机构
*
Nanjing University of Aeronautics and Astronautics(南京航空航天大学)
;
Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR)(信息通信研究院,科技研究局(A*STAR))
;
Nanyang Technological University(南洋理工大学)
;
Centre for Frontier AI Research, Agency for Science Technology and Research (A*STAR)(前沿人工智能研究中心,科技研究局(A*STAR))
AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery
Haowei Wang, Junjie Wang, Xiaojun Jia, Rupeng Zhang, Mingyang Li, Zhe Liu, Yang Liu, Qing Wang
机构
*
State Key Laboratory of Intelligent Game(智能游戏国家重点实验室)
;
Institute of Software, Chinese Academy of Sciences(中国科学院软件研究所)
;
University of Chinese Academy of Sciences(中国科学院大学)
;
Nanyang Technological University(南洋理工大学)
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
Xiaojun Jia, Sensen Gao, Simeng Qin, Tianyu Pang, Chao Du, Yihao Huang, Xinfeng Li, Yiming Li, Bo Li, Yang Liu
机构
*
Nanyang Technological University, Singapore(南洋理工大学,新加坡)
;
MBZUAI, United Arab Emirates(马克斯·普朗克人工智能研究所,阿拉伯联合酋长国)
;
Sea AI Lab, Singapore(海思人工智能实验室,新加坡)
;
University of Illinois Urbana-Champaign, USA(伊利诺伊大学厄巴纳-香槟分校,美国)
机构
*
Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology(6G移动通信研究中心,信息科学与工程学院,华中科技大学)
;
College of Computing and Data Science, Nanyang Technological University(计算与数据科学学院,南洋理工大学)
;
School of Automation, Guangdong University of Technology(自动化学院,广东工业大学)
;
Department of Electrical and Computer Engineering, University of Waterloo(电气与计算机工程系,滑铁卢大学)
SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning
Yige Xu, Xu Guo, Zhiwei Zeng, Chunyan Miao
机构
*
Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly(联合NTU-UBC老龄化积极生活卓越研究中心)
;
Alibaba-NTU Global e-Sustainability CorpLab (ANGEL)(阿里巴巴-NTU全球可持续性企业实验室(ANGEL))
;
College of Computing and Data Science, Nanyang Technological University, Singapore(南洋理工大学计算与数据科学学院)
;
KTH Royal Institute of Technology, Sweden(瑞典皇家理工学院)
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval
Rong-Cheng Tu, Wenhao Sun, Hanzhe You, Yingjie Wang, Jiaxing Huang, Li Shen, Dacheng Tao
机构
*
College of Computing and Data Science, Nanyang Technological University, Singapore(南洋理工大学计算机与数据科学学院)
;
School of Information Science and Technology, University of Science and Technology of China, Hefei, China(中国科学技术大学信息科学与技术学院)
;
Sun Yat-sen University Shenzhen Campus, School of Cyber Science and Technology, Shenzhen, China(中山大学深圳校区计算机科学与技术学院)
Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning
Run Gu, Wei Xu, Zhaohui Yang, Dusit Niyato, Aylin Yener
机构
*
National Mobile Communications Research Laboratory, Southeast University(东南大学国家移动通信研究中心)
;
Purple Mountain Laboratories(紫金山实验室)
;
Zhejiang Lab(浙江实验室)
;
College of Information Science and Electronic Engineering, Zhejiang University(浙江大学信息科学与电子工程学院)
;
School of Computer Science and Engineering, Nanyang Technological University(南洋理工大学计算机科学与工程学院)
;
Department of Electrical and Computer Engineering, The Ohio State University(俄亥俄州立大学电气与计算机工程系)
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval
Rong-Cheng Tu, Zhao Jin, Jingyi Liao, Xiao Luo, Yingjie Wang, Li Shen, Dacheng Tao
机构
*
College of Computing and Data Science, Nanyang Technological University, Singapore(南洋理工大学计算机与数据科学学院)
;
Department of Computer Science, University of California, Los Angeles, USA(加州大学洛杉矶分校计算机科学系)
;
Sun Yat-sen University Shenzhen Campus, School of Cyber Science and Technology, Shenzhen, China(中山大学深圳校区信息科学与技术学院)
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model
Jiongchao Jin, Xiuju Fu, Xiaowei Gao, Tao Cheng, Ran Yan
机构
*
Institute of High Performance Computing(高性能计算研究所)
;
Agency for Science, Technology and Research(科技研究局)
;
Department of Earth Science and Engineering(地球科学与工程系)
;
Imperial College London(伦敦帝国理工学院)
;
SpaceTimeLab, Department of Civil, Environmental and Geomatic Engineering(空间时间实验室,土木、环境与测绘工程系)
;
University College London(伦敦大学学院)
;
School of Civil and Environmental Engineering(土木与环境工程学院)
;
Nanyang Technological University(南洋理工大学)
机构
*
Tsinghua Shenzhen International Graduate School, Tsinghua University(清华大学深圳国际研究生院,清华大学)
;
School of Electrical and Electronic Engineering, Nanyang Technological University(南洋理工大学电子与电气工程学院)
Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu
机构
*
HKUST(GZ)(香港科技大学(广州))
;
CSE, HKUST(香港科技大学计算机科学与工程系)
;
Xi’an Jiaotong University(西安交通大学)
;
University of Pisa, IT(比萨大学)
;
University of Trento, IT(特伦特大学)
;
Nagoya University(名古屋大学)
;
China University of Mining & Technology, Beijing(中国矿业大学(北京))
;
Tongji University(同济大学)
;
SPIC Energy Science and Technology Research Institute(SPIC能源科学与技术研究院)
;
Shanghai Jiao Tong University(上海交通大学)
;
Fudan University(复旦大学)
;
College of Computing & Data Science, Nanyang Technological University(南洋理工大学计算机与数据科学学院)
S2R-Bench: A Sim-to-Real Evaluation Benchmark for Autonomous Driving
Li Wang, Guangqi Yang, Lei Yang, Ziying Song, Xinyu Zhang, Ying Chen, Lin Liu, Junjie Gao, Zhiwei Li, Qingshan Yang, Jun Li, Liangliang Wang, Wenhao Yu, Bin Xu, Weida Wang, Huaping Liu
机构
*
School of Machanical Engineering, Beijing Institute of Technology(北京理工大学机械工程学院)
;
College of Computer Science and Technology, Jilin University(吉林大学计算机科学与技术学院)
;
School of Mechanical and Aerospace Engineering, Nanyang Technological University(南洋理工大学机械与航空航天工程学院)
;
School of Computer and Information Technology, Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University(北京交通大学计算机与信息学院)
;
School of Vehicle and Mobility and Suzhou Automotive Research Institute, Tsinghua University(清华大学车辆与移动系统学院及苏州汽车研究院)
;
Department of Electrical and Computer Engineering, National University of Singapore(新加坡国立大学电子与计算机工程学院)
;
School of Vehicle and Mobility, Tsinghua University(清华大学车辆与移动系统学院)
;
College of Information Science and Technology, Beijing University of Chemical Technology(北京化工大学信息科学与技术学院)
;
Beijing Jingwei Hirain Technologies(北京京wei慧仁科技)
机构
*
National University of Singapore(新加坡国立大学)
;
University of Chinese Academy of Sciences(中国科学院大学)
;
Moonshot AI
;
Nanyang Technological University(南洋理工大学)
机构
*
School of Computer Science(计算机科学学院)
;
Wuhan University(武汉大学)
;
School of Remote Sensing and Information Engineering(遥感与信息工程学院)
;
Department of Automation(自动化系)
;
Shanghai Jiao Tong University(上海交通大学)
;
School of Automation(自动化学院)
;
Southeast University(东南大学)
;
SEIE(电子信息学院)
;
Harbin Institute of Technology(哈尔滨工业大学)
;
S-Lab, CCDS(S实验室,CCDS)
;
Nanyang Technological University(南洋理工大学)
;
CSE & SAI(计算机科学与工程系及人工智能院)
;
The Chinese University of Hong Kong(香港中文大学)
;
Ant Group(蚂蚁集团)
;
VCIP, CS(VCIP,计算机科学)
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Qing Wang, Yihao Huang, Yang Liu
机构
*
State Key Laboratory of Intelligent Game(智能游戏国家重点实验室)
;
Science and Technology on Integrated Information System Laboratory(集成信息系统技术实验室)
;
Institute of Software Chinese Academy of Sciences(中国科学院软件研究所)
;
University of Chinese Academy of Sciences(中国科学院大学)
;
Nanyang Technological University(南洋理工大学)
Non-asymptotic convergence analysis of the stochastic gradient Hamiltonian Monte Carlo algorithm with discontinuous stochastic gradient with applications to training of ReLU neural networks
Luxu Liang, Ariel Neufeld, Ying Zhang
机构
*
School of Mathematics, Renmin University of China, Beijing, China(中国人民大学数学学院)
;
Division of Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, 637371 Singapore(南洋理工大学数学科学学院)
;
Financial Technology Thrust, Society Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China(香港科技大学(广州)金融科技中心)
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
Jamie Duell, Monika Seisenberger, Hsuan Fu, Xiuyi Fan
机构
*
School of Mathematics and Computer Science(数学与计算机科学学院)
;
Swansea University(斯旺西大学)
;
Department of Finance, Insurance and Real Estate(金融、保险与房地产系)
;
Université Laval(拉瓦尔大学)
;
Lee Kong Chian School of Medicine(李科珍医学院)
;
School of Computer Science and Engineering(计算机科学与工程学院)
;
Nanyang Technological University(南洋理工大学)
CommentsFinal version published in ICDM 2024, International Conference on Data Mining - Fixed minor typographical errors in the accepted preprint