Accepted Papers - Special Track: Web4Good

(web0019) The Chatbot Knows It’s You: Dialogue Attribution in Unauthenticated Human–LLM Sessions — Wenxuan Wang:School of Data Science, Lingnan University;Zirui Liu:School of Data Science, Lingnan University;Haoxuan Kou:School of Data Science, Lingnan University;Xuefeng Liu:School of Computer Science and Engineering, Beihang University;Jiaxing Shen:School of Data Science, Lingnan University
(web0052) Physics-Aware Multimodal Urban Heat Mapping with Open Web Imagery and Mobility Data — Yuanyi You:Department of Electronic Engineering, BNRist, Tsinghua University;Yunke Zhang:Department of Electronic Engineering, BNRist, Tsinghua University;Yong Li:Department of Electronic Engineering, BNRist, Tsinghua University
(web0137) Audit‑of‑Audits for the Web: Bayesian Meta‑Evaluation that Yields Interval‑Valued, Threshold‑Aligned Fairness Claims — Dandan Liu:Universiti Malaya;Aznul Qalid Md Sabri:Universiti Malaya;Pan Lihu:Taiyuan University of Science and Technology;Guangrui Fan:Taiyuan University of Science and Technology
(web0149) Credit and Power Co-evolution Modeling with Dynamic Graph Learning — Wenhao Ying:Fudan University;Peng Zhu:Tongji University;Mingzhe Li:Tongji University;Ziyan Wang:Tongji University;Dawei Cheng:Tongji University
(web0150) Energy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation Models — Wentao Gao:Adelaide University;Xiaojing Du:Adelaide University;Xiongren Chen:Adelaide University;Yifan Guo:Adelaide University;Andres Mauricio Cifuentes-Bernal:Adelaide University;Renqiang Luo:Jilin University;Ziqi Xu:RMIT University
(web0283) Debating Truth: Debate-driven Claim Verification with Multiple Large Language Model Agents — Haorui He:Department of Interactive Media, Hong Kong Baptist University,School of Computing and Data Science, The University of Hong Kong;Yupeng Li:Department of Interactive Media, Hong Kong Baptist University;Dacheng Wen:Department of Interactive Media, Hong Kong Baptist University,School of Computing and Data Science, The University of Hong Kong;Yang Chen:College of Computer Science and Artificial Intelligence, Fudan University;Reynold Cheng:School of Computing and Data Science, The University of Hong Kong;Donglong Chen:Beijing Normal-Hong Kong Baptist University;Francis C. M. Lau:School of Computing and Data Science, The University of Hong Kong,Shenzhen Institute of Advanced Technology
(web0353) Egocentric Co-Pilot: Web-Native Smart-Glasses Agents for Assistive Egocentric AI — Sicheng Yang:Shenzhen International Graduate School, Tsinghua University;Yukai Huang:Independent researcher;Weitong Cai:Queen Mary University of London;Shitong Sun:Queen Mary University of London;Fengyi Fang:Shenzhen International Graduate School, Tsinghua University;You He:Shenzhen International Graduate School, Tsinghua University;Yiqiao Xie:Imperial College London;Jiankang Deng:Imperial College London;Hang Zhang:Independent researcher;Jifei Song:University of Surrey;Zhensong Zhang:Independent researcher
(web0480) BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning — Pengyang Shao:National University of Singapore;Naixin Zhai:University of Science and Technology of China;Lei Chen:University of Science and Technology of China;Yonghui Yang:National University of Singapore;Fengbin Zhu:National University of Singapore;Xun Yang:University of Science and Technology of China;Meng Wang:Hefei University of Technology
(web0505) Consensus Stability of Community Notes on X — Yuwei Chuai:University of Luxembourg;Gabriele Lenzini:University of Luxembourg;Nicolas Pröllochs:JLU Giessen
(web0813) StreamSense: Streaming Social Task Detection with Selective Vision–Language Model Routing — Han Wang:Singapore University of Technology and Design;Deyi Ji:University of Science and Technology of China;Lanyun Zhu:Nanyang Technological Universities;Jiebo Luo:University of Rochester;Roy Ka-Wei Lee:Singapore University of Technology and Design
(web0902) Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data — Liping Huang:Agency for Science, Technology and Research (A*STAR);Gaoxi Xiao:Nanyang Technological University;Stefan Ma:Ministry of Health, Singapore;Hechang Chen:Jilin University;Shisong Tang:Tsinghua University;Flora D. Salim:University of New South Wales
(web0926) Invisible Walls in Cities: Designing LLM Agent to Predict Urban Segregation Experience with Social Media Content — Bingbing Fan:Department of Electronic Engineering, BNRist, Tsinghua University;Lin Chen:Hong Kong University of Science and Technology;Songwei Li:Department of Electronic Engineering, BNRist, Tsinghua University;Jian Yuan:Department of Electronic Engineering, BNRist, Tsinghua University;Fengli Xu:Department of Electronic Engineering, BNRist, Tsinghua University;Pan Hui:Hong Kong University of Science and Technology(Guangzhou)),Hong Kong University of Science and Technology;Yong Li:Department of Electronic Engineering, BNRist, Tsinghua University
(web0929) ReRule: Temporal Rule-Augmented Language Modeling for Causal Event Chain Completion — Wei Zhang:Beijing Institute of Technology;Shufeng Hao:Taiyuan University of Technology;Chongyang Shi:Beijing Institute of Technology;Usman Naseem:Macquarie University;Jinyan Liu:Beijing Institute of Technology;Ziyu Li:Beijing Institute of Technology
(web0939) Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking — Xinyu Lin:School of Computing, National University of Singapore;Pengyuan Liu:University of Science and Technology of China;Wenjie Wang:University of Science and Technology of China;Yicheng Hu:University of Science and Technology of China;Chen Xu:Gaoling School of Artificial Intelligence, Renmin University of China;Fuli Feng:University of Science and Technology of China;Qifan Wang:Meta AI, Meta AI;Tat-Seng Chua:School of Computing, National University of Singapore
(web0966) FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains — Chi Xu:Simon Fraser University;Jiaxing Li:Simon Fraser University;Mengdi Jin:Simon Fraser University;William I. Atlas:Wild Salmon Center;Mark A. Spoljaric:Haida Fisheries Program;Edith C.H. Ngai:The University of Hong Kong;Jiangchuan Liu:Simon Fraser University
(web1008) From Words to Worlds: Measuring Cultural Narrative Bias in LLMs via a Structural–Value Pipeline — Fangjian Shen:School of Computer Science and Engineering, Sun Yat-sen University;Yifan Zeng:School of Computer Science and Engineering, Sun Yat-sen University;Dechen Lyu:Guiyang Huian Medical Equipment Co., Ltd.;Wushao Wen:School of Computer Science and Engineering, Sun Yat-sen University
(web1041) Concept Relationship Embedding-Based Interactive Web Application for Explainable Medical Diagnosis — Lei Zhao:Hunan University;Xingguo Lv:Hunan University;Qika Lin:National University of Singapore;Kaize Shi:University of Southern Queensland;Xiaoming Qi:National University of Singapore;Bin Pu:The Hong Kong University of Science and Technology;Kenli Li:Hunan University
(web1045) Communication-Efficient Federated Learning for Post-Flood Risk Assessment Using UAV Swarms — Yongkang Zhao:College of Mathematics and Computer Science, Zhejiang A&F University;Hailin Feng:College of Mathematics and Computer Science, Zhejiang A&F University;Tingting Wang:Zhuhai UM Science and Technology Research Institute;Thippa Reddy Gadekallu:College of Mathematics and Computer Science, Zhejiang A&F University;Kai Fang:College of Mathematics and Computer Science, Zhejiang A&F University;Wei Wang:Engineering Research Centre of Applied Technology on Machine Translation and Artificial Intelligence, Macao Polytechnic University
(web1046) Bridging Cognitive Neuroscience and Graph Intelligence: Hippocampus-Inspired Multi-View Hypergraph Learning for Web Finance Fraud — Rongkun Cui:School of Computer Science and Technology, Tongji University;Nana Zhang:School of Computer Science and Technology, Donghua University;Kun Zhu:School of Computer Science and Technology, Tongji University;Qi Zhang:School of Computer Science and Technology, Tongji University
(web1047) Fairer AI Carbon Accounting: Incorporating Market-based Attribution and Uncertainty in Embodied and Operational Carbon Footprint — Xiaoyang Zhang:Hong Kong Polytechnic University;Yang Deng:Hong Kong Polytechnic University;Fang He:Hong Kong Polytechnic University;Dan Wang:Hong Kong University of Science and Technology
(web1048) Toward Green Computing: General Carbon Intensity Forecasting via Dual Graph Empowered Time Series Foundation Model — Xiaoyang Zhang:Hong Kong Polytechnic University;Taiqi Zhou:Hong Kong Polytechnic University;Fang He:Hong Kong Polytechnic University;Yang Deng:Hong Kong Polytechnic University;Dan Wang:Hong Kong University of Science and Technology
(web1051) MultiHateLoc: Towards Temporal Localisation of Multimodal Hate Content in Online Videos — Qiyue Sun:Department of Computer Science, University of Exeter;Tailin Chen:Department of Computer Science, University of Exeter;Yinghui Zhang:Department of Computer Science, University of Exeter;Yuchen Zhang:Institute for Analytics and Data Science, University of Essex;Jiangbei Yue:Department of Computer Science, University of Exeter;Jianbo Jiao:School of Computer Science, University of Birmingham;Zeyu Fu:Department of Computer Science, University of Exeter
(web1052) Boosting Large Language Models for Mental Manipulation Detection via Data Augmentation and Distillation — Yuansheng Gao:Zhejiang University;Peng Gao:Zhejiang University;Han Bao:Zhejiang University;Bin Li:Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences;Jixiang Luo:Institute of Artificial Intelligence (TeleAI), China Telecom;Zonghui Wang:Zhejiang University;Wenzhi Chen:Zhejiang University
(web1055) Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak Forecasting — Jing Du:Computer Science and Engineering, Faculty of Engineering, The University of New South Wales;Haley Stone:The Kirby Institute, Faculty of Medicine & Health, The University of New South Wales;Yang Yang:Computer Science and Engineering, Faculty of Engineering, The University of New South Wales;Ashna Desai:Computer Science and Engineering, Faculty of Engineering, The University of New South Wales;Hao Xue:The Hong Kong University of Science and Technology (Guangzhou);Andreas Züfle:Department of Computer Science, Emory University;C. Raina MacIntyre:The Kirby Institute, Faculty of Medicine & Health, The University of New South Wales;Flora D. Salim:Computer Science and Engineering, Faculty of Engineering, The University of New South Wales
(web1058) Spiking Graph Predictive Coding for Reliable OOD Generalization — Jing Ren:RMIT University;Jiapeng Du:RMIT University;Bowen Li:RMIT University;Ziqi Xu:RMIT University;Xin Zheng:RMIT University;Hong Jia:University of Auckland;Suyu Ma:CSIRO's Data61;Xiwei Xu:CSIRO's Data61;Feng Xia:RMIT University
(web1062) HCSL: Rumor Detection by Integrating Intra-Sample Curriculum Learning and Hierarchical Semantic Learning — Ping Liu:Taiyuan University of Technology,Tsinghua University;Hui Song:Taiyuan University of Technology;Shufeng Hao:Taiyuan University of Technology;Xiaoning Hao:Taiyuan University of Technology;Zexu Zhang:Taiyuan University of Technology;Usman Naseem:Macquarie University
(web1064) Dynamic Min-Max Multi-Dimensional Reinforcement Backdoor Attacks and Orchestrated Closed-Loop Defense in Fairness-Aware Web Federated Finance — Ruixiao Zhu:School of Computer Science and Technology, Tongji University;Kun Zhu:School of Computer Science and Technology, Tongji University;Nana Zhang:School of Computer Science and Technology, Donghua University;Qi Zhang:School of Computer Science and Technology, Tongji University;Changjun Jiang:School of Computer Science and Technology, Tongji University
(web1066) Trust in One Round: Confidence Estimation for Large Language Models via Structural Signals — Pengyue Yang:The University of Sydney;Jiawen Wen:The University of Sydney;Haolin Jin:The University of Sydney;Linghan Huang:The University of Sydney;Huaming Chen:The University of Sydney;Ling Chen:University of Technology Sydney
(web1067) SAGE: Sustainable Agent-Guided Expert-tuning for Culturally Attuned Translation in Low-Resource Southeast Asia — Zhixiang Lu:Xi'an Jiaotong-Liverpool University;Chong Zhang:Xi'an Jiaotong-Liverpool University;Yulong Li:Xi'an Jiaotong-Liverpool University;Angelos Stefanidis:Xi'an Jiaotong-Liverpool University;Anh Nguyen:University of Liverpool;Imran Razzak:Mohamed bin Zayed University of Artificial Intelligence;Jionglong Su:Xi'an Jiaotong-Liverpool University;Zhengyong Jiang:Xi'an Jiaotong-Liverpool University
(web1070) Community Fact-Checks Do Not Break Follower Loyalty — Michelle Bobek:JLU Giessen;Nicolas Pröllochs:JLU Giessen
(web1072) EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible Agents — Linxiao Li:The University of Sydney;Zhixiang Lu:University of Liverpool
(web1082) TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling — He Hu:College of Computer Science and Software Engineering, Shenzhen University,Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ);Chiyuan Ma:The Chinese University of Hong Kong, Shenzhen;Qianning Wang:Auckland University of Technology;Liu Lin:University of Science and Technology of China;Yucheng Zhou:SKL-IOTSC, CIS, University of Macau;Laizhong Cui:College of Computer Science and Software Engineering, Shenzhen University;Fei Ma:Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ);Qi Tian:Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)
(web1089) GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification — Yubo Wang:The Hong Kong University of Science and Technology;Haoyang Li:The Hong Kong Polytechnic University;Fei Teng:The Hong Kong University of Science and Technology;Lei Chen:The Hong Kong University of Science and Technology (Guangzhou),Guangzhou HKUST Fok Ying Tung Research Institute
(web1095) Think Then Recommend: An LLM-Powered Multi-Agent Framework for Personalized Conversational Recommender System in E-Commerce — Yuankun Zu:Southeast University;Xiangyu Cai:Platform Marketing, JD.com;Chuchu Yu:JD.com;Hao Peng:JD.com;Jia Duan:Platform Marketing Center, JD.com;Long Chen:JD.com;Kunyao Wang:JD.com;Zehua Zhang:JD.com;Changping Peng:JD.com;Zhangang Lin:JD.com;Ching Law:JD.com
(web1102) (Mis-)Informed Consent: Predatory Apps and the Exploitation of Populations with Limited Literacy — Muhammad Muneeb Pervez:Lahore University of Management Sciences;Muhammad Qasim Atiq Ullah:Lahore University of Management Sciences;Ibrahim Ahmed Khan:Lahore University of Management Sciences;Roshnik Rahat:Lahore University of Management Sciences;Muhammad Fareed Zaffar:Lahore University of Management Sciences;Rashid Tahir:University of Prince Mugrin;Talal Rahwan:New York University Abu Dhabi;Yasir Zaki:New York University Abu Dhabi
(web1104) Understanding the Consequences of VTuber Reincarnation — Yiluo Wei:The Hong Kong University of Science and Technology (Guangzhou);Gareth Tyson:The Hong Kong University of Science and Technology (Guangzhou)
(web1110) CEAT: Context-Emotion Adversarial Training Framework for Robust Emotion-Driven Fraud Detection — Chaoqun Li:Shandong University;Si Wu:Shandong University;Yijun Lu:Waseda University;Yuyin Ma:Xinjiang University;Jinyao Liu:Shandong University;Dingyi Jia:Shandong University;Mingda Han:Shandong University;Feng Li:Shandong University;Pengfei Hu:Shandong University,Quancheng Laboratory
(web1113) Sustainable and Responsible ECG-Based AI Diagnostics: Masked Frequency Reconstruction with Peak-Aware Transformers — Wei Wang:Macao Polytechnic University;Jian Chen:The University of Hong Kong;Junxin Chen:Dalian University of Technology;Zeling Xu:Hong Kong University of Science and Technology;Yuntao Zou:Huazhong University of Science and Technology;Henry H. Y. Tong:Macao Polytechnic University
(web1138) Online GPU Energy Optimization with Switching-Aware Bandits — Xiongxiao Xu:Illinois Institute of Technology;Solomon Abera Bekele:Argonne National Laboratory;Brice Videau:Argonne National Laboratory;Kai Shu:Emory University
(web1140) Accurate Trajectory Recovery in Underserved Areas via Location Inference from Web Crowdsourced Data — Tangwei Ye:Tongji University;Liang Hu:Tongji University;Zhongyuan Lai:Shanghai Ballsnow Intelligent Technology Co. Ltd;Qi Zhang:Tongji University;Yiming Wu:Tongji University;Jiaxing Miao:Tongji University;Yijun Yang:Tongji University;Kun Yi:State Information Center
(web1141) Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning — Jiahao Yuan:University of Macau,East China Normal University;Zhiqing Cui:University of Macau;Hanqing Wang:University of Macau;Yuansheng Gao:University of Macau;Yucheng Zhou:University of Macau;Usman Naseem:Macquarie University
(web1149) Language-Guided Game-Theoretic Fairness in Web-Enabled Energy Networks — Hao Wu:School of Computer Science and Technology, Huazhong University of Science and Technology,Xiaohua (Shanghai) Internet Technology Co., Ltd.;Yuhua Li:School of Computer Science and Technology, Huazhong University of Science and Technology;Yuntao Zou:School of Computer Science and Technology, Huazhong University of Science and Technology;Qianqi Zhang:Faculty of Innovation Engineering, Macau University of Science and Technology;Ruixuan Li:School of Computer Science and Technology, Huazhong University of Science and Technology;Zeling Xu:School of Engineering, Hong Kong University of Science and Technology;Wei Wang:Engineering Research Centre of Applied Technology on Machine Translation and Artificial Intelligence, Macao Polytechnic University
(web1150) How Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & Latency — Weizheng Wang:Hong Kong Polytechnic University;Qipeng Xie:The Hong Kong University of Science and Technology;Shiyu Wang:CTO, Ant Group;Qingqing Ye:The Hong Kong Polytechnic University;Kaishun Wu:The Hong Kong University of Science and Technology(Guangzhou);Haibo Hu:Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University,PolyU Research Centre for Privacy and Security Technologies in Future Smart Systems, The Hong Kong Polytechnic University
(web1156) HAAF: Hierarchical Adaptation and Alignment of Foundation Models for Few-Shot Pathology Anomaly Detection — Chunze Yang:Sch Comp Sci & Technol, Xi’an Jiaotong University;Wenjie Zhao:Sch Comp Sci & Technol, Xi’an Jiaotong University;Yue Tang:Sch Comp Sci & Technol, Xi’an Jiaotong University;Junbo Lu:Sch Comp Sci & Technol, Xi’an Jiaotong University;Jiusong Ge:Sch Comp Sci & Technol, Xi’an Jiaotong University;Qidong Liu:Sch Comp Sci & Technol, Xi’an Jiaotong University;Zeyu Gao:Department of Oncology, University of Cambridge;Chen Li:Sch Comp Sci & Technol, Xi’an Jiaotong University
(web1159) When to Invoke: Refining LLM Fairness with Toxicity Assessment — Jing Ren:RMIT University;Bowen Li:RMIT University;Ziqi Xu:RMIT University;Renqiang Luo:Jilin University;Shuo Yu:Dalian University of Technology;Xin Ye:Dalian University of Technology;Haytham Fayek:RMIT University;Xiaodong Li:RMIT University;Feng Xia:RMIT University
(web1161) Green Industrial Engineering on the Web: Agent-Driven Ant Colony Optimization Tuning for Energy-Efficient 3D Pipe Routing — Xuanhan Fan:Beijing Institute of Technology,Shenzhen MSU-BIT University;Rui Ding:Shenzhen University;Haojie Liu:Shenzhen University;Jibin Zhou:Dalian Institute of Chemical Physics, Chinese Academy of Sciences;Han Liu:Dalian University of Technology;Yuanman Li:Shenzhen University;Wei Wang:Shenzhen MSU-BIT University;Mao Ye:Dalian Institute of Chemical Physics, Chinese Academy of Sciences
(web1165) XInsight: Integrative Stage-Consistent Psychological Counseling Support Agents for Digital Well-Being — Fei Wang:Hefei University of Technology,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center;Jiangnan Yang:Anhui University,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center;Junjie Chen:Hefei University of Technology,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center;Yuxin Liu:Anhui University,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center;Kun Li:United Arab Emirates University;Yanyan Wei:Hefei University of Technology,Intelligent Interconnected Systems Laboratory of Anhui Province (HFUT);Dan Guo:Hefei University of Technology,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center;Meng Wang:Hefei University of Technology,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center
(web1166) Towards Glaucoma Screening in Decentralized Clinics: A Dynamic Expert-Assisted Domain-Incremental Approach — Chenglong Fu:School of Artificial Intelligence and Computer Science, Jiangnan University,The PRC Ministry of Education Engineering Research Center of Intelligent Technology for Healthcare;Jian Yao:School of Artificial Intelligence and Computer Science, Jiangnan University,The PRC Ministry of Education Engineering Research Center of Intelligent Technology for Healthcare;Pengjiang Qian:School of Artificial Intelligence and Computer Science, Jiangnan University,The PRC Ministry of Education Engineering Research Center of Intelligent Technology for Healthcare;Weiwei Fu:School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China,Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Science;Chuang Wang:School of Artificial Intelligence and Computer Science, Jiangnan University,The PRC Ministry of Education Engineering Research Center of Intelligent Technology for Healthcare;Guisong Yang:Department of Computer Science and Engineering, University of Shanghai for Science and Technology
(web1167) S²KT:Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions — Wenhui Wu:School of Computer Science and Engineering, Northeastern University;Tiancheng Zhang:School of Computer Science and Engineering, Northeastern University;Hengyu Liu:Department of Computer Science, Aalborg University;Lun Du:Ant Research, Ant Group;Zikai Li:School of Computer Science and Engineering, Northeastern University;Mingxing Shao:School of Computer Science and Engineering, Northeastern University;Minghe Yu:Software College, Northeastern University;Yifang Yin:Institute for Infocomm Research, A*STAR;Ge Yu:School of Computer Science and Engineering, Northeastern University
(web1168) AMID: Model-Agnostic Dataset Distillation by Adversarial Mutual Information Minimization — Aoqi Wu:Tongji University;Junming Liu:Tongji University;Yuwei Zhang:Tongji University;Weiquan Huang:Tongji University;Liang Hu:Tongji University;Yifan Yang:Microsoft Research Asia;Qi Zhang:Tongji University;Jiaxing Miao:Tongji University;Yuhan Tang:Tongji University;Zhongyuan Lai:Shanghai Ballsnow Intelligent Technology Co. Ltd
(web1169) TravelReasoner: leveraging large reasoning models to address mobility data gap — Peijie Liu:Department of Electronic Engineering, BNRist, Tsinghua University;Fengli Xu:Department of Electronic Engineering, BNRist, Tsinghua University;Yong Li:Department of Electronic Engineering, BNRist, Tsinghua University
(web1185) CompTox Ontology: Leveraging Knowledge Graphs for PFAS Monitoring and Decision-Making — Yinglun Zhang:Kansas State University;Sonia Moavenzadeh:University of Maine;Jarrar Amjad:Kansas State University;Onur Apul:Pennsylvania State University;Adrita Barua:Kansas State University;Fatih Evrendilek:University of Maine;Torsten Hahmann:University of Maine;Ganga Hettiarachchi:Kansas State University;Pascal Hitzler:Kansas State University;David Kedrowski:University of Maine;Vasu Kilaru:Environmental Protection Agency (EPA);Prayas Lashkari:Roux Institute at Northeastern University;Katrina Schweikert:University of Maine;Antony Williams:Environmental Protection Agency (EPA);Hande McGinty:Kansas State University
(web1189) IndicAG: An Explainable Agentic Framework for Indic-Multilingual Multidimensional Aggression Detection — Swapnil Mane:Department of Computer Science & Engineering, Indian Institute of Technology Jodhpur;Rajesh Sharma:Computer Science & Artificial Intelligence, Plaksha University;Suman Kundu:Wadhwani School of Data Science & Artificial Intelligence, Indian Institute of Technology Madras
(web1204) Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering — Yaokun Liu:University of Illinois Urbana-Champaign;Yifan Liu:University of Illinois at Urbana-Champaign;Phoebe Mbuvi:University of Illinois Urbana-Champaign;Zelin Li:University of Illinois Urbana-Champaign;Ruichen Yao:University of Illinois Urbana-Champaign;Gawon Lim:University of Illinois Urbana-Champaign;Dong Wang:University of Illinois Urbana-Champaign
(web1207) Intelli-Planner: Towards Customized Urban Planning via Large Language Model Empowered Reinforcement Learning — Xixian Yong:Gaoling School of Artificial Intelligence, Renmin University of China;Peilin Sun:Gaoling School of Artificial Intelligence, Renmin University of China;Zihe Wang:Gaoling School of Artificial Intelligence, Renmin University of China;Xiao Zhou:Gaoling School of Artificial Intelligence, Renmin University of China
(web1209) GreenTune: Energy-Efficient Low-Rank Tuning of LLMs with ThreeE Evaluation under 4-/8-bit Quantization — Xingrao Ma:Lingnan University;Zongxi Li:Lingnan University;Chengzu Dong:Lingnan University;Kai Fang:Zhejiang Agriculture and Forestry University;Shao Di:Pengcheng Lab
(web1210) Belief-Driven Multi-Agent Collaboration via Approximate Perfect Bayesian Equilibrium for Social Simulation — Weiwei Fang:Wuhan University of Technology;Lin Li:Wuhan University of Technology;Kaize Shi:University of Southern Queensland;Yu Yang:The Education University of Hong Kong;Jianwei Zhang:Iwate University
(web1211) DAPWeb: Construct-Aligned Evaluation of MLLMs for Web-Based Child Mental Screening — Rui Guo:School of Marxism, Beijing Normal University;Fengyi Wang:School of Artificial Intelligence and Data Science, University of International Business and Economics;Ling-Yu Lin:Peking University;Guolong Wang:School of Artificial Intelligence and Data Science, University of International Business and Economics
(web1218) STPWR: A Spatiotemporal Prediction-based Worker Pre-Recruitment Framework for Mobile Crowd Sensing — Guisong Yang:Department of Computer Science and Engineering, University of Shanghai for Science and Technology;Yuchen Yang:Department of Computer Science and Engineering, University of Shanghai for Science and Technology;Yunbo Shen:Department of Computer Science and Engineering, University of Shanghai for Science and Technology;Xingyu He:Department of Computer Science and Engineering, University of Shanghai for Science and Technology;Jianheng Tang:School of Computer Science, Peking University;Yunhuai Liu:School of Computer Science, Peking University;Chengji Xu:School of Computer Science, The University of New South Wales
(web1219) FairGU: Fairness-aware Graph Unlearning in Social Networks — Renqiang Luo:Jilin University;Yongshuai Yang:Zhejiang Gongshang University;Huafei Huang:Adelaide University;Qing Qing:Jilin University;Mingliang Hou:Jinan University,TAL Education Group;Ziqi Xu:RMIT University;Yi Yu:Nanyang Technological University;Jingjing Zhou:Zhejiang Gongshang University;Feng Xia:RMIT University
(web1223) Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social Media — Thi Huyen Nguyen:L3S Research Center, Leibniz University Hannover;Koustav Rudra:Indian Institute of Technology Kharagpur;Wolfgang Nejdl:L3S Research Center, Leibniz University Hannover
(web1228) Enhancing Rare Event Detection via Counterfactual Generation with Exogenous Variables — Lili Tian:Shanghai Key Laboratory of Trustworthy Computing, East China Normal University,Shanghai Institute of Artificial Intelligence for Education, East China Normal University;Dehui Du:Shanghai Key Laboratory of Trustworthy Computing, East China Normal University;Yikang Chen:Shanghai Key Laboratory of Trustworthy Computing, East China Normal University
(web1236) Longitudinal Trends in Global Climate Change Discourse on Facebook — Md. Rafiul Biswas:Hamad Bin Khalifa University;Mabrouka Bessghaier:Northwestern University in Qatar;Shimaa Ibrahim:Northwestern University in Qatar;George Mikros:Hamad Bin Khalifa University;Wajdi Zaghouani:Northwestern University in Qatar
(web1243) Mitigating Fine-tuning Bias: A Parameter-Efficient Debiasing Framework for Large Language Models — Qiuyu Li:Hefei University of Technology, Key Laboratory of Knowledge Engineering with Big Data;Kun Zhang:Hefei University of Technology, Key Laboratory of Knowledge Engineering with Big Data;Le Wu:Hefei University of Technology, Innovation School of Artificial Intelligence;Hao Liu:Hefei University of Technology, Key Laboratory of Knowledge Engineering with Big Data;Hefei Xu:Hefei University of Technology, Key Laboratory of Knowledge Engineering with Big Data;Xin Li:University of Science and Technology of China, School of Information Science and Technology;Si Wei:iFLYTEK Company Limited, Artificial Intelligence Research Institute
(web1247) Cross-Domain Fake News Detection on Unseen Domains via LLM-Based Domain-Aware User Modeling — Xuankai Yang:School of Computing, Macquarie University;Yan Wang:School of Computing, Macquarie University;Jiajie Zhu:School of Computing, Macquarie University;Pengfei Ding:School of Computing, Macquarie University;Hongyang Liu:School of Computing, Macquarie University;Xiuzhen Zhang:School of Computing Technologies, RMIT University;Huan Liu:School of Computing and Augmented Intelligence, Arizona State University
(web1249) K&L: Penetrating Backdoor Defense with Key and Locks — Xinyi Wang:University of Malaya;Jiayu Zhang:Changshu Institute of Technology;Zhiyu Zhu:University of Technology Sydney;Zhibo Jin:University of Technology Sydney;Dong Yuan:The University of Sydney;Huaming Chen:The University of Sydney
(web1250) MultiCheck: Strengthening Web Trust with Unified Multimodal Fact Verification — Aditya Kishore:Indian Institute of Science Education and Research, Bhopal, India;Gaurav Kumar:Indian Institute of Science Education and Research, Bhopal, India;Jasabanta Patro:Indian Institute of Science Education and Research, Bhopal, India
(web1254) coTherapist: A Behavior-Aligned Small Language Model Framework to Support Mental Healthcare Experts — Prottay Kumar Adhikary:Depertment of Electrical Engineering, Indian Institute of Technology Delhi;Reena Rawat:Indian Institute of Technology Delhi;Tanmoy Chakraborty:Dept of Electrical Engineering, Indian Institute of Technology Delhi
(web1255) SEP-Attack: A Simple and Effective Paradigm for Transfer-Based Textual Adversarial Attack — Han Liu:Dalian University of Technology;Zhi Xu:Dalian University of Technology;Xiaotong Zhang:Dalian University of Technology;Feng Zhang:Peking University;Xiaoming Xu:Dalian University of Technology;Wei Wang:Macao Polytechnic University;Fenglong Ma:The Pennsylvania State University;Hong Yu:Dalian University of Technology
(web1258) Route-and-Reason: Energy-Efficient Scaling of LLM Reasoning via Reinforced Model Routing — Chenyang Shao:Department of Electronic Engineering, BNRist, Tsinghua University,Zhongguancun Academy;Xinyang Liu:Department of Electronic Engineering, BNRist, Tsinghua University;Yutang Lin:Department of Electronic Engineering, Tsinghua University;Fengli Xu:Department of Electronic Engineering, BNRist, Tsinghua University,Zhongguancun Academy;Yong Li:Department of Electronic Engineering, BNRist, Tsinghua University,Zhongguancun Academy
(web1278) Fair and Carbon-Aware LLM Routing for Web Services — Tingting Li:Shanghai Qi Zhi Institute,Zhejiang University;Ziming Zhao:Zhejiang University;Zhaoxuan Li:State Key Laboratory of Cyberspace Security Defense, IIE, CAS;Xiaofei Yue:Beijing Institute of Technology;Jiongchi Yu:Singapore Management University
(web1281) GRAND: A Robust Diffusion Framework for Multi-Granularity Graph Anomaly Detection in Web Platforms — Maolin Wang:City University of Hong Kong;Beining Bao:City University of HongKong;Hongyu Chen:City University of Hongkong;Zichun Liu:City University of Hong Kong;Lang Fu:Alibaba International Digital Commerce Group;Jun Chu:Alibaba International Digital Commerce Group;Langzhang Liang:Fudan University;Zenglin Xu:Fudan University
(web1282) Safeguarding Children at Scale: Cost-Effective Multimodal LLM Detection of Inappropriate YouTube Advertising — Eman Nabeel:Lahore University of Management Sciences;Haleema Jamil:Lahore University of Management Sciences;Shizza Asher:Lahore University of Management Sciences;Zaeem Mohtashim Khan:Lahore University of Management Sciences;Nida Tanveer:Lahore University of Management Sciences;Ihsan Ayyub Qazi:Lahore University of Management Sciences;Zafar Ayyub Qazi:Lahore University of Management Sciences & KAUST
(web1290) FairFRL: Fairness-aware Federated Representation Learning for Cross-domain Sequential Recommendation — Tao Tang:Zhejiang University of Technology,Zhejiang Key Laboratory of Visual Information Intelligent Processing;Mujie Liu:Federation University Australia;Botao Liu:Zhejiang University of Technology,Zhejiang Key Laboratory of Visual Information Intelligent Processing;Wei Du:Xinjiang Rural Commercial Bank Co., Ltd.;Liping Chen:RMIT University;Xinrui Cheng:RMIT University;Jiaxin Du:Zhejiang University of Technology,Zhejiang Key Laboratory of Visual Information Intelligent Processing;Xiangjie Kong:College of Computer Science and Technology, Zhejiang University of Technology,Zhejiang Key Laboratory of Visual Information Intelligent Processing
(web1297) When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs — Baiyu Chen:The University of New South Wales;Benjamin Tag:The University of New South Wales;Hao Xue:Hong Kong University of Science and Technology (Guangzhou);Daniel Angus:Queensland University of Technology;Flora Salim:The University of New South Wales
(web1298) Fine-Grained Traceability for Transparent ML Pipelines — Liping Chen:RMIT University;Mujie Liu:Federation University Australia;Haytham Fayek:RMIT University
(web1303) WED-Net: A Weather-Effect Disentanglement Network with Causal Augmentation for Urban Flow Prediction — Qian Hong:Gaoling School of Artificial Intelligence, Renmin University of China;Siyuan Chang:School of Statistics, Renmin University of China;Xiao Zhou:Gaoling School of Artificial Intelligence, Renmin University of China
(web1312) SMART: A Social Movement Analysis & Reasoning Tool with Case Studies on #MeToo and #BlackLivesMatter — Valerio La Gatta:Department of Computer Science and Buffett Institute for Global Affairs, Northwestern University;Marco Postiglione:Department of Computer Science and Buffett Institute for Global Affairs, Northwestern University;Jeremy Gilbert:Medill School of Journalism, Media, Integrated Marketing Communications, Northwestern University;Daniel W. Linna Jr.:Northwestern Pritzker School of Law and Department of Computer Science, Northwestern University;Morgan Manella Greenfield:The Wall Street Journal;Aaron Shaw:Department of Communication Studies, Northwestern University;V.S. Subrahmanian:Department of Computer Science and Buffett Institute for Global Affairs, Northwestern University
(web1315) EmeraldMind: A Knowledge Graph–Augmented Framework for Greenwashing Detection — Georgios Kaoukis:Archimedes, Athena Research Center;Ioannis-Aris Koufopoulos:Archimedes, Athena Research Center;Eleni Psaroudaki:Archimedes, Athena Research Center;Danae Pla Karidi:Archimedes, Athena Research Center;Evaggelia Pitoura:University of Ioannina,Archimedes, Athena Research Center;George Papastefanatos:IMSI, Athena Research Center;Panayiotis Tsaparas:University of Ioannina,Archimedes, Athena Research Center
(web1343) Multimodal Spatiotemporal Forecasting of Deepfake Propagation on Social Media — Seoyoon Jeong:Sungkyunkwan University;JeeEun Kim:Sungkyunkwan University;S. Shyam Sundar:The Pennsylvania State University,Sungkyunkwan University;Jinyoung Han:Sungkyunkwan University
(web1356) LEAP: LLM-Enhanced E-commerce Demand Prediction under Emergent Events — Shuxin Zhong:HKUST(GZ),HKUST(GZ);Hongyu Lin:JD Logistics;Yan Fang:HKUST(GZ);Jun Chen:HKUST(GZ);Kaishun Wu:HKUST(GZ)
(web1362) Towards Fair Large Language Model-based Recommender Systems without Costly Retraining — Jin Li:University of Technology Sydney;Huilin Gu:University of Technology Sydney;Shoujin Wang:University of Technology Sydney;Qi Zhang:Tongji University;Shui Yu:University of Technology Sydney;Chen Wang:CSIRO Data61;Xiwei Xu:CSIRO Data61;Fang Chen:University of Technology Sydney
(web1366) LLM Use for Mental Health: Crowdsourcing Users’ Sentiment-based Perspectives and Values from Social Discussions — Lingyao Li:University of South Florida;Xiaoshan Huang:McGill University;Renkai Ma:University of Cincinnati;Ben Zefeng Zhang:Stony Brook University;Haolun Wu:McGill University;Fan Yang:School of Journalism and Mass Communications, University of South Carolina;Chen Chen:School of Computing and Information Sciences, Florida International University
(web1373) VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models — Hefei Xu:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Le Wu:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology,Innovation School of Artificial Intelligence, Hefei University of Technology;Yu Wang:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Min Hou:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Han Wu:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Zhen Zhang:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Meng Wang:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology
(web1381) Bowling with ChatGPT: On the Evolving User Interactions with Conversational AI Systems — Sai Keerthana Karnam:Indian Institute of Technology Kharagpur;Abhisek Dash:Max Planck Institute for Software Systems;Krishna Gummadi:Max Planck Institute for Software Systems;Animesh Mukherjee:Indian Institute of Technology Kharagpur;Ingmar Weber:Saarland University;Savvas Zannettou:Delft University of Technology
(web1397) AlignCP: Noise-Aware Preference Alignment for LLMs via Confidence and Polarity Reweighting — Chen Cheng:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Hefei Xu:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology;Le Wu:Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology,Innovation School of Artificial Intelligence, Hefei University of Technology
(web1398) 'They've Stolen My GPL-Licensed Model!': Toward Standardized and Transparent Model Licensing — Moming Duan:East China Normal University;Rui Zhao:University of Oxford;Linshan Jiang:National University of Singapore;Nigel Shadbolt:University of Oxford;Bingsheng He:National University of Singapore
(web1404) COMA: A Collaborative Multi-Role Agent Framework for Automated Lesson Plan Generation — Xiaoli Zeng:Guangdong Institute of Smart Education, Jinan University;Ying Zheng:Guangdong Institute of Smart Education, Jinan University;Shuyan Huang:TAL Education Group;Zitao Liu:Guangdong Institute of Smart Education, Jinan University;Mi Tian:TAL Education Group;Mingliang Hou:TAL Education Group;Jiaqi Zheng:Guangdong Institute of Smart Education, Jinan University;Wenzhou Dou:TAL Education Group
(web1406) Modeling Multimodal Information Cascade on Social Media with Interpretable Mixture of Experts — Xin Jing:State Key Laboratory of IOTSC, University of Macau;Zeyu Shi:State Key Laboratory of IOTSC, University of Macau;Zhangtao Cheng:University of Electronic Science and Technology of China;Yichen Jing:State Key Laboratory of IOTSC, University of Macau;Yuhuan Lu:State Key Laboratory of IOTSC, University of Macau;Bangchao Deng:State Key Laboratory of IOTSC, University of Macau;Dingqi Yang:State Key Laboratory of IOTSC, University of Macau
(web1408) From Insight to Intervention: Interpretable Neuron Steering for Controlling Popularity Bias in Recommender Systems — Parviz Ahmadov:Delft University of Technology;Masoud Mansoury:Intelligent System, Delft University of Technology
(web1410) RegimeGuard: Continual Learning Queue Scheduling for Socially Critical Web Services — Zhipeng Liu:Zhejiang University;Ziming Zhao:School of Software Technology, Zhejiang University;Fan Zhang:Zhejiang University
(web1447) From Native Memes to Global Moderation: Cross-Cultural Evaluation of Vision–Language Models for Hateful Meme Detection — Mo Wang:Macquarie University;Kaixuan Ren:Macquarie University;Pratik Jalan:Macquarie University;Ahmed Ashraf:Nile University;Tuong Vy Vu:Macquarie University;Rahul Seetharaman:University of Massachusetts Amherst;Shah Nawaz:Johannes Kepler University;Usman Naseem:Macquarie University
(web1478) AgriGPT-Omni: A Unified Speech–Vision–Text Framework for Multilingual Agricultural Intelligence — Bo Yang:Zhejiang University;Lanfei Feng:Zhejiang University;Yunkui Chen:Zhejiang University;Yu Zhang:Zhejiang University;Jianyu Zhang:Zhejiang University;Xiao Xu:Zhejiang University;Nueraili Aierken:Zhejiang University;Shijian Li:Zhejiang University
(web1490) Unleashing the Recommendation Power of Large Language Model via Progressive Best Subset Selection — Yicheng Di:School of Artificial Intelligence and Computer Science, Jiangnan University
(web1496) Enhancing Content Moderation with LLMs: A Reddit Case Study on Evaluating and Refining Human Decisions — Jiahui He:The Hong Kong University of Science and Technology (Guangzhou);Yiluo Wei:The Hong Kong University of Science and Technology (Guangzhou);Gareth Tyson:The Hong Kong University of Science and Technology (Guangzhou)