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Paper IDPaper CyclePaper TitleAuthor(s)Author Emails
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ADS Papers
Room 707
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Tuesday, August 508:00-10:00
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Graph Neural Networks
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SESSION CHAIR: Lei Huang
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1158Feb-25GiGL: Large-Scale Graph Neural Networks at SnapchatTong Zhao;Yozen Liu;Matthew Kolodner;Kyle Montemayor;Elham Ghazizadeh;Ankit Batra;Zihao Fan;Xiaobin Gao;Xuan Guo;Jiwen Ren;Se Rim Park;Peicheng Yu;Jun Yu;Shubham Vij;Neil Shahtong@snap.com;yliu2@snapchat.com;mkolodner@snapchat.com;kmonte@snap.com;eghazizadeh2023@gmail.com;a9batra@uwaterloo.ca;fanzihao.thu@gmail.com;haigiulovexiaogiu@gmail.com;xguo2@snapchat.com;jren2@snapchat.com;serimp@twitter.com;peicheng.yu@snapchat.com;jun.yu@snap.com;svij@snapchat.com;nshah171@gmail.com
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2481Feb-25Enhanced Insurance Claim Prediction via Decoupled Graph Neural Networks with Pseudo LabelingHongrui Liu;Daixin Wang;WuYifan WuYifan;Zhiqiang Zhang;Xiaobo Qinwlgoodboys@163.com;daixinwang@qq.com;wuyifan.wyf@antgroup.com;lingyao.zzq@antfin.com;kyrie.qxb@antgroup.com
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3503Feb-25FLAG: Fraud Detection with LLM-enhanced Graph Neural NetworkChengdong Yang;Hongrui Liu;Daixin Wang;Zhiqiang Zhang;Cheng Yang;Chuan Shi13811080302@163.com;wlgoodboys@163.com;daixinwang@qq.com;lingyao.zzq@antfin.com;albertyang33@gmail.com;shichuan@bupt.edu.cn
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453Aug-24LinkSAGE: Optimizing Job Matching Using Graph Neural NetworksPing Liu;Haichao Wei;Xiaochen Hou;Jianqiang Shen;Shihai He;Kay Qianqi Shen;Zhujun Chen;Fedor Borisyuk;Daniel Hewlett;Liang Wu;Srikant Veeraraghavan;Alex Tsun;Chengming Jiang;Wenjing Zhangpiliu@linkedin.com;haichaowei@gmail.com;xiahou@linkedin.com;jshen@linkedin.com;she1@linkedin.com;qishen@linkedin.com;zhuchen@linkedin.com;fedorvb@gmail.com;dhewlett@gmail.com;wuliang211@gmail.com;srikantv@uchicago.edu;alextsun123@gmail.com;cjiang@linkedin.com;zwj1984@gmail.com
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569Feb-25Multi-task Offline Reinforcement Learning for Online Advertising in Recommender SystemsLangming Liu;Wanyu Wang;Chi Zhang;Bo Li;Hongzhi Yin;Xuetao Wei;Wenbo Su;Bo Zheng;Xiangyu Zhaolangmiliu2-c@my.cityu.edu.hk;wanyuwang4-c@my.cityu.edu.hk;zhangchi20@hrbeu.edu.cn;boli77-c@my.cityu.edu.hk;h.yin1@uq.edu.au;weixt@sustech.edu.cn;vincent.swb@alibaba-inc.com;bozheng@alibaba-inc.com;xianzhao@cityu.edu.hk
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6389Feb-25Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer ExpansionXinyue Feng;SHUXIN ZHONG;Jinquan Hang;Wenjun Lyu;Yuequn Zhang;Guang Yang;Haotian Wang;Desheng Zhang;Guang Wangxinyue.feng@rutgers.edu;shuxinzhong@hkust-gz.edu.cn;jinquan.hang@rutgers.edu;wenjun.lyu@rutgers.edu;yz1127@scarletmail.rutgers.edu;gy121@cs.rutgers.edu;wanghaotian18@jd.com;desheng@cs.rutgers.edu;guang@cs.fsu.edu
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Tuesday, August 513:00-15:00
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Search and Learning to Rank
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SESSION CHAIR: Balaji Krishnapuram
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1110Aug-24CATER: A Cluster-Based Alternative-Term Recommendation Framework for Large-Scale Web Search at NAVERJiwon Son;Jaeyoon Kim;Taekin Kim;Yeon-Chang Lee;Sang-Wook Kimtinybeing@hanyang.ac.kr;jaeyoon.kim@navercorp.com;taekin.kim@navercorp.com;yeonchang@unist.ac.kr;wook@hanyang.ac.kr
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2289Aug-24Generative Retrieval for Book SearchYubao Tang;Ruqing Zhang;Jiafeng Guo;Maarten Rijke;Shihao Liu;Shuaiqiang Wang;Dawei Yin;Xueqi Chengy.tang3@uva.nl;zhangruqing@ict.ac.cn;guojiafeng@ict.ac.cn;m.derijke@uva.nl;liushihao02@baidu.com;shqiang.wang@gmail.com;yindawei@acm.org;cxq@ict.ac.cn
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3195Feb-25Applying Large Language Model For Relevance Search In TencentDezhi Ye;Jie Liu;Junwei Hu;Jiabin Fan;Tian Bowen;Haijin Liang;Jin Ma390959029@qq.com;sd4886656@163.com;hugewave2015@gmail.com;jiabin@ualberta.ca;tianbwin@163.com;hodgeliang@tencent.com;daniellwang@tencent.com
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4238Feb-25Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language ModelYunling Feng;Gui Ling;Yue Jiang;jianfeng huang;OU Dan;Qingwen Liu;Fuyu Lv;Yajing Xuyunlingfeng@bupt.edu.cn;linggui.lg@alibaba-inc.com;jy270069@alibaba-inc.com;jianfenghuang@pku.edu.cn;oudan.od@alibaba-inc.com;xiangsheng.lqw@alibaba-inc.com;fuyu.lfy@alibaba-inc.com;xyj@bupt.edu.cn
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5340Aug-24RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale SearchYuchen Li;Haoyi Xiong;Yongqi Zhang;Jiang Bian;Tianhao Peng;Xuhong Li;Shuaiqiang Wang;Linghe Kong;Dawei Yinyuchenli1230@gmail.com;xhyccc@gmail.com;yzhangee@connect.ust.hk;jiangbian03@gmail.com;pengtianhao@buaa.edu.cn;lixuhong@baidu.com;shqiang.wang@gmail.com;linghe.kong@sjtu.edu.cn;yindawei@acm.org
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6102Feb-25RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web SearchYuchen Li;Hao Zhang;Yongqi Zhang;Hengyi Cai;Mingxin Cai;Shuaiqiang Wang;Haoyi Xiong;Linghe Kong;Dawei Yin;Lei Chenyuchenli1230@gmail.com;zhanghao81@baidu.com;yzhangee@connect.ust.hk;caihengyi@ict.ac.cn;021033910047@sjtu.edu.cn;shqiang.wang@gmail.com;xhyccc@gmail.com;linghe.kong@sjtu.edu.cn;yindawei@acm.org;leichen@cse.ust.hk
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Tuesday, August 515:30-17:30
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Image and Video Understanding
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SESSION CHAIR: Qi Zhu
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1261Feb-25FoRAGe: High-CTR Food Image Synthesis with Retrieval-Augmented Diffusion ModelJiaxu Feng;Xinyu Gao;Muqi Huang;Kanjun Xu;Yun Xiong;kun Zhou;ChuanLi ChuanLi;Feng Shijiaxu.feng@outlook.com;23210240161@m.fudan.edu.cn;huangmuqi.hmq@alibaba-inc.com;24210240355@m.fudan.edu.cn;yunx@fudan.edu.cn;kun.zhouk@alibaba-inc.com;lc357677@alibaba-inc.com;sam.sf@alibaba-inc.com
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2115Aug-24YaART: Yet Another ART Rendering TechnologySergey Kastryulin;Artem Konev;Alexander Shishenya;Eugene Lyapustin;Artem Khurshudov;Alexander Tselousov;Nikita Vinokurov;Denis Kuznedelev;Alexander Markovich;Grigoriy Livshits;Alexey Kirillov;Anastasiia Tabisheva;Liubov Chubarova;Marina Kaminskaia;Alexander Ustyuzhanin;Artemii Shvetsov;Daniil Shlenskii;Valerii Startsev;Dmitrii Kornilov;Mikhail Romanov;Dmitry Baranchuk;Artem Babenko;Sergei Ovcharenko;Valentin Khrulkovsergey.kastryulin@skoltech.ru;konev@yandex-team.ru;shishenya@yandex-team.ru;unishifft@gmail.com;khurshudovart@yandex-team.ru;atselousov@yandex-team.ru;beaver48@yandex-team.ru;dkuznedelev@yandex-team.ru;markaa@yandex-team.ru;kpebedkoz@gmail.com;alexkkir@gmail.com;tabisheva@yandex-team.ru;lyubachuba@gmail.com;mykaminskaya@yandex-team.ru;alex.ustyuzhanin98@yandex.ru;arshvetsoff@yandex-team.ru;daniil.shlenskii@gmail.com;sharfikeg@yandex-team.ru;dmitrkornilov@yandex-team.ru;romanov.michael.v@gmail.com;dmitrybaranchuk@gmail.com;artem.babenko@phystech.edu;dudevil@yandex-team.ru;khrulkov.v@gmail.com
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3415Feb-25COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM FrameworkXin Dong;Sen Jia;Wang Ming Rui;Yan Li;Zhenheng Yang;Bingfeng Deng;Hongyu Xiongxd48@scarletmail.rutgers.edu;jiasen.bit@tiktok.com;mingrui.wang@u.nus.edu;yan.li@cripac.ia.ac.cn;zhenheny@gmail.com;dengbingfeng@bytedance.com;hxiong2@stanford.edu
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4285Aug-24Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video SearchHengzhu Tang;Zefeng Zhang;Zhiping Li;Zhenyu Zhang;Xing Wu;Li Gao;Suqi Cheng;Dawei Yintanghengzhu@baidu.com;zhangzef1999@163.com;lzping1997@163.com;zhangzhenyu07@baidu.com;wuxing04@baidu.com;gaoli05@baidu.com;chengsuqi@gmail.com;yindawei@acm.org
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584Feb-25ADMIRE: ADaptive method to enhance Multiple Image REsolutions in text-rich multi-image understandingQipeng zhu;Xiong Wang;Zhihong Lu;Jiangwei Lao;Congyun Jin;Jie Chen;Yingzhe Peng;Qi Zhu;Lianzhen Zhong;Jiajia Liu;Peng Wei;Jian Wangqpzhu23@m.fudan.edu.cn;huoluo.wx@antgroup.com;qianli.lzh@antgroup.com;wenshuo.ljw@antgroup.com;jincongyun.jcy@antgroup.com;chenj19@fudan.edu.cn;yingzhe.peng@seu.edu.cn;zqcrafts@mail.ustc.edu.cn;zhonglianzhen.zlz@antgroup.com;lekun.ljj@antgroup.com;peng.wei@alipay.com;bobblair.wj@antgroup.com
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Wednesday, August 608:15-10:15INTENTIONALLY REMOVED FOR AI PANEL
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THEME:
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SESSION CHAIR:
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Wednesday, August 613:00-15:00
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THEME: User Modeling and Behavior Prediction
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SESSION CHAIR: Congyun Jin
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1174Aug-24Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR PredictionXiang Xu;Hao Wang;Wei Guo;Luankang Zhang;Wanshan Yang;Runlong Yu;Yong Liu;Defu Lian;Enhong Chendemon@mail.ustc.edu.cn;wanghao3@ustc.edu.cn;guowei67@huawei.com;zhanglk5@mail.ustc.edu.cn;wanshan.yang@colorado.edu;yrunl@mail.ustc.edu.cn;liu.yong6@huawei.com;liandefu@ustc.edu.cn;cheneh@ustc.edu.cn
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236Feb-25Retrieval Augmented Cross-Domain LifeLong Behavior Modeling for Enhancing Click-through Rate PredictionXing Tang;Chaohua Yang;Yuwen Fu;Ao Dongyang;Shiwei Li;Fuyuan Lyu;Dugang Liu;xiuqiang Hexing.tang@hotmail.com;ych981203@gmail.com;evenfu@tencent.com;aodongyang@foxmail.com;lishiwei@hust.edu.cn;fuyuan.lyu@mail.mcgill.ca;dugang.ldg@gmail.com;he.xiuqiang@gmail.com
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3327Aug-24SWaT: Statistical Modeling of Video Watch Time through User Behavior AnalysisShentao Yang;Haichuan Yang;Linna Du;Adithya Ganesh;Bo Peng;Boying Liu;Serena Li;Ji Liushentao.yang@utexas.edu;hyang.ur@gmail.com;linna.du@icloud.com;acganesh@meta.com;bopeng0823@gmail.com;boyingliu@meta.com;serenali@meta.com;ji.liu.uwisc@gmail.com
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4335Aug-24Prices Do Matter: Modeling Price Competitiveness for Online Hotel IndustryRuitao Zhu;Wendong Xiao;Yao Yu;Yangsu Liu;Zhenzhe Zheng;Shuqi Zhang;Dong Li;Fan Wusjtu_zrt@sjtu.edu.cn;xunxiao.xwd@alibaba-inc.com;yuyao90@gmail.com;liuyangsu.lys@alibaba-inc.com;zhengzhenzhe@sjtu.edu.cn;zhangshuqi.zsq@alibaba-inc.com;shiping@taobao.com;fwu@cs.sjtu.edu.cn
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5120Feb-25Generalizable On-device Human Activity Recognition with Pretrained LLMs for Last-mile DeliveryZhiqing Hong;Yiwei Song;Zelong Li;Anlan Yu;SHUXIN ZHONG;Yi Ding;Tian He;Desheng Zhangzhiqing.hong@rutgers.edu;songyiwei1@jd.com;22s136016@stu.hit.edu.cn;yal6040@pku.edu.cn;shuxinzhong@hkust-gz.edu.cn;yi.ding@utdallas.edu;dr.tianhe2@gmail.com;desheng@cs.rutgers.edu
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6136Feb-25Mini-Game Lifetime Value Prediction in WechatAochuan Chen;Yifan Niu;Ziqi Gao;Yujie Sun;Shoujun Liu;Gong Chen;Yang Liu;Jia Liphoveran@foxmail.com;yniu669@connect.hkust-gz.edu.cn;zgaoat@connect.ust.hk;sebastisun@tencent.com;aldenliu@tencent.com;natchen@tencent.com;yliukj@connect.ust.hk;jialee@hkust-gz.edu.cn
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Wednesday, August 615:30-17:30
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Agents, Tool Use, and Retrieval
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SESSION CHAIR: Yansong Ning
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1116Feb-25Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question AnsweringXinran Chen;Yuchen Li;Hengyi Cai;ZhuoranMa ZhuoranMa;Xuanang Chen;Haoyi Xiong;Shuaiqiang Wang;Ben He;Le Sun;Dawei Yinchenxinran22@mails.ucas.ac.cn;yuchenli1230@gmail.com;caihengyi@ict.ac.cn;mazhuoran@baidu.com;chenxuanang@iscas.ac.cn;xhyccc@gmail.com;shqiang.wang@gmail.com;benhe@ucas.ac.cn;sunle@iscas.ac.cn;yindawei@acm.org
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2278Feb-25DiMA: An LLM-Powered Ride-Hailing Assistant at DiDiYansong Ning;Shuowei Cai;Wei Li;Jun Fang;Naiqiang Tan;Hua Chai;Hao Liuyansongning002@gmail.com;632327015@qq.com;peterliwei@didiglobal.com;fangjun@didiglobal.com;tannaiqiang@didiglobal.com;chaihua@didichuxing.com;liuh@ust.hk
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3178Aug-24SoAy: A Solution-based LLM API-using Methodology for Academic Information SeekingYuanchun Wang;Jifan Yu;Zijun Yao;Jing Zhang;Yuyang Xie;Shangqing Tu;YIYANG FU;Youhe Feng;Jinkai Zhang;Jingyao Zhang;Huangbowen Huangbowen;Yuanyao Li;Huihui Yuan;Lei Hou;Juanzi Li;Jie Tangwangyuanchun@ruc.edu.cn;yujifan@mail.tsinghua.edu.cn;yaozj20@mails.tsinghua.edu.cn;zhang-jing@ruc.edu.cn;xieyy21@mails.tsinghua.edu.cn;tsq22@mails.tsinghua.edu.cn;fuyiyang2022201505@ruc.edu.cn;fyh516@ruc.edu.cn;zhangjinkai@ruc.edu.cn;jingyao.zhang@aminer.cn;bowen.huang@aminer.cn;yuanyao.li@aminer.cn;huihui.yuan@aminer.cn;houlei@tsinghua.edu.cn;lijuanzi2008@gmail.com;jietang@tsinghua.edu.cn
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4113Feb-25UniERF:A uniform embedding-based retrieval framework for E-commerce searchHao Jiang;Xiaoyu He;Fanyi Qu;Congcong Liu;Xue Jiang;Changping Peng;Zhangang Lin;Ching Law;Jingping Shaohaojiang@stu.hit.edu.cn;hexiaoyu5@jd.com;fanyiqu@pku.edu.cn;cliubh@connect.ust.hk;jiangxue1024@gmail.com;pengchangping@jd.com;linzhangang@jd.com;lawching@jd.com;shaojingping@jd.com
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5513Feb-25Hierarchical Lexical Graph for Enhanced Multi-Hop RetrievalAbdellah Ghassel;Ian Robinson;Gabriel Tanase;Hal Cooper;Bryan Thompson;Zhen Han;Vassilis Ioannidis;Soji Adeshina;Huzefa Rangwalaabdellah.ghassel@queensu.ca;ianrob@amazon.com;igtanase@amazon.com;hal.cooper@columbia.edu;bryant@amazon.com;hanzhen02111@163.com;vassilisnioannidis@gmail.com;adesojia@amazon.com;rangwala@gmu.edu
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6lamorgia@di.uniroma1.it;mei@di.uniroma1.it;mongardini@di.uniroma1.it
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Thursday, August 708:15-10:15
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Video and Multimodal Recommendations 1
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SESSION CHAIR: Siqi Lai
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181Aug-24Mutual Information-aware Knowledge Distillation for Short Video RecommendationHan Xu;Taoxing Pan;Zhiqiang Liu;Xiaoxiao Xuxhbj66@gmail.com;tx1997@mail.ustc.edu.cn;zhiqliu1103@gmail.com;xuxiaoxiao05@kuaishou.com
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2368Feb-25GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at KuaishouNinglu Shao;Jinshan Wang;Chenxu Wang;Qingbiao Li;Xiaoxue Zangninglu_shao@ruc.edu.cn;wangjinshan@kuaishou.com;wangchenxu13@meituan.com;liqingbiao@kuaishou.com;zxx1204007@gmail.com
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3411Feb-25Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at PinterestZhibo Fan;Hongtao Lin;Haoyu Chen;Bowen Deng;Hedi Xia;Yuke Yan;James Lizb1439@outlook.com;hongtaolin@pinterest.com;haoyuchen527@gmail.com;bdeng@pinterest.com;xiahedi@gmail.com;yukey@uchicago.edu;jamesyili@gmail.com
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4530Feb-25Leveraging Label Distributions as Anchors to Enhance Video RecommendationYulin Xu;Chao Cui;Shisong Tang;Fan Li;Bing Han;Huafeng Cao;Jiechao Gao;Hechang Chenyulinx8@uci.edu;chaocui01@gmail.com;tangshisong13@gmail.com;;hanbing@kuaishou.com;caohuafeng@kuaishou.com;jg5ycn@virginia.edu;chenhc@jlu.edu.cn
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Thursday, August 713:00-15:00
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Video and Multimodal Recommendations 2
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SESSION CHAIR: Charles Liu
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1539Feb-25Aligning and Balancing ID and Multimodal Representations for RecommendationBinrui Wu;Shisong Tang;Fan Li;Bing Han;Chang Meng;Jingyu Xiao;Jiechao Gao23210180068@m.fudan.edu.cn;tangshisong13@gmail.com;;hanbing@kuaishou.com;532632808@qq.com;whalexiao99@gmail.com;jg5ycn@virginia.edu
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2177Aug-24NoteLLM-2: Multimodal Large Representation Models for RecommendationChao Zhang;Haoxin Zhang;Shiwei Wu;Di Wu;Tong Xu;Xiangyu Zhao;Yan Gao;Yao Hu;Enhong Chenzclfe00@gmail.com;893560790@qq.com;dwustc@mail.ustc.edu.cn;wudi1123@foxmail.com;tongxu@ustc.edu.cn;xianzhao@cityu.edu.hk;wanjianyi@xiaohongshu.com;yaoohu@gmail.com;cheneh@ustc.edu.cn
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3288Feb-25Audio-Enhanced Vision-Language Modeling with Latent Space Broadening for High Quality Data ExpansionYu Sun;Yin Li;Ruixiao Sun;Chunhui Liu;Fangming Zhou;Ze Jin;Linjie Wang;Xiang Shen;Zhuolin Hao;Hongyu Xiongyu.sun@bytedance.com;yin_li@pku.edu.cn;ruixiaos@alumni.stanford.edu;chunhui.liu@bytedance.com;zhoufangming@bytedance.com;zj58@cornell.edu;wanglinjie.w@bytedance.com;xiangshen@gwu.edu;haozhuolin@bytedance.com;hxiong2@stanford.edu
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4589Feb-25ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item SequencesXingyu Lu;Jinpeng Wang;Jieming Zhu;Zhicheng Zhang;Deqing Zou;Hai-Tao Zheng;Shu-Tao Xia;Rui Zhangluxy22@mails.tsinghua.edu.cn;wjp20@mails.tsinghua.edu.cn;jiemingzhu@ieee.org;zhang-zc24@mails.tsinghua.edu.cn;zdq23@mails.tsinghua.edu.cn;zheng.haitao@sz.tsinghua.edu.cn;xiast@sz.tsinghua.edu.cn;rayteam@yeah.net
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576Feb-25Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in FeedLiu Jingxin;gaoxiang gaoxiang;Yisha Li;Xin Li;Luhaiyang Luhaiyang;Ben Wangliujingxin05@kuaishou.com;gaoxiang12@kuaishou.com;liyisha@kuaishou.com;lxster@163.com;524578362@qq.com;wangben@kuaishou.com
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