhenyu Lei 0004, Zaiyi Zheng, Jing Ma 0002, Chen Chen 0022, Jundong Li. 5402-5412 [doi]
• CityBench: Evaluating the Capabilities of Large Language Models for Urban TasksJie Feng 0002, Jun Zhang 0087, Tianhui Liu, Xin Zhang 0106, Tianjian Ouyang, Junbo Yan, Yuwei Du, Siqi Guo, Yong Li 0008. 5413-5424 [doi]
• TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal DiscoveryMuhammad Hasan Ferdous, Emam Hossain, Md. Osman Gani. 5425-5435 [doi]
• POVE: A Preoptimized Vault of Expressions for Symbolic Regression Research and BenchmarkingKei Sen Fong, Mehul Motani. 5436-5446 [doi]
• VideoConviction: A Multimodal Benchmark for Human Conviction and Stock Market RecommendationsMichael Galarnyk, Veer Kejriwal, Agam Shah, Yash Bhardwaj, Nicholas Watney Meyer, Anand Krishnan, Sudheer Chava. 5447-5458 [doi]
• MathWriting: A Dataset For Handwritten Mathematical Expression RecognitionPhilippe Gervais, Anastasiia Fadeeva, Andrii Maksai. 5459-5469 [doi]
• VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMsZixuan Gu, Qiufeng Fan, Long Sun, Yang Liu 0165, Xiaojun Ye 0001. 5470-5481 [doi]
• DCA-Bench: A Benchmark for Dataset Curation AgentsBenhao Huang, Yingzhuo Yu, Jin Huang, Xingjian Zhang 0002, Jiaqi W. Ma. 5482-5492 [doi]
• FoodPuzzle: Toward Developing Large Language Model Agents as Autonomous Flavor ScientistsTenghao Huang, Dong-Hee Lee, John Sweeney, Jiatong Shi, Emily Steliotes, Matthew Lange, Jonathan May, Muhao Chen 0001. 5493-5504 [doi]
• HiBench: Benchmarking LLMs Capability on Hierarchical Structure ReasoningZhuohang Jiang, Pangjing Wu, Ziran Liang, Peter Q. Chen, Xu Yuan 0007, Ye Jia, Jiancheng Tu, Chen Li 0023, Peter H. F. Ng, Qing Li 0001. 5505-5515 [doi]
• EMBER2024 - A Benchmark Dataset for Holistic Evaluation of Malware ClassifiersRobert J. Joyce, Gideon Miller, Phil Roth 0002, Richard Zak, Elliott Zaresky-Williams, Hyrum S. Anderson, Edward Raff, James Holt. 5516-5526 [doi]
• HiDF: A Human-Indistinguishable Deepfake DatasetChaewon Kang, Seoyoon Jeong, Jonghyun Lee, Daejin Choi, Simon S. Woo, Jinyoung Han. 5527-5538 [doi]
• Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and BenchmarkSuyeon Kim, SeongKu Kang, Dongwoo Kim 0002, Jungseul Ok, Hwanjo Yu. 5539-5550 [doi]
• Simulated Infectious Diseases Datasets with Controlled Data BiasRuochen Kong, Taylor Anderson 0001, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue 0001, Li Xiong 0001, Chandini Raina Macintyre, Flora D. Salim, Andreas Züfle. 5551-5559 [doi]
• ComputAgeBench: Epigenetic Aging Clocks BenchmarkDmitrii Kriukov, Evgeniy Efimov, Ekaterina Kuzmina, Anastasiia Dudkovskaia, Ekaterina E. Khrameeva, Dmitry V. Dylov. 5560-5570 [doi]
• Neurophysiologically Realistic Environment for Comparing Adaptive Deep Brain Stimulation Algorithms in Parkinson's DiseaseEkaterina Kuzmina, Dmitrii Kriukov, Mikhail Lebedev 0001, Dmitry V. Dylov. 5571-5582 [doi]
• FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented RankingYuchen Li 0006, Hao Zhang 0156, Haojie Zhang, Hengyi Cai, Xinyu Ma, Shuaiqiang Wang, Haoyi Xiong, Zhaochun Ren, Maarten de Rijke, Dawei Yin 0001. 5583-5594 [doi]
• TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series ForecastingZhe Li 0011, Xiangfei Qiu, Peng Chen 0038, Yihang Wang 0004, Hanyin Cheng, Yang Shu 0001, Jilin Hu, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Bin Yang 0002. 5595-5606 [doi]
• When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph BenchmarkJunhong Lin, Xiaojie Guo 0002, Shuaicheng Zhang, Yada Zhu, Julian Shun. 5607-5618 [doi]
• ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific ResearchJunyong Lin, Lu Dai 0001, Ruiqian Han, Yijie Sui, Ruilin Wang, Xingliang Sun, Qinglin Wu, Min Feng, Hao Liu 0026, Hui Xiong 0001. 5619-5630 [doi]
• ZooplanktonBench: A Geo-Aware Zooplankton Recognition and Classification Dataset from Marine ObservationsFukun Liu, Adam T. Greer, Gengchen Mai, Jin Sun 0011. 5631-5639 [doi]
• MethaneS2CM: A Dataset for Multispectral Deep Methane Emission DetectionHongxuan Liu, Juliana Y. Leung, Di Niu. 5640-5651 [doi]
• UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question AnsweringLangming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang 0005, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang 0002, Jian Xu 0015, Bo Zheng 0007. 5652-5661 [doi]
• NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL TranslationXinyu Liu, Shuyu Shen, Boyan Li, Nan Tang 0001, Yuyu Luo. 5662-5673 [doi]
• On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic WritingYule Liu, Zhiyuan Zhong, Yifan Liao, Zhen Sun 0001, Jingyi Zheng, Jiaheng Wei, Qingyuan Gong, Fenghua Tong, Yang Chen 0001, Yang Zhang 0016, Xinlei He 0001. 5674-5685 [doi]
• T3Set: A Multimodal Dataset with Targeted Suggestions for LLM-based Virtual Coach in Table Tennis TrainingJi Ma, Jiale Wu, Haoyu Wang, Yanze Zhang, Xiao Xie, Zheng Zhou, Hui Zhang 0051, Jiachen Wang 0001, Yingcai Wu. 5686-5697 [doi]
• IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method MappingNibir Chandra Mandal, Oishee Bintey Hoque, Abhijin Adiga, Samarth Swarup, Mandy L. Wilson, Lu Feng 0001, Yangfeng Ji, Miaomiao Zhang 0002, Geoffrey C. Fox, Madhav V. Marathe. 5698-5709 [doi]
• Flexible Generation of Preference Data for Recommendation AnalysisSimone Mungari, Erica Coppolillo, Ettore Ritacco, Giuseppe Manco 0001. 5710-5721 [doi]
• Capillary Dataset: A Dataset of Nail-fold Capillaries Captured by Microscopy for Diabetes DetectionHang Nguyen Thi Phuong, Hieyong Jeong. 5722-5729 [doi]
• EBES: Easy Benchmarking for Event SequencesDmitry Osin, Igor Udovichenko, Egor Shvetsov, Viktor Moskvoretskii, Evgeny Burnaev. 5730-5741 [doi]
• Judge Anything: MLLM as a Judge Across Any ModalityShu Pu, Yaochen Wang, Dongping Chen, Yuhang Chen, Guohao Wang, Qi Qin, Zhongyi Zhang, Zhiyuan Zhang, Zetong Zhou, Shuang Gong, Yi Gui, Yao Wan 0001, Philip S. Yu. 5742-5753 [doi]
• SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language ModelsChuan Qin 0002, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen 0073, Yihang Cheng 0001, Jingyi Zhao, Meng Xiao 0001, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu 0002, Chengzan Li, Yuanchun Zhou, Hui Xiong 0001, Hengshu Zhu. 5754-5765 [doi]
• Towards Understanding Link Predictor Generalizability Under Distribution ShiftsJay Revolinsky, Harry Shomer, Jiliang Tang. 5766-5776 [doi]
• Towards Better Benchmark Datasets for Inductive Knowledge Graph CompletionHarry Shomer, Jay Revolinsky, Jiliang Tang. 5777-5788 [doi]
• BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life PredictionRuifeng Tan, Weixiang Hong, Jiayue Tang, Xibin Lu, Ruijun Ma, Xiang Zheng, Jia Li 0009, Jiaqiang Huang, Tong-Yi Zhang. 5789-5800 [doi]
• A Guide to Misinformation Detection Data and EvaluationCamille Thibault, Jacob-Junqi Tian, Gabrielle Péloquin-Skulski, Taylor Lynn Curtis, James Zhou, Florence Laflamme, Luke Yuxiang Guan, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine. 5801-5809 [doi]
• A Framework for Evaluating AI Agents in Open-Ended Conversations via Scripted SimulationClarice Wang, Yimin Shi 0001, Xiaokui Xiao. 5810-5818 [doi]
• SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental FactorsYuanlong Wang, PengQi Wang, Changchang Yin, Ping Zhang 0016. 5819-5830 [doi]
• BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving SystemsYuxin Wang 0003, Yuhan Chen, ZeYu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He 0019, Rui Guo, Xin Wang, Qiang Wang 0022, Amelie Chi Zhou, Xiaowen Chu 0001. 5831-5841 [doi]
• When Graph Meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graph LearningHao Yan 0004, Chaozhuo Li, Jun Yin 0005, Zhigang Yu, Weihao Han, Mingzheng Li, Zhengxin Zeng, Hao Sun 0015, Senzhang Wang. 5842-5853 [doi]
• UP-Bench: A Benchmark for Underwater Path Planning AlgorithmsDi Yang, Yanhai Xiong. 5854-5865 [doi]
• Benchmarking Graph Foundation ModelsJinyu Yang, Liangwei Yang, Zeyuan Guo, Jiayi Gao, Jing Wu, Tianhao Chai, Hai Huang, Cheng Yang 0002, Chuan Shi 0001. 5866-5875 [doi]
• k-CQA: Towards Knowledge Graph Complex Query Answering beyond Set OperationHang Yin 0008, Zihao Wang 0001, Weizhi Fei, Yangqiu Song. 5876-5887 [doi]
• IdeaBench: Benchmarking Large Language Models for Research Idea GenerationSikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Albert Huang, Myles Kim, Corey M. Williams, Stefan Bekiranov, Aidong Zhang. 5888-5899 [doi]
• HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and BenchmarkJianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu 0165, Yang Hua 0001, Zhenzhe Zheng, Jian Cao 0001, Qiang Yang 0001. 5900-5911 [doi]
• TrustGLM: Evaluating the Robustness of GraphLLMs Against Prompt, Text, and Structure AttacksQihai Zhang, Xinyue Sheng, Yuanfu Sun, Qiaoyu Tan. 5912-5923 [doi]
• Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual ExplanationsYifei Zhang 0006, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao 0002. 5924-5935 [doi]
• IVMR suite: An Industrial-scale Virtual Machine Rescheduling Dataset and Benchmark for Elastic Cloud ServiceYupeng Zhang, Xu Wan 0001, Xiangyun Kong, Chao Yang, Binda Ma, Wotao Yin, Jian Zhou. 5936-5947 [doi]
• TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text DetectorsJingyi Zheng, Junfeng Wang, Zhen Sun 0001, Wenhan Dong, Yule Liu, Xinlei He 0001. 5948-5959 [doi]
• Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and EvaluationYihang Zheng, Bo Li 0026, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin 0001, Guoliang Li 0001, Jinsong Su. 5960-5971 [doi]
• Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video UnderstandingTong Zeng, Longfeng Wu, Liang Shi, Dawei Zhou 0003, Feng Guo. 5972-5983 [doi]
• Large Language Models: Architecture and Training. From Next-Word Prediction to ReasoningJay Alammar. 5984 [doi]
• Improving Learning Efficacy on Duolingo via Generative AI and the Learner Feedback LoopNatalie S. Glance. 5985 [doi]
• Charting Pathways to AI-Enabled HealthcareNina Mishra. 5986 [doi]
• Generative Information RetrievalMarc Najork. 5987 [doi]
• KDD 2025 Panel on AI for ScienceVipin Kumar 0001, Yan Liu 0002, Aidong Zhang. 5988 [doi]
• Synthetic Tabular Data: Methods, Attacks and DefensesGraham Cormode, Samuel Maddock, Enayat Ullah, Shripad Gade. 5989-5998 [doi]
• Relational Deep Learning: Challenges, Foundations and Next-Generation ArchitecturesVijay Prakash Dwivedi, Charilaos I. Kanatsoulis, Shenyang Huang, Jure Leskovec. 5999-6009 [doi]
• Graph Prompting for Graph Learning Models: Recent Advances and Future DirectionsXingbo Fu, Zehong Wang, Zihan Chen 0002, Jiazheng Li 0012, Yaochen Zhu, Zhenyu Lei 0004, Cong Shen 0001, Yanfang Ye 0001, Chuxu Zhang, Jundong Li. 6010-6020 [doi]
• Hyperbolic Deep Learning for Foundation Models: A SurveyNeil He, Hiren Madhu, Ngoc Bui, Menglin Yang 0001, Rex Ying. 6021-6031 [doi]
• Retrieval And Structuring Augmented Generation with Large Language ModelsPengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong 0005, Runchu Tian, Jiawei Han 0001. 6032-6042 [doi]
• Multi-modal Time Series Analysis: A Tutorial and SurveyYushan Jiang, Kanghui Ning, Zijie Pan, Xuyang Shen, Jingchao Ni, Wenchao Yu, Anderson Schneider, Haifeng Chen, Yuriy Nevmyvaka, Dongjin Song. 6043-6053 [doi]
• Finding Repeated Structures in Time Series: Algorithms and Applications: A Unifying View of Time Series Motifs/Shapelets/Chains and Similar PrimitivesEamonn J. Keogh. 6054-6062 [doi]
• Foundation Models for Spatio-Temporal Data Science: A Tutorial and SurveyYuxuan Liang 0002, Haomin Wen, Yutong Xia, Ming Jin 0005, Bin Yang 0002, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong. 6063-6073 [doi]
• Diffusion Models for Recommender Systems: From Content Distribution To Content CreationJianghao Lin, Yang Cao, Yong Yu 0001, Weinan Zhang 0001. 6074-6085 [doi]
• Data Heterogeneity Modeling for Trustworthy Machine LearningJiashuo Liu, Peng Cui 0001. 6086-6095 [doi]
• Large Language Model Enhanced Recommender Systems: Methods, Applications and TrendsQidong Liu 0002, Xiangyu Zhao 0001, Yuhao Wang 0006, Yejing Wang, Zijian Zhang 0009, Yuqi Sun, Xiang Li 0113, Maolin Wang 0001, Pengyue Jia, Chong Chen 0001, Wei Huang 0046, Feng Tian 0002. 6096-6106 [doi]
• Uncertainty Quantification and Confidence Calibration in Large Language Models: A SurveyXiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin 0001, Hua Wei 0001. 6107-6117 [doi]
• Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural NetworksZewen Liu 0005, Xiaoda Wang, Bohan Wang, Zijie Huang 0002, Carl Yang 0001, Wei Jin 0009. 6118-6128 [doi]
• Evaluation and Benchmarking of LLM Agents: A SurveyMahmoud Mohammadi, Yipeng Li, Jane Lo, Wendy Yip. 6129-6139 [doi]
• A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation ModelsLiangbo Ning 0001, Ziran Liang, Zhuohang Jiang, Haohao Qu, Yujuan Ding, Wenqi Fan, Xiaoyong Wei, Shanru Lin, Hui Liu 0031, Philip S. Yu, Qing Li 0001. 6140-6150 [doi]
• Advances in Time-Series Anomaly Detection: Algorithms, Benchmarks, and Evaluation MeasuresJohn Paparrizos, Paul Boniol, Qinghua Liu, Themis Palpanas. 6151-6161 [doi]
• The Hitchhikers Guide to Production-ready Trustworthy Foundation Model Powered Software (FMware)Kirill Vasilevski, Gopi Krishnan Rajbahadur, Gustavo Ansaldi Oliva, Benjamin Rombaut 0002, Keheliya Gallaba, Filipe Roseiro Côgo, Jiahuei (Justina) Lin, Dayi Lin, Haoxiang Zhang 0001, Bouyan Chen, Kishanthan Thangarajah, Ahmed E. Hassan, Zhen Ming (Jack) Jiang. 6162-6172 [doi]
• A Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and TrustworthinessFali Wang, Minhua Lin, Yao Ma 0001, Hui Liu 0031, Qi He 0002, Xianfeng Tang, Jiliang Tang, Jian Pei 0001, Suhang Wang. 6173-6183 [doi]
• Graph Foundation Models: Challenges, Methods, and Open QuestionsZehong Wang, Chuxu Zhang, Jundong Li, Nitesh V. Chawla, Yanfang Ye 0001. 6184-6194 [doi]
• A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and HealthcareRan Xu 0002, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun 0001, Carl Yang 0001. 6195-6205 [doi]
• A Survey on Deep Learning based Time Series Analysis with Frequency TransformationKun Yi 0001, Qi Zhang 0020, Wei Fan 0010, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu 0004, Qingsong Wen, Hui Xiong 0001. 6206-6215 [doi]
• A Survey on Trustworthy LLM Agents: Threats and CountermeasuresMiao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang 0002, Junyuan Mao, Linsey Pang, Tianlong Chen 0001, Kun Wang 0056, Xinfeng Li, Yongfeng Zhang 0003, Bo An 0001, Qingsong Wen. 6216-6226 [doi]
• A Survey on Model Extraction Attacks and Defenses for Large Language ModelsKaixiang Zhao, Lincan Li, Kaize Ding, Neil Zhenqiang Gong, Yue Zhao 0016, Yushun Dong. 6227-6236 [doi]
• Boost the Performance of Tabular Data Models with GPU Accelerated Feature EngineeringChris Deotte, Ronay Ak. 6237-6238 [doi]
• CausalBench: Causal Learning Research StreamlinedAhmet Kapkiç, Pratanu Mandal, Abhinav Gorantla, Shu Wan 0002, Ertugrul Çoban, Paras Sheth, Huan Liu 0001, K. Selçuk Candan. 6239-6240 [doi]
• Training Industry-scale GNNs with GiGLYozen Liu, Tong Zhao 0003, Matthew Kolodner, Kyle Montemayor, Shubham Vij, Neil Shah. 6241-6242 [doi]
• MEDS: Building Models and Tools in a Reproducible Health AI EcosystemMatthew B. A. McDermott, Justin Xu, Teya S. Bergamaschi, Hyewon Jeong, Simon A. Lee, Nassim Oufattole, Patrick Rockenschaub, Kamile Stankeviciute, Ethan Steinberg, Jimeng Sun 0001, Robin Van De Water, Michael Wornow, John Wu, Zhenbang Wu. 6243-6244 [doi]
• A Hands-on Tutorial on Time Series Imputation with ImputeGAPQuentin Nater, Mourad Khayati, Philippe Cudré-Mauroux. 6245-6246 [doi]
• Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic InterpretabilityEliana Pastor, Eleonora Poeta, André Panisson, Alan Perotti, Gabriele Ciravegna. 6247-6248 [doi]
• Practical Guidance and Tutorial on Incentivizing Reasoning in LLMs using Distillation and Reinforcement LearningZhaopeng Qiu, Jingqi Zhang, Shuang Yu, Shuai Zhang, Junjie Lai. 6249-6250 [doi]
• Enhancing Digital Forensics Evidence Analysis with Large Language ModelsEric Xu, Lin Deng 0001. 6251-6252 [doi]
• Responsible AI DayEbrahim Bagheri, Faezeh Ensan, Calvin Hillis, Reihaneh Rabbany, Robin Cohen, Benjamin C. M. Fung, Sébastien Gambs. 6253-6254 [doi]
• KDD 2025 - AI Reasoning DayJun Huan, Xiangyu Zhang, Ye Xing, Wee Hyong Tok, Ruzica Piskac. 6255-6256 [doi]
• KDD Health Day 2025: Harnessing AI Opportunities in Biomedicine and HealthcarePeipei Ping, Wei Ding 0003, Carl Yang 0001. 6257-6258 [doi]
• Canada AI DayFilippo Maria Sposini, Aijun An. 6259-6260 [doi]
• AI and Science DayAidong Zhang, Vipin Kumar 0001, Yan Liu 0002. 6261 [doi]
• AdKDD 2025Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan. 6262-6263 [doi]
• Fourth Workshop on Personalization and Recommendations in Search (PaRiS)Sudarshan Lamkhede, Moumita Bhattacharya. 6264-6265 [doi]
• AI for Supply Chain: Today and FutureRanak Roy Chowdhury, Yan Liu 0002, Huiming Qu, Qingsong Wen, Chen-Yu Lee, Narendra Agrawal, Alexis Roos. 6266-6267 [doi]
• International Workshop on Online and Adaptive Recommender Systems (OARS 2025)Xiquan Cui, Derek Zhiyuan Cheng, Fei Liu, Tao Ye 0001, Julian J. McAuley, Vachik S. Dave, Stephen Guo. 6268-6269 [doi]
• KDD 2025 Workshop on Prompt OptimizationHaibo Ding, Shuai Wang, Kiran Ramnath, Yi Zhang, Lin Lee Cheong. 6270-6271 [doi]
• Fragile Earth: Innovative AI For Climate Risk MitigationEmre Eftelioglu, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Kathleen Buckingham, Auroop R. Ganguly, James Hodson 0003. 6272-6273 [doi]
• AI4DE: The 1st International Workshop on AI for Data EditingYanjie Fu, Kunpeng Liu 0001, Dongjie Wang, Xiangliang Zhang 0001, Khalid K. Osman, Charu Aggarwal 0001, Suzanne M. Shontz, Huan Liu 0001, Jian Pei 0001. 6274-6275 [doi]
• TSMO 2025: Two-sided Marketplace Optimization: Search, Discovery, Matching, Pricing & GrowthMihajlo Grbovic, Vladan Radosavljevic, Amit Goyal, Rui Song 0006, Minmin Chen, Zhiwei Qin 0001, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Hongtu Zhu, Fabrizio Silvestri. 6276-6277 [doi]
• The 2nd Workshop on Large Language Models for E-CommerceHaoyu Han 0001, Fali Wang, Chen Luo 0003, Hui Liu 0031, Jing Huang, Zhen Li, Zhenwei Dai, Qi He 0002, Yiwei Sun, Dawei Yin 0001, Suhang Wang, Jiliang Tang, Jian Pei 0001, Xianfeng Tang. 6278-6279 [doi]
• Temporal Graph Learning WorkshopShenyang Huang, Daniele Zambon, Andrea Cini, Farimah Poursafaei, Jacob Chmura, Julia Gastinger, Reihaneh Rabbany, Michael M. Bronstein. 6280-6281 [doi]
• SciSoc LLM Workshop: Large Language Models for Scientific and Societal AdvancesWei Jin 0009, Lu Cheng 0001, Wenpeng Yin 0001, Xianfeng Tang, Qingsong Wen, Danai Koutra, B. Aditya Prakash, Yan Liu 0002. 6282-6283 [doi]
• The 14th International Workshop on Urban ComputingYuxuan Liang 0002, Yu Zheng 0004, Chuishi Meng, Yanhua Li, Jieping Ye, Philip S. Yu, Ouri Wolfson. 6284-6285 [doi]
• KDD Workshop on Evaluation and Trustworthiness of Agentic and Generative AIYuan Ling, Shujing Dong, Zheng Chen 0010, Yarong Feng, Sadid Hasan, George Karypis, Chandan K. Reddy. 6286-6287 [doi]
• 8th Workshop on Machine Learning in FinanceSaurabh Nagrecha, Isha Chaturvedi, Senthil Kumar, Nitesh V. Chawla, Mahashweta Das, Daksha Yadav, José A. Rodríguez-Serrano, Eren Kurshan. 6288-6289 [doi]
• 3rd Workshop on Causal Inference and Machine Learning in PracticeJeong-Yoon Lee, Jing Pan, Yifeng Wu, Totte Harinen, Paul Lo, Zhenyu Zhao, Huigang Chen, Sichao Yin, Roland Stevenson, Jingshen Wang, Yingfei Wang, Chu Wang, Zeyu Zheng 0002. 6290-6291 [doi]
• The 11th Mining and Learning from Time Series (MILETS): From Classical Methods to LLMsSanjay Purushotham, Dongjin Song, Qingsong Wen, Jun Huan, Yuxuan Liang 0002, Cong Shen 0001, Stefan Zohren, Yuriy Nevmyvaka. 6292-6293 [doi]
• Second Workshop on Generative AI for Recommender Systems and PersonalizationNarges Tabari, Aniket Deshmukh 0001, Wang-Cheng Kang, Julian J. McAuley, James Caverlee, Neil Shah, George Karypis. 6294-6295 [doi]
• Machine Learning on Graphs in the Era of Generative Artificial IntelligenceYu Wang 0160, Yu Zhang 0044, Zhichun Guo, Harry Shomer, Haoyu Han 0001, Tyler Derr, Nesreen K. Ahmed, Mahantesh Halappanavar, Jiliang Tang. 6296-6297 [doi]
• The 4th Workshop on AI Agent for Information Retrieval: Generating and RankingQingsong Wen, Yongfeng Zhang 0003, Zhiwei Liu 0001, Julian J. McAuley, Hua Wei 0001, Linsey Pang, Wei Liu 0007, Philip S. Yu. 6298-6299 [doi]
• Agentic AI for Enterprise: Emerging Applications and Real-world ChallengesAnbang Xu, Min Du 0003, Tan Yu, Meghana Puvvadi, Tao Yu 0009, Yufan Guo, Xinyun Chen, Justin Gottschlich. 6300-6301 [doi]
• KDD 2025 Workshop on Inference Optimization for Generative AIPanpan Xu, Youngsuk Park, Lin Lee Cheong, Yida Wang 0003, Yiying Zhang 0005, George Karypis, Sherry Marcus. 6302-6303 [doi]
• th International Workshop on Data Mining in Bioinformatics (BIOKDD 2025)Da Yan 0001, Truong-Son Hy, Jake Y. Chen, Mohammed J. Zaki. 6304-6305 [doi]
• FedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph AnalyticsCarl Yang 0001, Guancheng Wan, Zhuangdi Zhu, Zheng Xu 0002, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou. 6306-6307 [doi]
• RelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge DiscoveryChuxu Zhang, Kaize Ding, Jundong Li, Dongkuan Xu, Haoyu Wang 0004, Derek Zhiyuan Cheng, Huan Liu 0001. 6308-6309 [doi]
• The 4th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)Chen Zhao 0010, Feng Chen 0001, Xintao Wu, Haifeng Chen. 6310-6311 [doi]
• 4th Workshop on End-End Customer Journey OptimizationHongying Zhao, Mert Bay, Zhenyu Zhao, Bradley C. Turnbull, Anbang Xu, Neha Gupta. 6312-6313 [doi]
• 4th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)Xujiang Zhao, Chen Zhao 0010, Feng Chen 0001, Jin-Hee Cho, Hua Wei 0001, Haifeng Chen. 6314-6315 [doi]
• The 6th International Workshop on Talent and Management Computing (TMC 2025)Hengshu Zhu, Yong Ge, Hui Xiong 0001, Ee-Peng Lim. 6316-6317 [doi]
• SKnow-LLM Workshop: Structured Knowledge for Large Language ModelsQi Zhu 0008, Xiusi Chen, Yu Zhang 0044, Soji Adeshina, Costas Mavromatis, Zhen Han, Vassilis N. Ioannidis, Leman Akoglu, Danai Koutra, Huzefa Rangwala. 6318-6319 [doi]