Accepted Papers - Short Papers

  • (srp003) DOS: Dual-Flow Orthogonal Semantic IDs for Recommendation in Meituan — Junwei Yin:Meituan;Senjie Kou:Meituan;Changhao Li:Meituan;Shuli Wang:Meituan;Yinqiu Huang:Meituan;Xue Wei:Meituan;Yinhua Zhu:Meituan;Haitao Wang:Meituan;Xingxing Wang:Meituan
  • (srp012) RASTP: Representation-Aware Semantic Token Pruning for Generative Recommendation with Semantic Identifiers — Tianyu Zhan:Zhejiang University;Kairui Fu:Zhejiang University;Zheqi Lv:Zhejiang University;Shengyu Zhang:Zhejiang University
  • (srp035) Few-shot and Zero-shot Audience Expansion with User and Task Model Pre-training on Tabular Data — Siwei Qiang:MYBank, Ant Group;Pengyu Li:MYBank, Ant Group;Zhe Yu:MYBank, Ant Group;Mengyao Sun:Beijing Jiaotong University;Jun Chen:MYBank, Ant Group;Bo Zheng:MYBank, Ant Group
  • (srp037) Learning To Generate Effective Health Advertisements — Yuval Saadaty:Department of Computer Science, Bar Ilan University;Elad Yom-Tov:Department of Computer Science, Bar Ilan University
  • (srp040) Decentralized in Name Only: The Centralization of DAO Labor — Lingling Zhang:Toronto Metropolitan University;Morteza Zihayat:Toronto Metropolitan University;Ebrahim Bagheri:University of Toronto
  • (srp062) A Reinforcement Learning Based Hyper-Parameter Generation System Guided by LLM-Powered Virtual Users — Changlin Qiu:Alibaba Group;Bang Lin:Alibaba Group;Tao Zhang:Alibaba Group;Chengfu Huo:Alibaba Group
  • (srp064) DualGR: Generative Retrieval with Long and Short-Term Interests Modeling — Zhongchao Yi:University of Science and Technology of China;Kai Feng:Kuaishou Technology;Xiaojian Ma:Kuaishou Technology;Yalong Wang:Kuaishou Technology;Yongqi Liu:Kuaishou Technology;Han Li:Kuaishou Technology;Zhengyang Zhou:University of Science and Technology of China,Suzhou Institute for Advanced Research, University of Science and Technology of China;Yang Wang:University of Science and Technology of China,Suzhou Institute for Advanced Research, University of Science and Technology of China
  • (srp106) Cascaded Verification Framework: A Progressive Approach for Mitigating Hallucinations in Large Language Models — Shu Zhou:Nanjing University;Yufei Song:Nanjing University;Jinman Leng:Nanjing University;Xin Wang:Baidu Inc.;Tao Fan:Nanjing University of Finance & Economics;Hao Wang:Nanjing University
  • (srp136) Hidden-in-Plain-Text: A Benchmark for Social-Web Indirect Prompt Injection in RAG — Haoze Guo:University of Wisconsin - Madison;Ziqi Wei:University of Wisconsin - Madison
  • (srp142) Activation Caching for Retrieval-Augmented Generation — Shu Zhou:School of Information Management, Nanjing University;Yufei Song:School of Information Management, Nanjing University;Jinman Leng:School of Information Management, Nanjing University;Xin Wang:Baidu Inc.;Tao Fan:Nanjing University of Finance & Economics;Hao Wang:School of Information Management, Nanjing University
  • (srp145) PH-EMO: Decoding Emotions from the Brain Inward – EEG-Grounded Multimodal Reasoning with LLMs — Kehong Liu:Department of Computer Science, Hong Kong Baptist University;Yang Liu:Department of Computer Science, Hong Kong Baptist University;Jiming Liu:Department of Computer Science, Hong Kong Baptist University
  • (srp152) GPR: Empowering Generation with Graph-Pretrained Retriever — Xiaochen Wang:The Pennsylvania State University;Zongyu Wu:The Pennsylvania State University;Yuan Zhong:The Pennsylvania State University;Xiang Zhang:The Pennsylvania State University;Suhang Wang:The Pennsylvania State University;Fenglong Ma:The Pennsylvania State University
  • (srp155) Graph Discrete Prompt Optimization for Knowledge Graph Question Answering — Wooyoung Kim:Department of Industrial Engineering, Yonsei University;Haemin Jung:Department of Industrial and Management Engineering, Korea National University of Transportation;Byeongjin Kim:Department of Industrial Engineering, Yonsei University;Suhyeon Kwon:Department of Intelligent Data and Optimization, Yonsei University;Wooju Kim:Department of Industrial Engineering, Yonsei University
  • (srp163) WITHDRAWN 1/29/26, email from chairs -- Exploring Latent Preference with Interest-Guided Collaborative Expansion for Multimodal Recommendation — Jiuqiang Li:Southwest Jiaotong University;Hongjun Wang:Southwest Jiaotong University
  • (srp168) Improving the Accuracy of Community Detection on Signed Networks via Community Refinement and Contrastive Learning — Hyunuk Shin:Chungbuk National University;Hojin Kim:Chungbuk National University;Chanyoung Lee:Chungbuk National University;Yeon-Chang Lee:Ulsan National Institute of Science and Technology;David Yoon Suk Kang:Chungbuk National University
  • (srp182) AIMER: Affective Intention-guided Multimodal Emotion Reasoner for Visual Emotion Analysis in Social Media — Yubeen Lee:Sungkyunkwan Universtiy;Shinyu Park:Sungkyunkwan University;Jiwon Park:Sungkyunkwan Universtiy;Eunil Park:Sungkyunkwan Universtiy
  • (srp193) SIR-Teach: Student-Implicit Reward Teaching — Haochen You:William and Mary,Columbia University;Baojing Liu:Hebei Institute of Communications
  • (srp199) Generative Retrieval for E‑commerce: Jointly Learning Embedding and Codebook with Same Product Cluster — Songtao Fang:Alibaba Group;Zihao Xu:Alibaba Group;Shaowei Wei:Alibaba Group;Jin Zhang:Alibaba Group;Zhuojun Wang:Alibaba Group
  • (srp200) Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission Solution — Long Chen:Simon Fraser University;Hao Fang:Simon Fraser University;Yi Ching Chou:Simon Fraser University;Haoyuan Zhao:Simon Fraser University;Xiaoyi Fan:Jiangxing Intelligence Inc.;Zhe Chen:Fudan University;Hengzhi Wang:Shenzhen University;Jiangchuan Liu:Simon Fraser University
  • (srp205) Access Controlled Website Interaction for Agentic AI with Delegated Critical Tasks — Sunyoung Kim:Arizona State University;Hokeun Kim:Arizona State University
  • (srp224) Infer As You Train: A Symmetric Paradigm of Masked Generative for Click-Through Rate Prediction — Moyu Zhang:Alibab Group;Yujun Jin:Alibaba Group;Yun Chen:Alibaba Group;Jinxin Hu:Alibaba Group;Yu Zhang:Alibaba Group;Xiaoyi Zeng:Alibaba Group
  • (srp225) Learning Probabilistic Distributions for CTR Uncertainty — Biho Kim:Kakao Corp.
  • (srp228) Structure Over Scale: Diagnosing Liquidity Fragility in Concentrated-Liquidity AMMs — Qiangqiang Liu:Binance;Runfa Jiang:Binance;Qian Huang:Binance;Frank Fan:Binance;Kunpeng Ren:National University of Singapore;Wei Cai:University of Washington
  • (srp231) Fedivertex: a Graph Dataset based on Decentralized Social Media — Marc Damie:University of Twente,Inria;Edwige Cyffers:Institute of Science and Technology Austria
  • (srp244) Cost Ratio Aware Algorithm for Representative Subset Selection — Tong Cheng:Nanyang Technological University;Xueyan Tang:Nanyang Technological University
  • (srp261) Let It Try First: Uncertainty-Guided Retrieval Switching for Retrieval-Augmented Question Answering — Xiaohai Wang:School of Software, Yunnan University;Yu Liang:School of Software, Yunnan University;Wei Zhou:School of Engineering, Yunnan University;Sixing Wu:School of Software, Yunnan University
  • (srp266) DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou — Qinyao Li:Kuaishou Technology;Xiaoyang Zheng:Kuaishou Technology;Qihang Zhao:Kuaishou Technology;Ke Xu:City University of Hong Kong;Zhongbo Sun:Kuaishou Technology;Chao Wang:Kuaishou Technology;Chenyi Lei:Kuaishou Technology;Han Li:Kuaishou Technology;Wenwu Ou:Independent
  • (srp281) LLM Reasoning for Cold-Start Item Recommendation — Shijun Li:The University of Texas at Austin;Yu Wang:Capital One AI Foundations;Jin Wang:Netflix;Ying Li:Netflix;Joydeep Ghosh:The University of Texas at Austin;Anne Cocos:Netflix
  • (srp282) Hierarchical Layer Attention with Contrastive Learning for Robust Audio Deepfake Detection — Zhili Nicholas Liang:University of Melbourne;Soyeon Caren Han:School of computing and information systems, University of Melbourne;Qizhou Wang:University of Melbourne;Christopher Leckie:University of Melbourne
  • (srp284) Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint — Rahul Vaze:School of Technology and Computer Science, Tata Institute of Fundamental Research Mumbai;Abhishek Sinha:School of Technology and Computer Science, Tata Institute of Fundamental Research Mumbai
  • (srp288) OMGRec: One-time Matching-based Generative Rerank with Permutation-level Modeling in E-commerce — Junwei Xu:Shenzhen Key Laboratory of Ubiquitous Data Enabling, Shenzhen International Graduate School, Tsinghua University;Zhibo Xiao:Taobao & Tmall Group of Alibaba;Chuxin Chen:Taobao & Tmall Group of Alibaba;Chengyu Lai:Taobao & Tmall Group of Alibaba;Qijie Shen:Taobao & Tmall Group of Alibaba;Jiuning Lin:Taobao & Tmall Group of Alibaba;Dimin Wang:Taobao & Tmall Group of Alibaba;Jialin Zhu:Taobao & Tmall Group of Alibaba;Xiao-Ping Zhang:Shenzhen Key Laboratory of Ubiquitous Data Enabling, Shenzhen International Graduate School, Tsinghua University
  • (srp290) LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models — Tianyu Zhang:University of Science and Technology of China;Junfeng Fang:National University of Singapore;Houcheng Jiang:University of Science and Technology of China;Xingyu Zhu:University of Science and Technology of China;Xiang Wang:University of Science and Technology of China;Xiangnan He:MoE Key Lab of BIPC, University of Science and Technology of China
  • (srp300) Img2KG: Ontology-Driven Correction of Visual Triples — Christina Kanetou:Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH),Computer Science Department, University of Crete;Yannis Tzitzikas:Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH),Computer Science Department, University of Crete
  • (srp301) A Life‑Cycle Assessment of the Hidden Environmental Cost of Selfies — Tilen Hliš:Faculty of Electrical Engineering and Computer Science, University of Maribor;Urška Butolen:Faculty of Mechanical Engineering, University of Maribor;Iztok Fister:Faculty of Electrical Engineering and Computer Science, University of Maribor;Iztok Fister:Faculty of Electrical Engineering and Computer Science, University of Maribor
  • (srp303) We May Not Need Much Visual Encoding of Web Data for Question Answering — Tan Yue:Wangxuan Institute of Computer Technology, Peking University;Qiong Wu:Wangxuan Institute of Computer Technology, Peking University;Dongyan Zhao:Wangxuan Institute of Computer Technology, Peking University,National Engineering Research Center of New Electronic Publishing Technologies
  • (srp306) CityVerse: A Unified Data Framework for Evaluating Large Language Models in Urban Computing — Yaqiao Zhu:Department of Computer Science, University of Exeter;Hongkai Wen:Department of Computer Science, University of Warwick;Mark Birkin:School of Geography, University of Leeds;Man Luo:Department of Computer Science, University of Exeter
  • (srp312) An Improved Combinatorial Algorithm for Edge-Colored Clustering in Hypergraphs — Seongjune Han:Department of Mathematics, Texas A&M University;Nate Veldt:Department of Computer Science and Engineering, Texas A&M University
  • (srp319) BitHeteroNet: A Heterogeneous Network Benchmark for Enhanced Anomaly Detection in Bitcoin Transactions — Zheng Gong:Thrust of Artificial Intelligence, Hong Kong University of Science and Technology (Guangzhou);Shuheng Shen:Tiansuan Lab, Ant group;Changhua Meng:Tiansuan Lab, Ant group;Ying Sun:Thrust of Artificial Intelligence, Hong Kong University of Science and Technology (Guangzhou)
  • (srp322) Feature-PI: A Data Repository for Learning-based Feature Importance Estimation — Yin Lou:Ant Group
  • (srp333) BiCare: Bi-Objective Set Similarity with Box Embeddings for Safe and Effective Healthcare Decision Support — Guofang Ma:Zhejiang Gongshang University;Pengxiang Zhan:Fuzhou University;Haoze Huang:Fuzhou University;Yanchao Tan:Fuzhou University
  • (srp347) ReMi-ReMath: A Reverse-Mutual Reasoning Framework for Enhancing Mathematical Thinking in Small Language Models — Dae Kyoo Kim:Sungkyunkwan University;Sang Kyu Moon:Sungkyunkwan University;Eunil Park:Sungkyunkwan Universtiy
  • (srp354) Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models — Harry Proshian:Steklov Institute of Mathematics;Nikita Severin:Independent Researcher;Sergey Nikolenko:ISP RAS,Steklov Institute of Mathematics;Ivan Kireev:Sber AI Lab;Andrey Savchenko:Sber AI Lab,HSE University;Ivan Sergeev:Sber;Maria Postnova:Sber;Ilya Makarov:AIRI,ISP RAS
  • (srp356) GlotWeb: Web Indexing for Minority Languages — Abdullah Al Sefat:Technical University of Munich;Amir Hossein Kargaran:Ludwig Maximilian University of Munich,Munich Center for Machine Learning;François Yvon:Sorbonne Université,CNRS;Hinrich Schütze:Ludwig Maximilian University of Munich,Munich Center for Machine Learning
  • (srp367) Graph Poisoning for Node Rank Manipulation — Seyed Mohammad Hosseini:Toronto Metropolitan University;Radin Hamidi Rad:Mila – Quebec AI Institute;Morteza Zihayat:Toronto Metropolitan University;Ebrahim Bagheri:University of Toronto
  • (srp377) P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis — Feifan Song:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University;Bofei Gao:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University;Yifan Song:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University;Yi Liu:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University;Weimin Xiong:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University;Yuyang Song:University of Southampton;Tianyu Liu:Peking University;Guoyin Wang:Alibaba Group;Houfeng Wang:State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University
  • (srp393) Interaction-level Membership Inference Attack for Recommender Systems via Cluster-based User Modeling — Danyang Zong:State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences,Zhengzhou University, Henan Institute of Advanced Technology;Kaike Zhang:State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences;Qi Cao:State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences;Du Su:State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences;Fei Sun:State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences
  • (srp419) CytoCrowd: A Multi-Annotator Benchmark Dataset for Cytology Image Analysis — Yonghao Si:Sun Yat-sen University,Hong Kong University of Science and Technology (Guang Zhou);Xingyuan Zeng:Sun Yat-sen University;Zhao Chen:Hong Kong University of Science and Technology (Guang Zhou);Libin Zheng:Sun Yat-sen University;Caleb Chen Cao:Hong Kong University of Science and Technology;Chen Lei:Hong Kong University of Science and Technology;Jian Yin:Sun Yat-sen University
  • (srp420) FilterRec: An Intent-Aware Framework for Dynamic Filter Recommendation — Dingxian Wang:Upwork,University of Technology Sydney;Jiacheng Dong:University of Technology Sydney;Jiaqi Deng:University of Technology Sydney;Jing Long:University of Technology Sydney;Ted Liu:Upwork;George Barelas:Upwork;Arya Taylor:Upwork;Spyros Kapnissis:Upwork;Frank Yang:Upwork;Andrew Rabinovich:Upwork;Guandong Xu:The Education University of Hong Kong
  • (srp424) MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web — Aaron Steiner:Data and Web Science Group, University of Mannheim;Ralph Peeters:Data and Web Science Group, University of Mannheim;Christian Bizer:Data and Web Science Group, University of Mannheim
  • (srp426) SIT-KGED: Simply Inject Topology into LLM for Knowledge Graph Error Detection — Ting Li:Sun Yat-sen University;Xingyi Mao:Sun Yat-sen University;Yipeng Yu:Alibaba Inc.;Liang Yao:Sun Yat-sen University
  • (srp433) ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents — Kyungho Kim:KAIST;Geon Lee:KAIST;Juyeon Kim:KAIST;Dongwon Choi:KAIST;Shinhwan Kang:KAIST;Kijung Shin:KAIST
  • (srp443) Suppression or Deletion: A Restoration-Based Representation-Level Analysis of Machine Unlearning — Yurim Jang:Department of Artificial Intelligence, Sungkyunkwan University;Jaeung Lee:Department of Computer Science and Engineering, Sungkyunkwan University;Dohyun Kim:Department of Computer Science and Engineering, Sungkyunkwan University;Jaemin Jo:Department of Computer Science and Engineering, Sungkyunkwan University;Simon S Woo:Department of Computer Science and Engineering, Sungkyunkwan University
  • (srp444) C^2-SFL:Class-Balanced and Cost-Aware Split Federated Learning for Mobile Edge Computing — Kai Cheng:China Three Gorges University;Zhengyu Zhang:East China Normal University;Tong Wu:Zhejiang Gongshang University;Huan Zhou:Northwestern Polytechnical University;Xinggang Fan:Zhejiang University of Technology
  • (srp445) SAGE-Prompt: Structured Attribution Guarded Explanation for Explainable Deepfake Question Answering — Jong-Chan Park:Gyeongsang National University;Myeongjun Kim:Gyeongsang National University;So-Hee Lim:Gyeongsang National University;Sang-Min Choi:Gyeongsang National University;Gun-Woo Kim:Gyeongsang National University
  • (srp448) Multi-source Multi-level Multi-token Ethereum Dataset and Benchmark Platform — Haoyuan Li:The University of Auckland;Mengxiao Zhang:University of Auckland Business School;Maoyuan Li:The University of Auckland;Jianzheng Li:The University of Auckland;Zijian Zhang:Beijing Institute of Technology;Junyi Yang:The University of Auckland;Shuangyan Deng:The University of Auckland;Jiamou Liu:The University of Auckland
  • (srp455) Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval Prediction — Yanan Cao:Walmart Global Tech;Farnaz Fallahi:Walmart Global Tech;Murali Mohana Krishna Dandu:Walmart Global Tech;Lalitesh Morishetti:Walmart Global Tech;Kai Zhao:Walmart Global Tech;Luyi Ma:Walmart Global Tech;Sinduja Subramaniam:Walmart Global Tech;Jianpeng Xu:Walmart Global Tech;Evren Korpeoglu:Walmart Global Tech;Kaushiki Nag:Walmart Global Tech;Sushant Kumar:Walmart Global Tech;Kannan Achan:Walmart Global Tech
  • (srp457) Beyond Playtesting: A Generative Multi-Agent Simulation System for Massively Multiplayer Online Games — Zhang Ran:LIGHTSPEED;Kun Ouyang:LIGHTSPEED;Tiancheng Ma:National University of Singapore;Yida Yang:Nanyang Technological University;Dong Fang:LIGHTSPEED
  • (srp460) COINS: Semantic Ids Enhanced Cold Item Representation for Click-through Rate Prediction in E-commerce Search — Qihang Zhao:Kuaishou Technology;Zhongbo Sun:Kuaishou Technology;Xiaoyang Zheng:Kuaishou Technology;Xian Guo:Kuaishou Technology;Siyuan Wang:Kuaishou Technology;Zihan Liang:Kuaishou Technology;Mingcan Peng:Kuaishou Technology;Ben Chen:Alibaba International Digital Commerce Group, Kuaishou Technology;Chenyi Lei:Kuaishou Technology
  • (srp462) AWMA-MoE: Attention-Guided Watermark Adapter with MoE for Latent Diffusion Models — Yicheng Huang:Harbin Institute of Technology, Shenzhen;Xinyu Xiao:Harbin Institute of Technology, Shenzhen;Jian Zhang:Peking University;Shuhan Qi:Harbin Institute of Technology, Shenzhen;Yulin Wu:Harbin Institute of Technology, Shenzhen;Xuan Wang:Harbin Institute of Technology, Shenzhen
  • (srp463) Towards Responsible Recommendations: A Daily Updated Ranking Model for Content Issue Detection — Haoze Wu:TikTok, Inc.;Chenghui Yu:TikTok, Inc.;Bingfeng Deng:TikTok, Inc.;Daniel Chen:TikTok, Inc.
  • (srp464) ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting — Haoxuan Li:University of Electronic Science and Technology of China;He Chang:Communication University of China;Yunshan Ma:Singapore Management University;Yi Bin:Tongji University;Yang Yang:University of Electronic Science and Technology of China;See-Kiong Ng:National University of Singapore;Tat-Seng Chua:National University of Singapore
  • (srp466) An 8-Way Taxonomy for Multimodal Disinformation and Detection Benchmark — Shuhan Cui:The University of Tokyo;Ruimin Chu:AI inside Inc.;Hanrui Wang:National Institute of Informatics;Patrick H. Chen:Binghamton University;Ching-Chun Chang:National Institute of Informatics;Isao Echizen:National Institute of Informatics
  • (srp470) DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation — Yifan Shao:The Chinese University of Hong Kong;Peilin Zhou:DSA Thrust, Information Hub, HKUST(GZ);Shoujin Wang:University of Technology Sydney;Weizhi Zhang:University of Illinois Chicago;Sunghun Kim:Hong Kong University of Science and Technology;Xu Cai:Jilin University
  • (srp481) Machine Learning as a Service (MLaaS) Dataset Generator Framework for IoT Environments — Deepak Kanneganti:School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University;Sajib Mistry:School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University;Sheik Mohammad Mostakim Fattah:School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University;Joshua Boland:School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University;Aneesh Krishna:School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University
  • (srp488) Explainable Graph Sparsification with Shapley Values — Selahattin Akkas:Intelligent Systems Engineering, Indiana University Bloomington;Ariful Azad:Computer Science and Engineering, Texas A&M University
  • (srp497) Coarse-Fine: A Novel VPA Strategy for Boosting Resource Utilization of Transient Offline Tasks — Yingying Wen:Bytedance;Yingzhi Chu:Zhejiang University;Zhongyu Wang:Bytedance;Zhecheng Lin:Bytedance;Fan Jiang:Bytedance;Wu Xiang:Bytedance;Rui Shi:Bytedance
  • (srp503) PAOSC: Plug-and-play Attention Optimization for Semantic Consistency in LLMs — Chang Li:Computer Network Information Center, Chinese Academy of Sciences;Yawei Liu:Computer Network Information Center, Chinese Academy of Sciences;Chun Long:Computer Network Information Center, Chinese Academy of Sciences;Jing Zhao:Computer Network Information Center, Chinese Academy of Sciences;Guanyao Du:Computer Network Information Center, Chinese Academy of Sciences
  • (srp504) Breaking Semantic-Aware Watermarks via LLM-Guided Coherence-Preserving Semantic Injection — Zheng Gao:University of New South Wales;Xiaoyu Li:University of New South Wales;Zhicheng Bao:University of New South Wales;Xiaoyan Feng:Griffith University;Jiaojiao Jiang:University of New South Wales
  • (srp508) Anonymous Linear Bandits for Multi-User Systems — Mohammad Reza Badri:EPFL;Hossein Esfandiari:Google Research;Samira Hossein Ghorban:Institute for Research in Fundamental Sciences;Alireza Rezaeimoghadam:Sharif University of Technology
  • (srp512) Efficient Learning of Sparse Representations from Interactions — Vojtech Vancura:Recombee,Faculty of Mathematics and Physics, Charles University;Martin Spišák:TopK,Faculty of Mathematics and Physics, Charles University;Rodrigo Alves:Czech Technical University in Prague;Ladislav Peska:Faculty of Mathematics and Physics, Charles University
  • (srp518) Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting — Sunho Kim:Computer Science and Engineering, Korea University;Susik Yoon:Computer Science and Engineering, Korea University
  • (srp528) CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval — Tsung-Hsiang Chou:National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Chen-Jui Yu:National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Shui-Hsiang Hsu:National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Yao-Chung Fan:National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer)
  • (srp539) EDTF: A Plug-and-Play Learning Framework for Estimated Delivery Time Task — Yichen Song:zhejiang university;Jianfeng Zhou:Bytedance;Renhao Cao:Bytedance;Jian-Ya Ding:Bytedance
  • (srp560) Understanding Post-Exploit Laundering Behavior on Ethereum — Xihan Xiong:Imperial College London;Junliang Luo:McGill University
  • (srp571) HAUTE: Harmonizing Action Units with Temporal-contextual Embeddings for Deepfake Detection — Chaewon Kang:Sungkyunkwan University;Youjin Lee:Sungkyunkwan University;Jinyoung Han:Sungkyunkwan University
  • (srp572) Auditing Textual Context in Sequence-Aware Explainable Recommendation — Alejandro Ariza-Casabona:University of Barcelona, CLiC-UBICS;Maria Salamó:University of Barcelona, CLiC-UBICS;Ludovico Boratto:University of Cagliari
  • (srp578) MACA: A Multi-Agent Cognitive Adaptation Framework for Human–Agent Collaborative Decision Making — Youn Jun Seong:Sungkyunkwan University, Department of Artificial Intelligence Convergence;Ha Young Oh:Sungkyunkwan University, Department of Artificial Intelligence Convergence
  • (srp580) Rethinking MoE with Retrieval-Memory Synergy: Towards Efficient Expert Coordination — Wanjie Tao:Mashang Consumer Finance Co., Ltd;Qun Dai:Nanjing University of Aeronautics and Astronautics;Yantong Lv:Mashang Consumer Finance Co., Ltd;Quan Lu:Mashang Consumer Finance Co., Ltd;Ning Jiang:Mashang Consumer Finance Co., Ltd;Zulong Chen:Alibaba Group
  • (srp592) Exploring Fine-Tuning for Tabular Foundation Models — Aditya Tanna:Lexsi Labs;Pratinav Seth:Lexsi Labs;Mohamed Bouadi:Lexsi Labs;Vinay Kumar Sankarapu:Lexsi Labs
  • (srp594) MGK-RAG: Multi-Granularity Knowledge Guided Retrieval-Augmented Generation for Radiology Report — Jiaqing Ma:Artificial Intelligence Institute, Shanghai University;Xiaodong Yue:Artificial Intelligence Institute, Shanghai University;Yufei Chen:School of Computer Science and Technology, Tongii University;Jie Shi:School of Computer Engineering and Science, Shanghai University;Zhipeng Wei:School of Computer Engineering and Science, Shanghai University;Zeyu Jia:Shanghai Yingtai Purun Medical Device Co., Ltd.
  • (srp601) Linguistic Signatures for Enhanced Emotion Detection — Florian Lecourt:LIRMM, University Montpellier II;Madalina Croitoru:LIRMM, Univ. Montpellier II;Konstantin Todorov:LIRMM, Univ. Montpellier II
  • (srp610) Do You Trust Me? Cognitive–Affective Signatures of Trustworthiness in Large Language Models — Gerard C. Yeo:National University of Singapore;Svetlana Churina:National University of Singapore;Kokil Jaidka:National University of Singapore
  • (srp612) Active Retrieval-Augmented Generation with Conflict-Fused Uncertainty Quantification — Tao Tang:Artificial Intelligence Institute, Shanghai University;Xiaodong Yue:Artificial Intelligence Institute, Shanghai University;Yufei Chen:School of Computer Science and Technology, Tongji University;Jie Shi:School of Computer Engineering and Science, Shanghai University;Shijie Ding:School of Computer Engineering and Science, Shanghai University
  • (srp613) Fact-Checking Strategies in Web: Lateral Navigation in the Browser Boosts Health Misinformation Detection Even Under Confirmation Bias — Elena Artemenko:Social & Cognitive Informatics Lab., HSE University;Olessia Koltsova:Social & Cognitive Informatics Lab., HSE University;Maksim Terpilovskii:Social & Cognitive Informatics Lab., HSE University;Natalia Khazova:Social & Cognitive Informatics Lab., HSE University
  • (srp616) Revisiting IPS-based Algorithms for Off-Policy Evaluation of Contextual Bandits — Daria Korovaitceva:HSE University;Marina Sheshukova:HSE University;Evgeny Frolov:Personalization Technologies,HSE University;Sergey Samsonov:HSE University
  • (srp620) SAGE-RAI: Design Patterns for Transparent RAG Systems — Joseph Kwarteng:The Open University;Aisling Third:The Open University;Alexander Mikroyannidis:The Open University;David Tarrant:The Open Data Institute;John Domingue:The Open University
  • (srp627) Towards Efficient and Interpretable Medical Concept Representation via Ontology-driven Residual Vector Quantization — Hang Lv:Fuzhou University;Kaisong Zhang:Fuzhou University;Yanchao Tan:Fuzhou University;Xing Chen:Fuzhou University
  • (srp628) Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations — Yu Xia:University of California, San Diego;Sungchul Kim:Adobe Research;Tong Yu:Adobe Research;Ryan A. Rossi:Adobe Research;Julian McAuley:University of California, San Diego
  • (srp637) Tuning Qwen2.5-VL to Improve Its Web Interaction Skills — Alexandra Yakovleva:Aalto University;Henrik Pärssinen:Aalto University;Harri Valpola:System 2 AI;Juho Kannala:Aalto University,University of Oulu;Alexander Ilin:System 2 AI
  • (srp640) VK-LSVD: A Large-Scale Industrial Dataset for Short-Video Recommendation — Aleksandr Poslavsky:VK AI;Alexander D'yakonov:VK AI;Yuriy Dorn:AI Center \& IAI MSU, Lomonosov Moscow State University;Andrey Zimovnov:VK AI
  • (srp641) NERdME: A Named Entity Recognition Dataset for Indexing Research Artifacts in Code Repositories — Genet Asefa Gesese:FIZ Karlsruhe,Karlsruhe Institute of Technology;Zongxiong Chen:Fraunhofer FOKUS;Shufan Jiang:IRIT, UT, CNRS, Toulouse INP,Université de Toulouse Jean Jaurès;Mary Ann Tan:FIZ Karlsruhe;Zhaotai Liu:FIZ Karlsruhe;Sonja Schimmler:Fraunhofer FOKUS,Technische Universität Berlin;Harald Sack:FIZ Karlsruhe,Karlsruhe Institute of Technology
  • (srp642) Beyond Item-Level Prediction: Fine-Grained CVR Modeling with Price SKU in E-Commerce Recommendation — Huiling Wu:Fudan University;Ao Zhang:Taobao & Tmall Group of Alibaba;Junwei Xu:SIGS, Tsinghua University;Boya Du:Taobao & Tmall Group of Alibaba;Jialin Zhu:Taobao & Tmall Group of Alibaba;Yuning Jiang:Taobao & Tmall Group of Alibaba;Dakai Zhai:Taobao & Tmall Group of Alibaba
  • (srp656) Enhancing Trusted Multi-View Classification via Adaptive Regularization Guided by View-Specific Biases — Zhiyuan Liu:School of Computer Engineering and Science, Shanghai University;Xiaodong Yue:Artificial Intelligence Institute, Shanghai University;Yufei Chen:School of Computer Science and Technology, Tongii University;Shijie Ding:School of Computer Engineering and Science, Shanghai University;Jie Shi:School of Computer Engineering and Science, Shanghai University
  • (srp671) Orion-Bix: Bi-Axial Attention for Tabular In-Context Learning — Mohamed Bouadi:Lexsi Labs;Pratinav Seth:Lexsi Labs;Aditya Tanna:Lexsi Labs;Vinay Kumar Sankarapu:Lexsi Labs
  • (srp676) Truth with a Twist: The Rhetoric of Persuasion in Professional vs. Community-Authored Fact-Checks — Olesya Razuvayevskaya:The University of Sheffield;Kalina Bontcheva:The University of Sheffield
  • (srp683) Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation — Hanqi Jin:Taobao & Tmall Group of Alibaba;Gaoming Yang:Taobao & Tmall Group of Alibaba;Zhangming Chan:Taobao & Tmall Group of Alibaba;Yapeng Yuan:Taobao & Tmall Group of Alibaba;Longbin Li:Taobao & Tmall Group of Alibaba;Fei Sun:University of Chinese Academy of Sciences;Yeqiu Yang:Taobao & Tmall Group of Alibaba;Jian Wu:Taobao & Tmall Group of Alibaba;Yuning Jiang:Taobao & Tmall Group of Alibaba;Bo Zheng:Taobao & Tmall Group of Alibaba
  • (srp689) Vertical Semi-Federated Learning for Efficient Online Advertising — Wenjie Li:Shenzhen International Graduate School, Tsinghua University;Shu-Tao Xia:Tsinghua University;Jiangke Fan:Meituan;Teng Zhang:Meituan;Xingxing Wang:Meituan
  • (srp694) MiniAMIE: Quick and Dirty Rule Mining on Knowledge Graphs — Luis Galárraga:Inria,University of Rennes;Julianne Guerbette:University of Rennes,CNRS;Isseïnie Sinouvassane:University of Rennes,CNRS;Paul Viallard:Inria,University of Rennes
  • (srp696) How Graphs Can Help You Stay Informed in an Evolving World — MohammadHossein Bateni:Google;Lin Chen:Google;Hossein Esfandiari:Research, Google;Sasan Tavakkol:Google
  • (srp704) What Is Your AI Agent Buying? Evaluation, Biases, Model Dependence, & Emerging Implications of Agentic E-Commerce — Amine Allouah:MyCustomAI;Omar Besbes:Columbia Business School;Josué D. Figueroa:MyCustomAI;Yash Kanoria:Columbia Business School;Akshit Kumar:Yale University
  • (srp705) PRISM: LLM-Guided Semantic Clustering for High-Precision Topics — Connor Douglas:New York University;Utkucan Balci:Binghamton University;Joseph Aylett-Bullock:United Nations
  • (srp709) CitiLink-Summ: A Dataset of Discussion Subjects Summaries in European Portuguese Municipal Meeting Minutes — Miguel Marques:INESC TEC,University of Beira Interior;Ana Luísa Fernandes:INESC TEC,Universidade do Porto;Ana Filipa Pacheco:INESC TEC,Universidade do Porto;Rute Rebouças:INESC TEC,Universidade do Porto;Inês Cantante:INESC TEC,Universidade do Porto;José Isidro:INESC TEC,Universidade do Porto;Luís Filipe Cunha:INESC TEC,Universidade do Porto;Alípio Jorge:INESC TEC,Universidade do Porto;Nuno Guimarães:INESC TEC,Universidade do Porto;Sérgio Nunes:INESC TEC,Universidade do Porto;António Leal:University of Macau,Universidade do Porto;Purificação Silvano:INESC TEC,Universidade do Porto;Ricardo Campos:INESC TEC,University of Beira Interior
  • (srp717) Multi-Modal Enhanced Graph Transfer Learning for Digital Finance Fraud Detection — Yuxin Liu:University of California, Riverside;Stephen Chan:American University of Sharjah;Jeffrey Chu:Renmin University of China;Yuanyuan Zhang:University of Manchester;Chenguang Yang:University of California, Riverside;Zihao Wang:The University of Tennessee at Chattanooga;Yulia R. Gel:Virginia Tech;Yuzhou Chen:University of California, Riverside
  • (srp718) Designing for the Next Click: Bandits for Real-Time Page Layout — Bhavtosh Rath:Target Corporation;Harshith Narasimhamurthy:Target Corporation;Bob Eisinger:Target Corporation;Cole Stiegler:Target Corporation;Adnan Awow:Target Corporation;Amit Pande:Target Corporation
  • (srp726) Deepfakes in the 2025 Canadian Election: Prevalence, Partisanship, and Platform Dynamics — Victor Livernoche:McGill University,Mila;Andreea Musulan:Université de Montréal,Mila;Zachary Yang:McGill University,Mila;Jean-François Godbout:Université de Montréal,Mila;Reihaneh Rabbany:McGill University,Mila
  • (srp727) Edit-Level Tracking of Narrative Changes in 10-K Filings — Xiao Li:School of Computer Science, University College Dublin;Changhong Jin:School of Computer Science, University College Dublin;Yingjie Niu:School of Computer Science, University College Dublin;Jingyi Wang:College of Computer Science, Beijing University of Technology;Ruihai Dong:School of Computer Science, University College Dublin
  • (srp740) Real-Time Trend Prediction via Continually-Aligned LLM Query Generation — Zijing Hui:Meta Platforms;Wenhan Lyu:Meta Platforms;Shusen Wang:Meta Platforms;Li Chen:Meta Platforms;Chu Wang:Meta Platforms
  • (srp742) Uncertainty-Aware Web-Conditioned Scientific Fact-Checking — Ashwin Vinod:The University of Texas at Austin;Katrin Erk:University of Massachusetts Amherst
  • (srp745) Towards Token-Level Text Anomaly Detection — Yang Cao:Great Bay University,Tsinghua University;Bicheng Yu:Great Bay University,Shenzhen University;Sikun Yang:Great Bay University,Dongguan Key Laboratory for AI and Dynamical Systems;Ming Liu:Deakin University;Yujiu Yang:Tsinghua University
  • (srp747) llm-tuna - Hyperparameter Optimization for LLM Inference — Thameem Abbas Ibrahim Bathusha:Red Hat LLC.;Aanya Sharma:Red Hat LLC.;Andy Huynh:Boston University;Rehan Samaratunga:Boston University;Ashish Kamra:Red Hat LLC.
  • (srp750) From Random Forget-Sets to Realistic Natural-Language Deletion Requests — Imran Ahsan:Department of Smart Cities, Chung-Ang University, South Korea;Jinsung Kim:Department of Computer Science and Engineering, Chung-Ang University, South Korea;Mucheol Kim:Department of Computer Science and Engineering, Chung-Ang University, South Korea
  • (srp757) Retrieval Collapses When AI Pollutes the Web — Hongyeon Yu:NAVER Corp.;Dongchan Kim:NAVER Corp.;Young-Bum Kim:NAVER Corp.
  • (srp770) Multimodal Topic Discovery in Web Media via von Mises-Fisher Mixture Neural Topic Models — Dayu Guo:Guangdong Provincial/Zhuhai Key Laboratory IRADS and Department of Computer Science, Beijing Normal-Hong Kong Baptist University;Zhiwen Luo:Concordia Institute for Information Systems Engineering, Concordia University;Nizar Bouguila:Concordia Institute for Information Systems Engineering, Concordia University;Wentao Fan:Guangdong Provincial/Zhuhai Key Laboratory IRADS and Department of Computer Science, Beijing Normal-Hong Kong Baptist University
  • (srp771) Predicting Expectancy Violations Using Eye-Tracking Features: A Machine Learning Approach — Sakrapee Paisalnan:Electrical Engineering, Silpakorn University;Yashar Moshfeghi:Computer and Information Sciences, University of Strathclyde
  • (srp775) SEER: Set Encoding for Efficient Representation in Large-Scale E-commerce — Yining Lin:eBay Inc.;Yuming Shen:eBay Inc.;Yipeng Zhang:eBay Inc.;Canran Xu:eBay Inc.
  • (srp776) ReSuMe: Retriever-Summarizer Mutual Enhancement via Reinforcement Learning — Owais Makroo:IIT Kharagpur,Amazon Inc.;Nikhil Pattisapu:Amazon Inc.;Karan Gupta:Amazon Inc.;Ankit Gandhi:Amazon Inc.;Vijay Huddar:Amazon Inc.;Atul Saroop:Amazon Inc
  • (srp803) Agent-Enhanced Heterogeneous Graph RAG for Academic Question Answering — Runsong Jia:University of Technology Sydney;Mengjia Wu:University of Technology Sydney;Ying Ding:University of Texas at Austin;Jie Lu:University of Technology Sydney;Yi Zhang:University of Technology Sydney
  • (srp807) Causal Pre-training Under the Fairness Lens: An Empirical Study of TabPFN — Qinyi Liu:Centre for the Science of Learning & Technology (SLATE), University of Bergen;Mohammad Khalil:Centre for the Science of Learning & Technology (SLATE), University of Bergen;Naman Goel:Department of Computer Science, University of Oxford,Alan Turing Institute
  • (srp814) STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted Fusion — Shui-Hsiang Hsu:Computer Science and Engineering, National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Tsung-Hsiang Chou:Computer Science and Engineering, National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Chen-Jui Yu:Computer Science and Engineering, National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer);Yao-Chung Fan:Computer Science and Engineering, National Chung Hsing University,Smart Sustainable New Agriculture Research Center (SMARTer)
  • (srp816) ULoR: Uncertainty-Aware Leave-One-Out Refinement Framework for Diagnosis Prediction — Jie Zhang:College of Computer and Data Science, College of Computer and Data Science, Fuzhou University;Wanzi Shao:College of Computer and Data Science, College of Computer and Data Science, Fuzhou University;Tan Yanchao:College of Computer and Data Science, College of Computer and Data Science, Fuzhou University
  • (srp836) Lurkers, Interactors, Creators: Modeling Behavioral and Ideological Diversity on X — Cai Yang:National University of Singapore;Kokil Jaidka:National University of Singapore;Yphtach Lelkes:University of Pennsylvania;Subhayan Mukerjee:National University of Singapore
  • (srp837) Tabular Foundation Models are Strong Graph Anomaly Detectors — Yunhui Liu:State Key Laboratory for Novel Software Technology, Nanjing University,Ant Group;Tieke He:State Key Laboratory for Novel Software Technology, Nanjing University;Yongchao Liu:Ant Group;Can Yi:Ant Group;Hong Jin:Ant Group;Chuntao Hong:Ant Group
  • (srp859) Weighted Reservoir Sampling with Replacement from Data Streams — Adriano Meligrana:Sapienza University of Rome;Adriano Fazzone:Intesa Sanpaolo Innovation Center
  • (srp878) Multi-field Balance-aware Calibration of Predictions in Online Advertising — Zi-Kang Wang:Nanjing University;Lei Gong:Huawei Technologies (China);Shu-Ting Shi:Huawei Technologies (China);Lan-Zhe Guo:Nanjing University;Mu-Yu Zhang:Huawei Technologies (China)