Accepted Papers - Industry

(ind0019) PI2I: A Personalized Item-Based Collaborative Filtering Retrieval Framework — Shaoqing Wang:Alibaba Group;Yingcai Ma:Alibaba Group;Kairui Fu:Zhejiang University;Ziyang Wang:Alibaba Group;Dunxian Huang:Alibaba Group;Yuliang Yan:Alibaba Group;Jian Wu:Alibaba Group
(ind0026) ARCHER: Shooting Straight in Multimodal E-Commerce Search at Alibaba with Progressive Alignment — Maolin Wang:City University of Hong Kong;Lang Fu:Alibaba International Digital Commerce Group;Jun Chu:Alibaba International Digital Commerce Group;Kai Guo:Alibaba International Digital Commerce Group;Chenjie Qin:Alibaba International Digital Commerce Group;Xinxin Wang:Alibaba International Digital Commerce Group;Siyu Wu:Alibaba International Digital Commerce Group;Wen Jiang:Alibaba International Digital Commerce Group;Xiangyu Zhao:City University of Hong Kong
(ind0030) A Generative Contextual Comprehension Paradigm for Takeout Ranking Model — Ziheng Ni:JD.com;Congcong Liu:JD.com;Cai Shang:JD.com;Yiming Sun:JD.com;Junjie Li:JD.com;Zhiwei Fang:JD.com;Guangpeng Chen:JD.com;Li Jian:JD.com;Zehua Zhang:JD.com;Changping Peng:JD.COM;Zhangang Lin:JD.com;Ching Law:JD.com;Jingping Shao:JD
(ind0051) Self-Evolving LLMs via Continual Instruction Tuning — Jiazheng Kang:Beijing University of Posts and Telecommunications, Beijing University of Posts and Telecommunications;Le Huang:Beijing University of Posts and Telecommunications;Cheng Hou:Researcher;Zhe Zhao:Researcher;ZhenXiang Yan:Researcher;Ting Bai:Beijing University of Posts and Telecommunications
(ind0055) FRiskGPT: A Generative Foundation Model for Financial Risk Detection — Zhongjian Zhang:Beijing University of Posts and Telecommunications,China Telecom Bestpay;Mengmei Zhang:China Telecom Bestpay;Dehua Xu:China Telecom Bestpay;Rongjun Shi:China Telecom Bestpay;Jianfeng Liu:China Telecom Bestpay;Fuli Meng:China Telecom Bestpay;Huajian Xu:China Telecom Bestpay;Xiao Wang:Beihang University;Ruijia Wang:China Telecom Cloud Computing Research Institute;Junze Chen:China Telecom Bestpay;Minwei Tang:China Telecom Bestpay;Chuan Shi:Beijing University of Post and Telecommunication
(ind0059) OpenDigger: A Practical Framework for Assessing Community Health and Sustainability in Open Source Collaboration Platforms — Wei Wang:East China Normal University;Fanyu Han:East China Normal University;Shengyu Zhao:Tongji University;Xuan Zhou:East China Normal University;Weining Qian:East China Normal University;Aoying Zhou:East China Normal University;Xiaoya Xia:Ant Group;Liyun Yang:China Electronics Standardization Institute;Rong Wang:Alibaba Group;Ning Jiang:Apache Software Foundation;Moming Duan:East China Normal University
(ind0062) VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering — Zhenghan Tai:SimpleWay.AI;Hanwei Wu:SimpleWay.AI;Qingchen Hu:SimpleWay.AI;Jijun Chi:SimpleWay.AI;Hailin He:SimpleWay.AI;Lei Ding:University of Manitoba;Tung Sum Thomas Kwok:SimpleWay.AI;Bohuai Xiao:SimpleWay.AI;Yuchen Hua:SimpleWay.AI;Suyuchen Wang:Mila – Quebec AI Institute;Peng Lu:University of Montreal;Muzhi Li:The Chinese University of Hong Kong;Yihong Wu:University of Montreal;Liheng Ma:Mila – Quebec AI Institute;Jerry Huang:Mila – Quebec AI Institute;Jiayi Zhang:Hong Kong University of Science and Technology;Gonghao Zhang:Flab;Chaolong Jiang:SimpleWay.AI;Jingrui Tian:University of California, Los Angeles;Sicheng Lyu:McGill University;Zeyu Li:Nanyang Technological University;Boyu Han:Stanford University;Fengran Mo:University of Montreal;Xinyue Yu:University of Montreal;Yufei Cui:McGill University;Ling Zhou:CG Matrix Technology Limited;Xinyu Wang:McGill University
(ind0063) GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations — Zhuoning Guo:Hong Kong University of Science and Technology (Guangzhou);Guangxing Chen:Baidu;Qian Gao:Baidu;Xiaochao Liao:Baidu;Jianjia Zheng:Baidu;Lu Shen:Baidu;Hao Liu:The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology
(ind0064) LSIG: Long Semantic IDs for Generative Recommendation — Zhao Li:Zhejiang University,Taotian Group;FengYang Qi:Taotian Group;Chuanyu Xu:Taotian Group;Tao Zhang:Taotian Group;Chengfu Huo:Taotian Group;Peng Zhang:Zhejiang University
(ind0066) A Long-term Value Prediction Framework In Video Ranking — Huabin Chen:Alibaba Group;Xinao Wang:Alibaba Group;Huiping Chu:Alibaba Group;Keqin Xu:Alibaba Group;Chenhao Zhai:Tsinghua University;Chenyi Wang:Alibaba Group;Kai Meng:Alibaba Group;Yuning Jiang:Alibaba Group
(ind0067) GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework — Yijia Sun:Kuaishou Technology;Shanshan Huang:Kuaishou Technology;Zhiyuan Guan:Shanghai Jiaotong University,Kuaishou Technology;Qiang Luo:Kuaishou Technology;Ruiming Tang:Kuaishou Technology;Kun Gai:Unaffiliated;Guorui Zhou:Algorithm, Kuaishou Technology
(ind0081) Multi-Domain Marker Aggregation for Threat Detection in Cloud Environments — Junshen Xu:Amazon Web Services;Jiayun Zhang:Amazon Web Services;Yi Fan:Amazon Web Services
(ind0082) Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA — Xing Tang:Shenzhen Technology University;Hao Chen:FiT,Tencent;Shiwei Li:Huazhong University of Science and Technology;Fuyuan Lyu:McGill University;Weijie Shi:Hong Kong University of Science and Technology;Lingjie Li:Shenzhen Technology University;Dugang Liu:Shenzhen University;Weihong Luo:FiT,Tencent;Xiku Du:FiT,Tencent;Xiuqiang He:Shenzhen Technology University
(ind0088) When Agents Trade: Live Multi-Market Trading Arena for LLM Agents — Lingfei Qian:The FinAI;Xueqing Peng:The FinAI;Hanley Smith:PAAL AI;Yi Han:Georgia Institute of Technology;Yueru He:Columbia University;Haohang Li:Stevens Institute of Technology;Yupeng Cao:Stevens Institute of Technology;Yangyang Yu:Stevens Institute of Technology;Guojun Xiong:Harvard University;Peng Lu:University of Montreal;Yan Wang:The FinAI;Vincent Jim Zhang:DeepKin;Huan He:The FinAI;Alejandro Lopez-Lira:University of Florida;Jimin Huang:The FinAI,National Centre for Text Mining, University of Manchester;Jian-Yun Nie:University of Montreal;Sophia Ananiadou:National Centre for Text Mining, University of Manchester,Tecnologico de Monterrey
(ind0090) ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map — Fuling Wang:Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology(Guangzhou);Le Zhang:Baidu Research, Baidu;Jingbo Zhou:Baidu Research, Baidu;Jindong Han:School of Artificial Intelligence, Shandong University;Ying Sun:Thrust of Artificial Intelligence, Hong Kong University of Science and Technology (Guangzhou);Chuan Qin:Department of Big Data Technology and Application Development, CNIC,Chinese Academy of Sciences;Hengshu Zhu:Department of Big Data Technology and Application Development, Computer Network Information Center,Chinese Academy of Sciences;Hui Xiong:Thrust of Artificial Intellegence, Hong Kong University of Science and Technology (Guangzhou),Department of Computer Science and Engineering, Hong Kong University of Science and Technology Hong Kong SAR
(ind0097) Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations — Minmao Wang:Fudan University;Xingchen Liu:Kuaishou Technology;Shijie Yi:Kuaishou Technology;Likang Wu:Tianjin University;Hongke Zhao:Tianjin University;Fei Pan:Kuaishou Technology;Qingpeng Cai:Kuaishou Technology;Peng Jiang:Kuaishou Technology
(ind0103) Smart Eye: LLM-Guided Proposer-Verifier Framework for Industrial-Scale Log Anomaly Detection — Changhua Pei:Computer Network Information Center, Chinese Academy of Sciences,Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences;Hang Cui:Computer Network Information Center, Chinese Academy of Sciences,University of the Chinese Academy of Sciences;Jingjing Li:Computer Network Information Center, Chinese Academy of Sciences;Yuxuan Li:Computer Network Information Center, Chinese Academy of Sciences;Zihan Liu:Computer Network Information Center, Chinese Academy of Sciences;Xinyuan Liao:CloudCore, Huawei Technologies Ltd;Cenjie Hu:Shenyang Institute of Automation, Chinese Academy of Sciences;Jiabao Wang:CloudCore, Huawei Technologies Ltd;Zheyuan Li:Computer Network Information Center, Chinese Academy of Sciences;Zexin Wang:Computer Network Information Center, Chinese Academy of Sciences;Haotian Si:Computer Network Information Center, Chinese Academy of Sciences;Ke Xiang:Computer Network Information Center, Chinese Academy of Sciences;Gaogang Xie:Computer Network Information Center, Chinese Academy of Sciences;Dan Pei:Tsinghua University
(ind0108) AliBoostV2: CTR-Growth Balanced Boosting Framework in Billion-Scale Recommendation Platform — Qijie Shen:Alibaba Group;Yuanchen Bei:Zhejiang University;Zihong Huang:Alibaba Group;Xixian Wang:Jinan University;Zhibo Xiao:Alibaba Group;Dimin Wang:Alibaba Group;Jialin Zhu:Alibaba Group;Yuning Jiang:Alibaba Group;Feiran Huang:Beihang University;Hao Chen:City University of Macau
(ind0112) Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment — Qingyang Liu:Shanghai Jiao Tong University;Jiangtong Li:Tongji University;Zelin Peng:Shanghai Jiao Tong University;Shaobo Wang:Shanghai Jiao Tong University;Zhaohe Liao:Shanghai Jiao Tong University;Shuochen Chang:Shanghai Jiao Tong University;Bingjie Gao:Shanghai Jiao Tong University;Haonan Zhao:Shanghai Jiao Tong University;Mu Liu:ByteDance;Jidong Jiang:ByteDance;Li Niu:Shanghai Jiao Tong University
(ind0115) Accurate and Efficient Personalized Query Rewriting in Baidu Search — Xu Chu:Peking University;Angela Li:Mobile Ecosystem Group, Baidu Inc.;Jiaming Zhang:Mobile Ecosystem Group, Baidu Inc.;Wei Li:Mobile Ecosystem Group, Baidu Inc.;Zhijie Tan:Peking University;Dawei Yin:Mobile Ecosystem Group, Baidu Inc.;Shuaiqiang Wang:Mobile Ecosystem Group, Baidu Inc.;Daiting Shi:Mobile Ecosystem Group, Baidu Inc.
(ind0132) URLBank: Data-Driven URL Discovery via Temporal Link Graphs — Felipe Marineli:Roma Tre University,Meltwater Deutschland GmbH;Valerio Cetorelli:Meltwater (UK) Ltd;Valter Crescenzi:Roma Tre University;Tim Furche:Meltwater (UK) Ltd;Xiaonan Guo:Meltwater (UK) Ltd
(ind0137) BanditLP: Large-Scale Stochastic Optimization for Personalized Recommendations — Phuc Nguyen:LinkedIn;Benjamin Zelditch:LinkedIn;Joyce Chen:LinkedIn;Rohit K Patra:LinkedIn;Changshuai Wei:LinkedIn
(ind0144) Aligning Query Rewriting with Human Cognition and Preference in E-Commerce Search — Ruize Ou:Alibaba Group;Kai Wang:Alibaba Group;Jianzhi Shao:Alibaba Group;Tao Zhang:Alibaba Group;Chengfu Huo:Alibaba Group
(ind0149) iQ-Guard: An Effective and Noise-Resistant Framework for Graph Fraud Detection on iQIYI Platform — Yuting Huang:School of Software, Zhejiang University;Ziquan Fang:School of Software, Zhejiang University;Zhengjie Zhou:Ant Group;Tinghui Luo:School of Software, Zhejiang University;Lu Chen:College of Computer Science and Technology, Zhejiang University;Surun Ji:iQIYI Inc;Huimei Zheng:iQIYI Inc;Mingfan Lu:iQIYI Inc;Fangshu Chen:Shanghai Polytechnic University;Yunjun Gao:College of Computer Science and Technology, Zhejiang University
(ind0154) TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance — Jianhui Yang:Tsinghua University,Taobao & Tmall Group of Alibaba;Yiming Jin:Taobao & Tmall Group of Alibaba;Pengkun Jiao:Fudan University,Taobao & Tmall Group of Alibaba;Chenhe Dong:Taobao & Tmall Group of Alibaba;Zerui Huang:Taobao & Tmall Group of Alibaba;Shaowei Yao:Taobao & Tmall Group of Alibaba;Xiaojiang Zhou:Taobao & Tmall Group of Alibaba;Dan Ou:Taobao & Tmall Group of Alibaba;Haihong Tang:Taobao & Tmall Group of Alibaba
(ind0159) Delay-Aware Graph Neural Stochastic Differential Equations for Financial Time Series Modeling and Forecasting — Mingjie You:Tongji University;Dawei Cheng:Tongji University;Meilin Zhang:Tongji University;Peng Zhu:Tongji University;Yuqi Liang:Seek Data Group, Emoney Inc.
(ind0162) GAM: A Generative Auto-Marketing Framework in Online E-commerce Platforms — Yuejia Dou:Gaoling School of Artificial Intelligence, Renmin University of China;Shuai Dou:Alibaba Group;Yuchao Ma:Gaoling School of Artificial Intelligence, Renmin University of China;Bingzhe Wang:Gaoling School of Artificial Intelligence, Renmin University of China;Tianyu Wang:Alibaba Group;Zhilin Zhang:Alibaba Group;Chuan Yu:Alibaba Group;Jian Xu:Alibaba Group;Qi Qi:Gaoling School of Artificial Intelligence, Renmin University of China,Beijing Key Laboratory of Research on Large Models and Intelligent Governance
(ind0163) Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin — Lin Guan:ByteDance;Jia-Qi Yang:ByteDance;Zhishan Zhao:ByteDance;Beichuan Zhang:ByteDance;Bo Sun:ByteDance;Xuanyuan Luo:ByteDance;Jinan Ni:ByteDance;Xiaowen Li:ByteDance;Yuhang Qi:ByteDance;Zhifang Fan:ByteDance;Hangyu Wang:ByteDance;Qiwei Chen:ByteDance;Yi Cheng:ByteDance;Feng Zhang:ByteDance;Xiao Yang:ByteDance
(ind0179) Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations — Zerui Chen:Harbin Institute of Technology;Heng Chang:Huawei Technologies Co., Ltd.;Tianying Liu:Huawei Technologies Co., Ltd.;Chuantian Zhou:Beijing University of Posts and Telecommunications;Yi Cao:Huawei Technologies Co., Ltd.;Jiandong Ding:Huawei Technologies Co., Ltd.;Ming Liu:Harbin Institute of Technology;Bing Qin:Harbin Institute of Technology
(ind0188) When Rules Fall Short: Agent-Driven Discovery of Emerging Content Issues in Short Video Platforms — Chenghui Yu:TikTok Inc.;Hongwei Wang:TikTok Inc.;Junwen Chen:TikTok Inc.;Zixuan Wang:TikTok Inc.;Bingfeng Deng:TikTok Inc.;Zhuolin Hao:TikTok Inc.;Hongyu Xiong:TikTok Inc.;Yang Song:TikTok Inc.
(ind0191) TRABL: A Unified Framework for Travel Domain Aspect-Based Sentiment Analysis Applications of Large Language Models — Omer Madmon:Technion - Israel Institute of Technology,Booking.com;Shiran Golan:Booking.com;Eran Fainman:Booking.com;Ofri Kleinfeld:Booking.com;Moran Beladev:Booking.com
(ind0194) CardRewriter: Leveraging Knowledge Cards for Long-Tail Query Rewriting on Short-Video Platforms — Peiyuan Gong:GSAI, Renmin University of China;Feiran Zhu:Kuaishou Technology;Yaqi Yin:Kuaishou Technology;ChengLei Dai:Kuaishou Technology;Chao Zhang:Kuaishou Technology;Kai Zheng:Independent;Wentian Bao:Independent;Jiaxin Mao:GSAI, Renmin University of China;Yi Zhang:Kuaishou Technology
(ind0197) Unleashing the Potential of Sparse Attention on Long-term Behaviors for CTR Prediction — Weijiang Lai:Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences;Beihong Jin:Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences;Di Zhang:Meituan;Siru Chen:Meituan;Jiongyan Zhang:Meituan;Yuhang Gou:Meituan;Jian Dong:Meituan;Xingxing Wang:meituan
(ind0208) Not All Candidates are Created Equal: A Heterogeneity-Aware Approach to Pre-ranking in Recommender Systems — Pengfei Tong:ByteDance;Siyuan Chen:ByteDance;Chenwei Zhang:ByteDance;Bo Wang:ByteDance;Qi Pi:ByteDance;Pixun Li:ByteDance;Zuotao Liu:ByteDance
(ind0211) From Sold-Out to Sales Uplift: Causal Inference for Intelligent Inventory Management on Online Travel Platforms — Fanwei Zhu:Hangzhou City University;Zhuoran Zhuang:Alibaba Group;Detao Lv:Alibaba Group;Manwei Li:Alibaba Group;Yao Yu:Alibaba Group
(ind0216) NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative Recommendations — Yejing Wang:City University of Hong Kong;Shengyu Zhou:Alibaba Group;Jinyu Lu:Alibaba Group;Ziwei Liu:City University of Hong Kong;Langming Liu:Alibaba Group;Maolin Wang:City University of Hong Kong;Wenlin Zhang:City University of Hong Kong;Feng Li:Alibaba Group;Wenbo Su:Alibaba Group;Pengjie Wang:Alibaba Group;Jian Xu:Alibaba Group;Xiangyu Zhao:City University of Hong Kong
(ind0233) Financial Wind Tunnel: A Retrieval-Augmented Market Simulator — Bokai Cao:The Hong Kong University of Science and Technology (Guangzhou),IDEA Research, International Digital Economy Academy;Xueyuan Lin:The Hong Kong University of Science and Technology (Guangzhou),IDEA Research, International Digital Economy Academy;Yiyan Qi:IDEA Research, International Digital Economy Academy;Chengjin Xu:IDEA Research, International Digital Economy Academy;Cehao Yang:The Hong Kong University of Science and Technology (Guangzhou),IDEA Research, International Digital Economy Academy;Jian Guo:IDEA Research, International Digital Economy Academy
(ind0237) PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations — Ruining He:Google DeepMind;Lukasz Heldt:YouTube;Lichan Hong:Google DeepMind;Raghunandan Keshavan:YouTube;Shifan Mao:YouTube;Nikhil Mehta:Google DeepMind;Zhengyang Su:YouTube;Alicia Tsai:Google DeepMind;Yueqi Wang:YouTube;Shao-Chuan Wang:Google DeepMind;Xinyang Yi:Google DeepMind;Lexi Baugher:YouTube;Baykal Cakici:YouTube;Ed Chi:Google DeepMind;Cristos Goodrow:YouTube;Ningren Han:YouTube;He Ma:YouTube;Romer Rosales:YouTube;Abby Van Soest:YouTube;Devansh Tandon:YouTube;Su-Lin Wu:YouTube;Weilong Yang:YouTube;Yilin Zheng:YouTube
(ind0247) Warmer for Less: A Cost-Efficient Strategy for Cold-Start Recommendations at Pinterest — Saeed Ebrahimi:Pinterest,Inc.,West Virginia University;Weijie Jiang:Pinterest,Inc.;Jaewon Yang:Pinterest,Inc.;Olafur Gudmundsson:Pinterest,Inc.;Yucheng Tu:Pinterest,Inc.;Huizhong Duan:Pinterest,Inc.
(ind0261) Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm — Jianting Tang:University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence;Dongshuai Li:Researcher;Tao Wen:Researcher;Fuyu Lv:Researcher;Dan Ou:Researcher;Linli Xu:University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence
(ind0269) Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search — Yuchen Li:Baidu Inc.,Shanghai Jiao Tong University;Rui Kong:Baidu Inc.;Xinran Chen:Baidu Inc.;Chengzhe Zhang:Baidu Inc.;Jiamin Chen:City University of Hong Kong;Cheng Deng:University of Edinburgh;Xinyu Ma:Baidu Inc.;Haojie Zhang:Baidu Inc.;Tianhao Peng:Baidu Inc.;Hengyi Cai:Baidu Inc.;Shuaiqiang Wang:Baidu Inc.;Jiashu Zhao:Wilfrid Laurier University;Yongqi Zhang:The Hong Kong University of Science and Technology (Guangzhou);Haoyi Xiong:Baidu Inc.;Jimmy Xiangji Huang:York University;Lei Chen:The Hong Kong University of Science and Technology (Guangzhou);Jun Wang:University College London;Dawei Yin:Baidu Inc.
(ind0270) Orchestration-Free Customer Service Automation: A Privacy-Preserving and Flowchart-Guided Framework — Mengze Hong:Hong Kong Polytechnic University;Chen Jason Zhang:Hong Kong Polytechnic University;Zichang Guo:Hong Kong Polytechnic University;Hanlin Gu:AI Group, WeBank;Di Jiang:Hong Kong Polytechnic University;Qing Li:Hong Kong Polytechnic University
(ind0285) AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search — Hebin Liang:Tianjin University;Jianye Hao:Tianjin University;Jinyi Liu:Tianjin University;Yi Ma:Shanxi University;Zilin Cao:Tianjin University;Jing Liang:Tianjin University;Kun Shao:Huawei Noah's Ark Lab;Zhaocheng Du:Huawei Noah's Ark Lab;Fei Ni:Imperial College London;Yifu Yuan:Tianjin University;Yan Zheng:Tianjin Unibersity
(ind0290) OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender — Zhaoqi Zhang:Nanyang Technological University,ByteDance;Haolei Pei:ByteDance;Jun Guo:ByteDance;Tianyu Wang:ByteDance;Yufei Feng:ByteDance;Hui Sun:ByteDance;Shaowei Liu:ByteDance;Aixin Sun:Nanyang Technological University
(ind0295) Thinking Broad, Acting Fast: Latent Reasoning Distillation from Multi-Perspective Chain-of-Thought for E-Commerce Relevance — Baopu Qiu:Alibaba International Digital Commerce Group;Hao Chen:Alibaba International Digital Commerce Group;Yuanrong Wu:Zhejiang University;Changtong Zan:Alibaba International Digital Commerce Group;Chao Wei:Alibaba International Digital Commerce Group;Weiru Zhang:Alibaba International Digital Commerce Group;Xiaoyi Zeng:Alibaba International Digital Commerce Group
(ind0316) From Modularity to Unity: Towards Industrial-Scale Generative Recommendation — Xiaofeng Liu:JD.com;Wenliang Li:JD.com;Tao Yu:JD.com;Guanliang Song:JD.com;Zhen Chen:JD.com;Jing Zhou:JD.com;Dongyue Wang:JD.com;Xiwei Zhao:JD.com;Sulong Xu:JD.com
(ind0320) Multilingual Reference Need Assessment System for Wikipedia — Aitolkyn Baigutanova:Korea Advanced Institute of Science & Technology;Francisco Navas:Wikimedia;Pablo Aragon:Wikimedia Foundation;Mykola Trokhymovych:Universitat Pompeu Fabra;Muniza Aslam:Independent;Ai-Jou Chou:Product & Technology, Wikimedia;Miriam Redi:King's College London,University of London;Diego Saez Trumper:Wikimedia
(ind0322) Enhancing Ride-Hailing Forecasting at DiDi with Multi-View Geospatial Representation Learning from the Web — Xixuan Hao:The Hong Kong University of Science and Technology (Guangzhou);Guicheng Li:China University of Geoscience (Wuhan);Daiqiang Wu:Didichuxing Co. Ltd;Xusen Guo:The Hong Kong University of Science and Technology (Guangzhou);Yumeng Zhu:Didichuxing Co. Ltd;Zhichao Zou:Didichuxing Co. Ltd;Peng Zhen:Didichuxing Co. Ltd;Yao Yao:China University of Geoscience (Wuhan);Yuxuan Liang:The Hong Kong University of Science and Technology (Guangzhou)
(ind0324) Unbiased Multimodal Reranking for Long-Tail Short-Video Search — Wenyi Xu:Zhejiang University,Kuaishou Technology;Feiran Zhu:Kuaishou Technology;Songyang Li:Kuaishou Technology;Renzhe Zhou:Kuaishou Technology;Chao Zhang:Kuaishou Technology;ChengLei Dai:Kuaishou Technology;Yuren Mao:Zhejiang University;Yunjun Gao:Zhejiang University;Yi Zhang:Kuaishou Technology
(ind0325) From Reasoning LLMs to BERT: A Two-Stage Distillation Framework for Search Relevance — Runze Xia:Meituan;Yupeng Ji:Meituan;Yuxi Zhou:Meituan;Haodong Liu:Meituan;Teng Zhang:Meituan;Piji Li:Researcher
(ind0331) GRADE: Personalized Multi-Task Fusion via Group-Relative Reinforcement Learning with Adaptive Dirichlet Exploration — Tingfeng Hong:Kuaishou Technology;Pingye Ren:Kuaishou Technology;Xinlong Xiao:Kuaishou Technology;Chao Wang:Kuaishou Technology;Chenyi Lei:Kuaishou Technology;Wenwu Ou:Kuaishou Technology;Han Li:Kuaishou Technology
(ind0338) Visual Content Moderation in Messaging Systems — Maria Ljubičić:Infobip,Graz University of Technology;Emanuel Lacić:Infobip;Denis Helić:Graz University of Technology
(ind0363) DG-MCTS: Dual-Guidance Monte Carlo Tree Search for Adaptive Emotional Support Dialogue Planning — Benshuo Lin:South China Normal University;Jiayu Ding:South China Normal University;Yuelei Li:Chongqing Samin Consumer Finance Co., Ltd.;Peng Wu:Chongqing Samin Consumer Finance Co., Ltd.;Yun Xue:South China Normal University;Yiping Song:National University of Defense Technology
(ind0369) LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Multilingual Text-Centric VQA — Jing Huang:Ant Digital Technologies, Ant Group;Zhiya Tan:College of Computing and Data Science, Nanyang Technological University,Ant Digital Technologies, Ant Group;Shutao Gong:Ant Digital Technologies, Ant Group;Fanwei Zeng:Ant Digital Technologies, Ant Group;Joey Tianyi Zhou:CFAR, Agency for Science, Technology and Research,IHPC, Agency for Science, Technology and Research;Changtao Miao:Ant Group;Huazhe Tan:Ant Digital Technologies, Ant Group;Weibin Yao:Ant Digital Technologies, Ant Group;Jianshu Li:Ant Digital Technologies, Ant Group
(ind0371) A Creator-Aware Recommendation System for Content Platforms — Wenjing Li:Shanghai Jiao Tong University;Jiang Rong:Xiaohongshu;Yao Hu:Xiaohongshu;Zhenzhe Zheng:Shanghai Jiao Tong University;Fan Wu:Shanghai Jiao Tong University
(ind0374) FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform — Kakam Chong:Tsinghua University;Xu Yan:Alibaba Group;Shuai Xiao:Alibaba Group;Ming Chen:Alibaba Group, Alibaba Group;Chen Ju:Alibaba Group;Fei Huang:Alibaba Group;Yuantao Gu:Tsinghua University;Shuguang Han:Alibaba Group;Jufeng Chen:Alibaba Group
(ind0381) Improving Multi Task Recommendations via Cross User Learning with a Hybrid Pointwise and Pairwise Ranking Loss — Abhinav Naikawadi:Pinterest Inc.;Hedi Xia:Pinterest Inc.;Dafang He:Pinterest Inc.;Yichu Zhou:Pinterest Inc.;Xue Xia:Pinterest Inc.;Piyush Maheshwari:Pinterest Inc.;Bella Huang:Pinterest Inc.;Bowen Deng:Pinterest Inc.;James Li:Pinterest Inc.;Dhruvil Deven Badani:Pinterest Inc.;Yijie Dylan Wang:Pinterest Inc.