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Paper IDPaper TitleAuthor(s)Author Emails
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Benchmark Papers
Room 603
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Tuesday, August 508:00-10:00
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THEME:
Large Language Models
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SESSION CHAIR:
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1128BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems
Yuxin Wang; Yuhan Chen; Zeyu Li; Xueze Kang; Yuchu Fang; Yeju Zhou; YANG ZHENG; Zhenheng Tang; Xin He; Rui Guo; Xin Wang; Qiang Wang; Amelie Chi Zhou; Xiaowen Chu
yxwang@comp.hkbu.edu.hk, ychen906@connect.hkust-gz.edu.cn, zli755@connect.hkust-gz.edu.cn, leonkangt@gmail.com, fangyuchu@smail.nju.edu.cn, yzhoubq@connect.ust.hk, zhengyang31@huawei.com, coolzhtang@gmail.com, csxinhe@comp.hkbu.edu.hk, guorui94@tsinghua.org.cn, wangxin@aichoice.cn, qiang.wang@hit.edu.cn, amelie.czhou@gmail.com, chxw@comp.hkbu.edu.hk
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2171Exploring the Potential of Foundation Models as Reliable AI Contact CentersHoyoon Byun; Minhoi Park; SEOLAH KIM; EunBi Kim; Kyungwoo Song
hoyunb@gmail.com, minhoi.park.stella@gmail.com, prcssnowwhite@gmail.com, eb.kim@120dasan.or.kr, gtshs2@kaist.ac.kr
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3197NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL TranslationXinyu Liu; Shuyu Shen; Boyan Li; Nan Tang; Yuyu Luo
xliu371@connect.hkust-gz.edu.cn, sshen190@connect.hkust-gz.edu.cn, liby2019@mail.sustech.edu.cn, nantang@hkust-gz.edu.cn, yuyuluo@hkust-gz.edu.cn
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4126VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMsZixuan GU; Qiufeng Fan; Long Sun; Yang Liu; Xiaojun Ye
guzx20@mails.tsinghua.edu.cn, fan.qiufeng@u.nus.edu, cnlonger@gmail.com, liuy03@air.tsinghua.edu.cn, yexj@tsinghua.edu.cn
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5160TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text DetectorsJingyi Zheng; Junfeng Wang; Zhen Sun; Wenhan Dong; Yule Liu; Xinlei He
jzheng029@connect.hkust-gz.edu.cn, drenfong.wong@gmail.com, zhensun8-c@my.cityu.edu.hk, wdong768@connect.hkust-gz.edu.cn, liuyl4@shanghaitech.edu.cn, xinlei.he@cispa.de
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6119On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing
Yule Liu; Zhiyuan Zhong; LIAO YIFAN; Zhen Sun; Jingyi Zheng; Jiaheng Wei; Qingyuan Gong; Fenghua Tong; Yang Chen; Yang Zhang; Xinlei He
liuyl4@shanghaitech.edu.cn, zhongzy2021@mail.sustech.edu.cn, 3069696872@qq.com, zhensun8-c@my.cityu.edu.hk, jzheng029@connect.hkust-gz.edu.cn, jwei36@ucsc.edu, gongqingyuan@fudan.edu.cn, tongfh@qlu.edu.cn, chenyang03@gmail.com, zhang@cispa.saarland, xinlei.he@cispa.de
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Tuesday, August 513:00-15:00
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THEME:
Graphs and Social Networks
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SESSION CHAIR:
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1276BTS: A Comprehensive Benchmark for Tie Strength PredictionXueqi Cheng; Catherine Yang; Yuying Zhao; Yu Wang; Hamid Karimi; Tyler Derr
xueqi.cheng@vanderbilt.edu, catherine.y.yang@vanderbilt.edu, yuying.zhao@vanderbilt.edu, yu.wang.1@vanderbilt.edu, hamid.karimi@usu.edu, derrtyle@msu.edu
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2228Towards Understanding Link Predictor Generalizability Under Distribution ShiftsJay Revolinsky; Harry Shomer; Jiliang Tang
revolins@msu.edu, shomerha@msu.edu, tangjili@msu.edu
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3149Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and BenchmarkSuyeon Kim; SeongKu Kang; Dongwoo Kim; Jungseul Ok; Hwanjo Yu
kimsu@postech.ac.kr, seongku@postech.ac.kr, dongwoo.kim@anu.edu.au, ockjs1@gmail.com, hwanjoyu@postech.ac.kr
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4122Benchmarking Graph Foundation Models
Jinyu Yang; Liangwei Yang; Zeyuan Guo; Jiayi Gao; Jing Wu; Tianhao Chai; Hai Huang; Cheng Yang; Chuan Shi
jinyu.yang@bupt.edu.cn, lyang84@uic.edu, 1154459434@bupt.edu.cn, jiayigao@bupt.edu.cn, luoxc007@bupt.edu.cn, chai1098518666@bupt.edu.cn, hhuang@bupt.edu.cn, albertyang33@gmail.com, shichuan@bupt.edu.cn
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5175When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph BenchmarkJunhong Lin; Xiaojie Guo; Shuaicheng Zhang; Yada Zhu; Julian Shun
junhong@mit.edu, xguo7@gmu.edu, zshuai8@vt.edu, yzhu@us.ibm.com, jshun@mit.edu
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643Fairness-Aware Graph Learning: A BenchmarkYushun Dong; Song Wang; Zhenyu Lei; Zaiyi Zheng; Jing Ma; Chen Chen; Jundong Li
yd6eb@virginia.edu, wangsong16@mails.tsinghua.edu.cn, 1134362364@qq.com, sjc4fq@virginia.edu, jm3mr@virginia.edu, chenannie45@gmail.com, jundong.li@asu.edu
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Tuesday, August 515:30-17:30
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THEME:
Human AI Interaction and Question Answering
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SESSION CHAIR:
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1308FULTR: A Large-scale Fusion Learning to Rank Dataset and its application for Satisfaction-Oriented Ranking
Yuchen Li; Hao Zhang; Zhang Haojie; Hengyi Cai; Xinyu Ma; Shuaiqiang Wang; Haoyi Xiong; Zhaochun Ren; Maarten de Rijke; Dawei Yin
yuchenli@sjtu.edu.cn, zhanghao81@baidu.com, 2001210531@stu.pku.edu.cn, caihengyi@ict.ac.cn, xinyuma2016@gmail.com, shqiang.wang@gmail.com, xhyccc@gmail.com, zhaochun.ren@sdu.edu.cn, derijke@uva.nl, yindawei@acm.org
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2187$EFO_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set OperationHang Yin; Zihao Wang; Weizhi Fei; Yangqiu Song
h-yin20@mails.tsinghua.edu.cn, wzh17@mails.tsinghua.edu.cn, fwz22@mails.tsinghua.edu.cn, yqsong@cse.ust.hk
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399Revolutionizing Database QA with Large Language Models: Comprehensive Benchmark and EvaluationYihang Zheng; Bo Li; Zhenghao Lin; Yi Luo; Xuanhe Zhou; Chen Lin; Guoliang Li; Jinsong Su
yihang@stu.xmu.edu.cn, leebo@stu.xmu.edu.cn, zhenghaolin@stu.xmu.edu.cn, 22920192204035@stu.xmu.edu.cn, zhouxuan19@mails.tsinghua.edu.cn, chenlin@xmu.edu.cn, liguoliang@tsinghua.edu.cn, jssu@xmu.edu.cn
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4129Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual ExplanationsYifei Zhang; James Song; Siyi Gu; Tianxu Jiang; Bo Pan; Guangji Bai; Liang Zhao
yifei.zhang2@emory.edu, james.song2@emory.edu, carrie.gu@emory.edu, tianxuj@umich.edu, panbothu@gmail.com, gbai5@emory.edu, lzhao9@gmu.edu
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537A Framework for Evaluating AI Agents in Open-Ended Conversations via Scripted SimulationClarice Wang; Yimin Shi; Xiaokui Xiao
clarice7@seas.upenn.edu, yiminshi@comp.nus.edu.sg, xkxiao@ntu.edu.sg
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631UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering
Langming Liu; Shilei Liu; Yujin Yuan; Yizhen Zhang; Bencheng Yan; Zhiyuan Zeng; Zihao Wang; Jiaqi Liu; Di Wang; Wenbo Su; Pengjie Wang; Jian Xu; Bo Zheng
langmiliu2-c@my.cityu.edu.hk
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Wednesday, August 613:00-15:00
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THEME: Multimodal Data
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SESSION CHAIR:
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1121Judge Anything: MLLM as a Judge Across Any Modality
Shu Pu; Yaochen Wang; Dongping Chen; Yuhang Chen; Guohao Wang; Qi Qin; Zhongyi Zhang; Zhiyuan Zhang; Zetong Zhou; Shuang Gong; Yi Gui; Yao Wan; Philip S. Yu
u202215322@hust.edu.cn, b21030623@njupt.edu.cn, u202112313@hust.edu.cn, u202315752@hust.edu.cn, u202215643@hust.edu.cn, u202211714@hust.edu.cn, u202215685@hust.edu.cn, ireneenriquez657@gmail.com, u202215585@hust.edu.cn, u202215594@hust.edu.cn, starmage520@gmail.com, wanyao@hust.edu.cn, psyu@uic.edu
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294When Graph meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graphs Learning
Hao Yan; Chaozhuo Li; Jun Yin; Zhigang Yu; Weihao Han; Mingzheng Li; Zhengxin Zeng; Hao Sun; Senzhang Wang
csuyh1999@csu.edu.cn, cli@microsoft.com, yinjun2000@csu.edu.cn, 8208201019@csu.edu.cn, weihan@microsoft.com, mingzhengli@microsoft.com, zhze@microsoft.com, hasun@microsoft.com, szwang@csu.edu.cn
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3118T3Set: A Multimodal Dataset with Targeted Suggestions for LLM-based Virtual Coach in Table Tennis TrainingJi Ma; Jiale Wu; Haoyu Wang; Yanze Zhang; Xiao Xie; Zheng Zhou; Hui Zhang; Jiachen Wang; Yingcai Wu
zjumaji@zju.edu.cn, 3220101238@zju.edu.cn, 3220105740@zju.edu.cn, yanzezhang@zju.edu.cn, xxie@zju.edu.cn, zheng.zhou@zju.edu.cn, zhang_hui@zju.edu.cn, wangjiachen@zju.edu.cn, ycwu@zju.edu.cn
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4153VideoConviction: A Multimodal Benchmark for Human Conviction and Stock Market Recommendations
Michael Galarnyk; Veer Kejriwal; Agam Shah; Yash Bhardwaj; Nicholas Watney Meyer; Anand Krishnan; Sudheer Chava
mgalarnyk3@gatech.edu, vkejriwal6@gatech.edu, ashah482@gatech.edu, yashbhardwaj920@gmail.com, nmeyer32@gatech.edu, anandk12@stanford.edu, schava6@gatech.edu
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5150MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
Jianpeng Chen; Wangzhi Zhan; Haohui Wang; Zian Jia; Jingru Gan; Junkai Zhang; Jingyuan Qi; Tingwei Chen; Lifu Huang; Muhao Chen; Ling Li; Wei Wang; Dawei Zhou
cjpcool@outlook.com, ricardo.zhan2023@gmail.com, haohuiw@vt.edu, zj1283@princeton.edu, jingru.gan@vipl.ict.ac.cn, jkzhang@g.ucla.edu, jingyq1@vt.edu, tic008@ucsd.edu, warrior.fu@gmail.com, muhaochen@ucla.edu, lingl@vt.edu, weiwang@cs.ucla.edu, davidchouzdw@gmail.com
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668Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video UnderstandingTong Zeng; Longfeng Wu; Liang Shi; Dawei Zhou; Feng Guo
tongzeng@vt.edu, longfengwu@vt.edu, sliang@vt.edu, davidchouzdw@gmail.com, feng.guo@vt.edu
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Wednesday, August 615:30-17:30
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THEME: Applications III
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SESSION CHAIR:
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1202EBES: Easy Benchmarking for Event SequencesDmitry Osin; Igor Udovichenko; Egor Shvetsov; Viktor Moskvoretskii; Evgeny Burnaev
dima.tina2013@gmail.com, igudaff@gmail.com, geksut@gmail.com, v.moskvoretskii@skoltech.ru, burnaevevgeny@gmail.com
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2264TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal DiscoveryMuhammad Hasan Ferdous; Emam Hossain; Md Osman Gani
xl51778@umbc.edu, emamh1@umbc.edu, mogani@umbc.edu
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3280FM4TS-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
Zhe Li; Xiangfei Qiu; Peng Chen; Yihang Wang; Hanyin Cheng; Yang Shu; Jilin Hu; Chenjuan Guo; Aoying Zhou; Christian S. Jensen; Bin Yang
lizhe@mail.sdu.edu.cn, xfqiu@stu.ecnu.edu.cn, pchen@stu.ecnu.edu.cn, yhwang@stu.ecnu.edu.cn, hanyinch@gmail.com, shuyang5656@gmail.com, hujilin@cs.aau.dk, cguo@cs.aau.dk, ayzhou@dase.ecnu.edu.cn, csj@cs.aau.dk, byang@cs.aau.dk
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425Evaluating and Generating Query Workloads for High Dimensional Vector Similarity SearchMatteo Ceccarello; Alexandra Levchenko; Ioana Ileana; Themis Palpanas
matteo.ceccarello@unipd.it, alexandra.levchenko@isep.fr, ioana.ileana@parisdescartes.fr, themis@mi.parisdescartes.fr
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5320HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
Jianqing Zhang; Xinghao Wu; Yanbing Zhou; Xiaoting Sun; Qiqi Cai; Yang Liu; Yang Hua; Zhenzhe Zheng; Jian Cao; Qiang Yang
tsingz@sjtu.edu.cn, wuxinghao@buaa.edu.cn, 202124021011@cqu.edu.cn, tsxt@tongji.edu.cn, cai_qiqi@sjtu.edu.cn, liuy03@air.tsinghua.edu.cn, yang.hua@inria.fr, zzheng@cs.sjtu.edu.cn, cao-jian@sjtu.edu.cn, qyang@cse.ust.hk
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6226RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
Federico Berto; Chuanbo Hua; Junyoung Park; Laurin Luttmann; Yining Ma; Fanchen Bu; Jiarui Wang; Haoran Ye; Minsu Kim; Sanghyeok Choi; Nayeli Gast Zepeda; André Hottung; Jianan Zhou; Jieyi Bi; Yu Hu; Fei Liu; Hyeonah Kim; Jiwoo Son; Haeyeon Kim; Davide Angioni; Wouter Kool; Zhiguang Cao; Qingfu Zhang; Joungho Kim; Jie Zhang; Kijung Shin; Cathy Wu; Sungsoo Ahn; Guojie Song; Changhyun Kwon; Kevin Tierney; Lin Xie; Jinkyoo Park
fberto@kaist.ac.kr, cbhua@kaist.ac.kr, junyoungpark@kaist.ac.kr, laurin.luttmann@leuphana.de, yiningma@u.nus.edu, boqvezen97@kaist.ac.kr, jrwangfurffico@stu.suda.edu.cn, hrye@stu.suda.edu.cn, min-su@kaist.ac.kr, hyeok9855@gmail.com, nayeli.gast@uni-bielefeld.de, andre.hottung@uni-bielefeld.de, jzhou018@e.ntu.edu.sg, bijy6@mail2.sysu.edu.cn, yhutycbony@stu.suda.edu.cn, fliu36-c@my.cityu.edu.hk, gusk6415@gmail.com, sonleave25@kaist.ac.kr, haeyeonkim@kaist.ac.kr, d.angioni@unibs.it, w.w.m.kool@uva.nl, zhiguangcao@outlook.com, qingfu.zhang@cityu.edu.hk, joungho@kaist.ac.kr, zhangj@ntu.edu.sg, kijungs@kaist.ac.kr, cathywu@eecs.berkeley.edu, sungsoo.ahn@kaist.ac.kr, gjsong@pku.edu.cn, chkwon@usf.edu, kevin.tierney@uni-bielefeld.de, lin.xie@utwente.nl, jinkyoo.park@kaist.ac.kr
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