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ORCIDWei Chen 0034
陈薇
Person information
- unicode name: 陈薇
- affiliation (since 2022): Chinese Academy of Sciences, Institute Of Computing Technology, Beijing, China
- affiliation (2011-2020): Microsoft Research Asia, Machine Learning Group, Beijing, China
- affiliation (PhD): Chinese Academy of Sciences, Academy of Mathematics and System Science, Beijing, China
- affiliation: University of Science and Technology of China, Hefei, Anhui, China
- not to be confused with: Wei Chen 0013
Other persons with the same name
- Wei Chen — disambiguation page
- Wei Chen 0001
![[0000-0002-8365-4741]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-8365-4741")
— Zhejiang University, The State Key Laboratory of CAD and CG, Hangzhou, China - Wei Chen 0002 — Tsinghua University, Beijing National Research Center for Information Science and Technology, BNRist, Beijing, China (and 2 more)
- Wei Chen 0003 — Tennessee State University, Department of Computer Science, Nashville, TN, USA (and 3 more)
- Wei Chen 0004 — City University of Hong Kong
- Wei Chen 0005 — Zhejiang University, College of Computer Science, Key Laboratory of Service Robot, Hangzhou, China
- Wei Chen 0006 — Nanjing University of Posts and Telecommunications, School of Computer, China (and 1 more)
- Wei Chen 0008 — Intelligent Automation Inc.
- Wei Chen 0009 — National University of Defense Technology, State Key Laboratory of High Performance Computing, College of Computer, Changsha, China
- Wei Chen 0010 — Xi'an Jiatong University, First Teaching Hospital of Medical School, China
- Wei Chen 0011 — Intel, Santa, Clara, CA, USA (and 1 more)
- Wei Chen 0012 — Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, China
- Wei Chen 0013 — Microsoft Research Asia, Beijing, China (and 4 more)
- Wei Chen 0014 — Jilin University, Institute of Theoretical Chemistry, China
- Wei Chen 0015 — Fudan University, Human Phenome Institute, Shanghai, China (and 3 more)
- Wei Chen 0016 — Beijing Jiaotong University, State Key Laboratory of Rail Traffic Control and Safety, China (and 2 more)
- Wei Chen 0017 — Shanghai Jiao Tong University
- Wei Chen 0018 — Chinese Academy of Sciences, Institute of Software, China
- Wei Chen 0019 — Carnegie Mellon University, Language Technologies Institute, Pittsburgh, PA, USA
- Wei Chen 0020 — University of Illinois, Department of Electrical and Computer Engineering, IL, USA
- Wei Chen 0021 — Peking University, School of EECS, Key Laboratory of High Confidence Software Technologies, Beijing, China
- Wei Chen 0022 — University of Nebraska at Omaha
- Wei Chen 0023 — Huawei Technologies, Cambridge, UK (and 2 more)
- Wei Chen 0024 — Naval Research Laboratory, Remote Sensing Division, Washington, DC, USA (and 1 more)
- Wei Chen 0025 — Agency for Science, Technology and Research (A*STAR), Singapore
- Wei Chen 0026 — China University of Mining & Technology, College of Geoscience and Surveying Engineering, Beijing, China (and 2 more)
- Wei Chen 0027 — National University of Defense Technology, College of Information Systems and Management, Changsha, China
- Wei Chen 0028 — Hefei University of Technology, School of Food Science & Engineering, China
- Wei Chen 0029 — Max Planck Institute for Molecular Genetics, Berlin, Germany
- Wei Chen 0030 — Beijing University of Posts and Telecommunications, Pattern Recognition and Intelligent System Laboratory, China
- Wei Chen 0031 — Yangtze University, Wuhan, China
- Wei Chen 0032 — Sichuan University, West China Hospital, Department of Radiology, Chengdu, China
- Wei Chen 0033 — Chinese Academy of Sciences, Computer Network Information Center, Beijing, China
- Wei Chen 0035 — Wuhan University of Technology, School of Automation, China (and 1 more)
- Wei Chen 0036 — China University of Mining and Technology, Department of Computer Science and Technology, Xuzhou, China
- Wei Chen 0037 — University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong
- Wei Chen 0038 — Automotive Vehicle Group, Nvidia, Santa Clara, CA, USA (and 1 more)
- Wei Chen 0039 — Shandong University, School of Control Science and Engineering, Department of Biomedical Engineering, China
- Wei Chen 0040 — Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, State Key Laboratory of Remote Sensing Science, Beijing, China (and 1 more)
- Wei Chen 0041 — Northwestern University, Department of Mechanical Engineering, Evanston, IL, USA (and 2 more)
- Wei Chen 0042 — Chinese Academy of Agricultural Sciences, Beijing, China
- Wei Chen 0043 — Illinois Institute of Technology, Chicago, IL, USA (and 1 more)
- Wei Chen 0044 — University of Illinois at Urbana-Champaign, Department of Physics, Urbana, IL, USA
- Wei Chen 0045 — Nantong University, School of Electronics and Information, China
- Wei Chen 0046 — Tianjin University, School of Electrical and Information Engineering, China
- Wei Chen 0047 — Peking University, Beijing, China (and 4 more)
- Wei Chen 0048 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
- Wei Chen 0049 — Chengdu University of Information Technology, School of Control Engineering, China
- Wei Chen 0050 — Fujian Medical University, Faculty of Pharmacy, Department of Pharmaceutical Analysis, Fuzhou, China
- Wei Chen 0051 — Xi'an University of Science and Technology, College of Geology and Environment, China
- Wei Chen 0052 — Xiamen University, Department of Mechanical and Electrical Engineering, China
- Wei Chen 0053 — Northumbria University, Newcastle upon Tyne, UK
- Wei Chen 0054 — University of Nantes, France
- Wei Chen 0055 — University of Arizona, Eller College of Management, Tucson, AZ, USA (and 2 more)
- Wei Chen 0056 — Chinese University of Hong Kong, Hong Kong
- Wei Chen 0057 — Wake Forest Baptist Medical Center, Center for Bioinformatics and Systems Biology, Winston-Salem, NC, USA
- Wei Chen 0058 — Huazhong University of Science and Technology, School of Computer Science and Technology, China
- Wei Chen 0059 — University of Arizona, Eller College of Management, Tucson, AZ, USA
- Wei Chen 0060 — Mayo Clinic, Department of Management Engineering and Internal Consulting, Rochester, USA
- Wei Chen 0061 — Capital University of Economics and Business, School of Information, Beijing, China
- Wei Chen 0062 — Southwest University of Science and Technology, Mianyang, China
- Wei Chen 0063 — Nanjing Tech University, College of Electrical Engineering and Control Science, China (and 1 more)
- Wei Chen 0064 — Chengdu University of Traditional Chinese Medicine, Innovative Institute of Chinese Medicine and Pharmacy, China (and 4 more)
- Wei Chen 0065 — Beijing University of Technology, Beijing, China
- Wei Chen 0066 — Harbin Engineering University, School of Economics and Management, China
- Wei Chen 0067 — Chongqing Technology and Business University, Research Center for Enterprise Management, China
- Wei Chen 0068 — Chinese University of Hong Kong, Stone Robotics Institute and Department of Mechanical and Automation Engineering
- Wei Chen 0069 — Catholic University of Louvain, Belgium
- Wei Chen 0070 — Soochow University, School of Computer Science and Technology, Jiangsu, China
- Wei Chen 0071 — Sogou Corporation, Voice Interaction Technology Center, Beijing, China (and 1 more)
- Wei Chen 0072 — Leiden University, Leiden Institute of Advanced Computer Science, The Netherlands
- Wei Chen 0073 — Beijing University of Posts and Telecommunications, School of Science, China
- Wei Chen 0074 — University of Pittsburgh, UPMC Children's Hospital, School of Medicine, Department of Pediatrics, Pittsburgh, PA, USA (and 2 more)
- Wei Chen 0075 — Jilin University, School of Mechanical and Aerospace Engineering, Changchun, China
- Wei Chen 0076 — Qiqihar University, College of Computer and Control Engineering, China
- Wei Chen 0077 — Nanjing Institute of Technology, Industrial Center, China
- Wei Chen 0078 — Jimei University, Navigation Institute, Xiamen, China
- Wei Chen 0079 — Fujian University of Technology, School of Information Science and Engineering, Fuzhou, China
- Wei Chen 0080 — Wenzhou University, College of Electrical and Electronic Engineering, China
- Wei Chen 0081 — Lanzhou University of Technology, School of Computer and Communication, China
- Wei Chen 0082 — Tiangong University, School of Life Sciences, Tianjin, China
- Wei Chen 0083 — University of Paris-Saclay, France (and 1 more)
- Wei Chen 0084 — University of Kansas, School of Business, Lawrence, KS, USA (and 1 more)
- Wei Chen 0085 — University of Bordeaux, LaBRI, France (and 1 more)
- Wei Chen 0086 — University of Minnesota, Center for Magnetic Resonance Research, MN, USA (and 1 more)
- Wei Chen 0087 — Wuhan Textile University, School of Mechanical Engineering and Automation, China (and 1 more)
- Wei Chen 0088 — Huazhong University of Science and Technology, Wuhan, China (and 1 more)
- Wei Chen 0089 — Wuhan University, School of Remote Sensing and Information Engineering, China
- Wei Chen 0090 — Chongqing University, School of Big Data and Software Engineering, China
- Wei Chen 0091 — Southern University of Science and Technology, Center for Control Science and Technology, Shenzhen, China (and 2 more)
- Wei Chen 0092 — University of Birmingham, School of Computer Science, Birmingham, UK
- Wei Chen 0093 — Anhui University, School of Electrical Engineering and Automation, Hefei, China
- Wei Chen 0094 — VMware Inc., Palo Alto, CA, USA (and 1 more)
- Wei Chen 0095 — Fuzhou University, School of Electrical Engineering and Automation, Fuzhou, China
- Wei Chen 0096 — Xi'an University of Science and Technology, School of Communication and Information Engineering, Xi'an, China
- Wei Chen 0097 — Zhejiang University, College of Optical Science and Engineering, Hangzhou, China
- Wei Chen 0098 — National Yang Ming Chiao Tung University, Institute of Education, Taiwan
- Wei Chen 0099 — Renmin University of China, School of Agricultural Economics and Rural Development, Beijing, China
- Wei Chen 0100 — Hainan University, School of Information and Communication Engineering, Haikou, China
- Wei Chen 0101 — Chongqing University, College of Computer Science, Chongqing, China
- Wei Chen 0102 — Chinese Academy of Sciences and China National Center for Bioinformation, CAS Key Laboratory of Genomic and Precision Medicine, Beijing, China (and 1 more)
- Wei Chen 0103 — Guangdong University of Technology, School of Computer Science, Guangzhou, China
- Wei Chen 0104 — Nanchang Institute of Technology, Academy of Art & Design, Nanchang, China (and 1 more)
- Wei Chen 0105 — Beijing Jiaotong University, School of Computer and Information Technology, Beijing, China (and 2 more)
- Wei Chen 0106 — Wuhan University, School of Electronic Information, Wuhan, China
- Wei Chen 0107 — Beijing Institute of Technology, Laboratory of Photonics Information Technology, Beijing, China
- Wei Chen 0108 — University of Science and Technology of China, Department of Automation, Hefei, China
- Wei Chen 0109 — Beihang University, School of Computer Science and Engineering, State Key Laboratory of Virtual Reality Technology and Systems, Beijing, China
- Wei Chen 0110 — Tsinghua University, Department of Automation, Beijing, China (and 1 more)
- Wei Wayne Chen (aka: Wei Chen 0111) — Northwestern University, Department of Mechanical Engineering, Evanston, IL, USA (and 2 more)
- Wei Chen 0112 — Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources Research, Key Laboratory of Regional Sustainable Development Modeling, Beijing, China
- Wei Chen 0113 — Fuzhou University, College of Electrical Engineering and Automation, Fuzhou, China (and 1 more)
- Wei Chen 0114 — Qiqihar University, College of Chemistry and Chemical Engineering, Qiqihar, China
- Wei Chen 0115 — Zhejiang University, School of Medicine, Department of Psychiatry, Collaborative Innovation Center for Brain Science, Hangzhou, China
- Wei Chen 0116 — Wuhan University, School of Geodesy and Geomatics, Key Laboratory of Geospace Environment and Geodesy, Wuhan, China
- Wei Chen 0117 — University of Auckland, New Zealand (and 1 more)
- Wei Chen 0118 — Hong Kong Polytechnic University, Institute of Textiles and Clothing, Hong Kong (and 1 more)
- Wei Chen 0119 — Linyi University, School of Mathematics and Statistics, Linyi, China (and 1 more)
- Wei Chen 0120 — Kunming University of Science and Technology, Faculty of Information Engineering and Automation, Kunming, China
- Wei Chen 0121 — Xi'an Jiaotong University, School of Aerospace, State Key Laboratory for Strength & Vibration of Mechanical Structures, Xi'an, China (and 1 more)
- Wei Chen 0122 — University of California Berkeley, Department of Physics, Berkeley, CA, USA (and 1 more)
- Wei Chen 0123 — Iowa State University, Department of Geological and Atmospheric Sciences, Ames, IA, USA (and 1 more)
- Wei Chen 0124 — Purdue University, West Lafayette, IN, USA (and 1 more)
- Wei Chen 0125 — Harvard University, Department of Physics and Department of Chemistry and Chemical Biology, Cambridge, MA, USA
- Wei Chen 0126 — Tencent Corp., Shenzhen, China
- Wei Chen 0127 — University of Massachusetts Medical School, Department of Psychiatry, Center for Comparative Neuroimaging, Worcester, MA, USA
- Wei Chen 0128 — University of Michigan, Department of Biostatistics, Ann Arbor, MI, USA
- Wei Chen 0129 — Intel, Santa Clara, CA, USA
- Wei Chen 0130 — Dalian University of Technology, International School of Information Science and Engineering, Dalian, China
- Wei Chen 0131 — Beijing University of Technology, Information Department, China
- Wei Chen 0132 — University of Science and Technology of China, CAS Key Laboratory of Quantum Information, CAS Center for Excellence in Quantum Information and Quantum Physics, Hefei, China (and 1 more)
- Wei Chen 0133 — Alibaba Group, Hangzhou, China
- Wei Chen 0134 — SUNY at Buffalo, Computer Science and Engineering, Buffalo, NY, USA
- Wei Chen 0135 — Nanjing Audit University, Department of Information Management, Nanjing, China
- Wei Chen 0136 — Powerchina Huadong Engineering Corporation Ltd., Hangzhou, China (and 2 more)
- Wei Chen 0137 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, Wuhan, China
- Wei Chen 0138 — Jiangsu Normal University, School of Electrical Engineering & Automation, Xuzhou, China
- Wei Chen 0139 — Nanjing University of Aeronautics and Astronautics, Department of Electrical Engineering, Nanjing, China
- Wei Chen 0140 — Xi'an Jiaotong University, School of Electrical Engineering, Xi'an, China (and 1 more)
- Wei Chen 0141 — Southwest Jiaotong University, School of Computing and Artificial Intelligence, Chengdu, China
- Wei Chen 0142 — China Nanhu Academy of Electronics and Information Technology, JiaXing, China
- Wei Chen 0143 — Henan Polytechnic University, School of Software, Jiaozuo, China (and 1 more)
- Wei Chen 0144 — Dongguan University of Technology, School of Computer Science and Network Security, Dongguan, China (and 1 more)
- Wei Chen 0145 — Yale University, Department of Biostatistics, New Haven, CT, USA (and 1 more)
- Wei Chen 0146 — Nanjing University of Science and Technology, School of Energy and Power Engineering, Nanjing, China (and 1 more)
- Wei Chen 0147 — Hangzhou Normal University, School of Information Science and Technology, Hangzhou, China
- Wei Chen 0148 — Tianjin University of Technology, School of Mechanical Engineering, Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Contro, Tianjin, China
- Wei Chen 0150 — China University of Geosciences (Beijing), School of Land Science and Technology, Beijing, China
- Wei Chen 0151 — Northeastern University, School of Business Administration, Shenyang, China
- Wei Chen 0152 — Chinese Academy of Sciences, Shenzhen Institute of Advanced Technology, Shenzhen, China (and 1 more)
- Wei Chen 0153 — Northwest Institute of Nuclear Technology, State Key Laboratory of Intense Pulsed Radiation Simulation and Effect, Xi'an, China
- Wei Chen 0154 — Hubei Normal University, College of Computer and Information Engineering, Huangshi, China (and 1 more)
- Wei Chen 0155 — Xi'an University of Technology, School of Computer Science and Engineering, Xi'an, China
- Wei Chen 0156 — University of Science and Technology of China, Hefei, China
- Wei Chen 0157 — Hebei Agricultural University, Baoding, China
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2020 – today
- 2024
[j12]Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Xueqi Cheng:
Listwise Generative Retrieval Models via a Sequential Learning Process. ACM Trans. Inf. Syst. 42(5): 133:1-133:31 (2024)- [c64]Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng:
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off. AAAI 2024: 8832-8840 - [c63]Mingkun Zhang, Jianing Li, Wei Chen, Jiafeng Guo, Xueqi Cheng:
Classifier Guidance Enhances Diffusion-Based Adversarial Purification by Preserving Predictive Information. ECAI 2024: 2234-2241 - [c62]Yixin Ji, Kaixin Wu, Juntao Li, Wei Chen, Mingjie Zhong, Xu Jia, Min Zhang:
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering. EMNLP (Findings) 2024: 7598-7610 - [c61]Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen:
Provable Adaptivity of Adam under Non-uniform Smoothness. KDD 2024: 2960-2969 - [i80]Lu Chen, Wei Huang, Ruqing Zhang, Wei Chen, Jiafeng Guo, Xueqi Cheng:
A Unified Causal View of Instruction Tuning. CoRR abs/2402.06220 (2024) - [i79]Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Xueqi Cheng:
Listwise Generative Retrieval Models via a Sequential Learning Process. CoRR abs/2403.12499 (2024) - [i78]Bohan Wang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Wei Chen:
On the Convergence of Adam under Non-uniform Smoothness: Separability from SGDM and Beyond. CoRR abs/2403.15146 (2024) - [i77]Yixin Ji, Yang Xiang, Juntao Li, Wei Chen, Zhongyi Liu, Kehai Chen, Min Zhang:
Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization. CoRR abs/2405.10616 (2024) - [i76]Yuchen Wen, Keping Bi, Wei Chen, Jiafeng Guo, Xueqi Cheng:
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective. CoRR abs/2406.14023 (2024) - [i75]Mingkun Zhang, Jianing Li, Wei Chen, Jiafeng Guo, Xueqi Cheng:
Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information. CoRR abs/2408.05900 (2024) - [i74]Yubao Tang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Xueqi Cheng:
Generative Retrieval Meets Multi-Graded Relevance. CoRR abs/2409.18409 (2024) - [i73]Mingkun Zhang, Keping Bi, Wei Chen, Quanrun Chen, Jiafeng Guo, Xueqi Cheng:
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense. CoRR abs/2410.23091 (2024) - 2023
- [j11]Shiqi Gong, Qi Meng, Yue Wang, Lijun Wu, Wei Chen, Zhiming Ma, Tie-Yan Liu:
Incorporating NODE with pre-trained neural differential operator for learning dynamics. Neurocomputing 528: 48-58 (2023) - [c60]Lu Chen, Ruqing Zhang, Wei Huang, Wei Chen, Jiafeng Guo, Xueqi Cheng:
Inducing Causal Structure for Abstractive Text Summarization. CIKM 2023: 213-223 - [c59]Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Continual Learning for Generative Retrieval over Dynamic Corpora. CIKM 2023: 306-315 - [c58]Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. CIKM 2023: 1647-1656 - [c57]Bohan Wang, Huishuai Zhang, Zhiming Ma, Wei Chen:
Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions. COLT 2023: 161-190 - [c56]Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang:
Collaborative Pure Exploration in Kernel Bandit. ICLR 2023 - [c55]Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen:
Closing the gap between the upper bound and lower bound of Adam's iteration complexity. NeurIPS 2023 - [c54]Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models. SIGIR 2023: 1700-1709 - [i72]Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models. CoRR abs/2304.14867 (2023) - [i71]Bohan Wang, Huishuai Zhang, Zhi-Ming Ma, Wei Chen:
Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions. CoRR abs/2305.18471 (2023) - [i70]Jingwen Fu, Bohan Wang, Huishuai Zhang, Zhizheng Zhang, Wei Chen, Nanning Zheng:
When and Why Momentum Accelerates SGD: An Empirical Study. CoRR abs/2306.09000 (2023) - [i69]Wei Chen, Weitao Du, Zhi-Ming Ma, Qi Meng:
Power-law Dynamic arising from machine learning. CoRR abs/2306.09624 (2023) - [i68]Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Xueqi Cheng:
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective. CoRR abs/2306.12756 (2023) - [i67]Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. CoRR abs/2308.09861 (2023) - [i66]Lu Chen, Ruqing Zhang, Wei Huang, Wei Chen, Jiafeng Guo, Xueqi Cheng:
Inducing Causal Structure for Abstractive Text Summarization. CoRR abs/2308.12888 (2023) - [i65]Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng:
Continual Learning for Generative Retrieval over Dynamic Corpora. CoRR abs/2308.14968 (2023) - [i64]Bohan Wang, Jingwen Fu, Huishuai Zhang, Nanning Zheng, Wei Chen:
Closing the Gap Between the Upper Bound and the Lower Bound of Adam's Iteration Complexity. CoRR abs/2310.17998 (2023) - [i63]Yinqiong Cai, Yixing Fan, Keping Bi, Jiafeng Guo, Wei Chen, Ruqing Zhang, Xueqi Cheng:
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval. CoRR abs/2311.02834 (2023) - [i62]Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng:
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off. CoRR abs/2312.10329 (2023) - 2022
- [j10]Juanping Zhu, Qi Meng, Wei Chen, Yue Wang, Zhiming Ma:
Constructing the Basis Path Set by Eliminating the Path Dependency. J. Syst. Sci. Complex. 35(5): 1944-1962 (2022) - [j9]Huishuai Zhang, Da Yu, Mingyang Yi, Wei Chen, Tie-Yan Liu:
Stabilize deep ResNet with a sharp scaling factor τ. Mach. Learn. 111(9): 3359-3392 (2022) - [c53]Chen Wu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Yixing Fan, Maarten de Rijke, Xueqi Cheng:
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models. CIKM 2022: 2128-2137 - [c52]Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu:
Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart. CVPR 2022: 15202-15212 - [c51]Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu:
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior. ICLR 2022 - [c50]Chongchong Li, Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu:
Gradient Information Matters in Policy Optimization by Back-propagating through Model. ICLR 2022 - [c49]Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Nanning Zheng, Bin Shao, Tie-Yan Liu:
SE(3) Equivariant Graph Neural Networks with Complete Local Frames. ICML 2022: 5583-5608 - [c48]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Availability Attacks Create Shortcuts. KDD 2022: 2367-2376 - [c47]Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu:
Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret. NeurIPS 2022 - [c46]Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
Does Momentum Change the Implicit Regularization on Separable Data? NeurIPS 2022 - [i61]Yihan Du, Wei Chen:
Branching Reinforcement Learning. CoRR abs/2202.07995 (2022) - [i60]Peiyan Hu, Qi Meng, Bingguang Chen, Shiqi Gong, Yue Wang, Wei Chen, Rongchan Zhu, Zhi-Ming Ma, Tie-Yan Liu:
Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs. CoRR abs/2204.06255 (2022) - [i59]Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu:
Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret. CoRR abs/2205.12418 (2022) - [i58]Xiaodong Yang, Huishuai Zhang, Wei Chen, Tie-Yan Liu:
Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization. CoRR abs/2206.13033 (2022) - [i57]Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Zhi-Ming Ma, Tie-Yan Liu, Wei Chen:
Provable Adaptivity in Adam. CoRR abs/2208.09900 (2022) - [i56]Chen Wu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Yixing Fan, Maarten de Rijke, Xueqi Cheng:
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models. CoRR abs/2209.06691 (2022) - 2021
- [j8]Juanping Zhu, Qi Meng, Wei Chen, Zhiming Ma:
Interpreting the Basis Path Set in Neural Networks. J. Syst. Sci. Complex. 34(6): 2155-2167 (2021) - [c45]Yihan Du, Yuko Kuroki, Wei Chen:
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback. AAAI 2021: 7262-7270 - [c44]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
How Does Data Augmentation Affect Privacy in Machine Learning? AAAI 2021: 10746-10753 - [c43]Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu:
EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning. EMNLP (1) 2021: 2383-2395 - [c42]Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu:
Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning. ICLR 2021 - [c41]Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu:
The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks. ICML 2021: 10849-10858 - [c40]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Large Scale Private Learning via Low-rank Reparametrization. ICML 2021: 12208-12218 - [c39]Chang Liu, Xinwei Sun, Jindong Wang, Haoyue Tang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu:
Learning Causal Semantic Representation for Out-of-Distribution Prediction. NeurIPS 2021: 6155-6170 - [c38]Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu:
R-Drop: Regularized Dropout for Neural Networks. NeurIPS 2021: 10890-10905 - [c37]Xinwei Sun, Botong Wu, Xiangyu Zheng, Chang Liu, Wei Chen, Tao Qin, Tie-Yan Liu:
Recovering Latent Causal Factor for Generalization to Distributional Shifts. NeurIPS 2021: 16846-16859 - [c36]Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu:
Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD. NeurIPS 2021: 26080-26090 - [c35]Xufang Luo, Qi Meng, Wei Chen, Yunhong Wang, Tie-Yan Liu:
Path-BN: Towards effective batch normalization in the Path Space for ReLU networks. UAI 2021: 834-843 - [i55]Mingyang Yi, Qi Meng, Wei Chen, Zhi-Ming Ma:
Towards Accelerating Training of Batch Normalization: A Manifold Perspective. CoRR abs/2101.02916 (2021) - [i54]Mingyang Yi, Huishuai Zhang, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
BN-invariant sharpness regularizes the training model to better generalization. CoRR abs/2101.02944 (2021) - [i53]Yihan Du, Yuko Kuroki, Wei Chen:
Combinatorial Pure Exploration with Bottleneck Reward Function and its Extension to General Reward Functions. CoRR abs/2102.12094 (2021) - [i52]Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu:
Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning. CoRR abs/2102.12677 (2021) - [i51]Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu:
Adversarial Training with Rectified Rejection. CoRR abs/2105.14785 (2021) - [i50]Ziming Liu, Bohan Wang, Qi Meng, Wei Chen, Max Tegmark, Tie-Yan Liu:
Machine-Learning Non-Conservative Dynamics for New-Physics Detection. CoRR abs/2106.00026 (2021) - [i49]Shiqi Gong, Qi Meng, Yue Wang, Lijun Wu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
Incorporating NODE with Pre-trained Neural Differential Operator for Learning Dynamics. CoRR abs/2106.04166 (2021) - [i48]Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu:
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior. CoRR abs/2106.06406 (2021) - [i47]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Large Scale Private Learning via Low-rank Reparametrization. CoRR abs/2106.09352 (2021) - [i46]Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu:
R-Drop: Regularized Dropout for Neural Networks. CoRR abs/2106.14448 (2021) - [i45]Yichi Zhou, Shihong Song, Huishuai Zhang, Jun Zhu, Wei Chen, Tie-Yan Liu:
Regularized OFU: an Efficient UCB Estimator forNon-linear Contextual Bandit. CoRR abs/2106.15128 (2021) - [i44]Xiangyu Zheng, Xinwei Sun, Wei Chen, Tie-Yan Liu:
Causally Invariant Predictor with Shift-Robustness. CoRR abs/2107.01876 (2021) - [i43]Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma:
Momentum Doesn't Change the Implicit Bias. CoRR abs/2110.03891 (2021) - [i42]Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu:
Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD. CoRR abs/2110.13750 (2021) - [i41]Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Bin Shao, Tie-Yan Liu:
Equivariant vector field network for many-body system modeling. CoRR abs/2110.14811 (2021) - [i40]Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang:
Collaborative Pure Exploration in Kernel Bandit. CoRR abs/2110.15771 (2021) - [i39]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Indiscriminate Poisoning Attacks Are Shortcuts. CoRR abs/2111.00898 (2021) - 2020
- [j7]Yue Wang, Yuting Liu, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
Target transfer Q-learning and its convergence analysis. Neurocomputing 392: 11-22 (2020) - [j6]Shicong Cen, Huishuai Zhang, Yuejie Chi, Wei Chen, Tie-Yan Liu:
Convergence of Distributed Stochastic Variance Reduced Methods Without Sampling Extra Data. IEEE Trans. Signal Process. 68: 3976-3989 (2020) - [c34]Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao:
Combinatorial Pure Exploration for Dueling Bandit. ICML 2020: 1531-1541 - [c33]Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang:
(Locally) Differentially Private Combinatorial Semi-Bandits. ICML 2020: 1757-1767 - [c32]Ling Pan, Qingpeng Cai, Qi Meng, Wei Chen, Longbo Huang:
Reinforcement Learning with Dynamic Boltzmann Softmax Updates. IJCAI 2020: 1992-1998 - [c31]Xufang Luo, Qi Meng, Di He, Wei Chen, Yunhong Wang:
I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations. IJCAI 2020: 2669-2675 - [c30]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Gradient Perturbation is Underrated for Differentially Private Convex Optimization. IJCAI 2020: 3117-3123 - [i38]Wei Chen, Liwei Wang, Haoyu Zhao, Kai Zheng:
Combinatorial Semi-Bandit in the Non-Stationary Environment. CoRR abs/2002.03580 (2020) - [i37]Xiaoyu Chen, Kai Zheng, Zixin Zhou, Yunchang Yang, Wei Chen, Liwei Wang:
(Locally) Differentially Private Combinatorial Semi-Bandits. CoRR abs/2006.00706 (2020) - [i36]Wei Chen, Yihan Du, Yuko Kuroki:
Combinatorial Pure Exploration with Partial or Full-Bandit Linear Feedback. CoRR abs/2006.07905 (2020) - [i35]Wei Chen, Yihan Du, Longbo Huang, Haoyu Zhao:
Combinatorial Pure Exploration of Dueling Bandit. CoRR abs/2006.12772 (2020) - [i34]Qi Meng, Shiqi Gong, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
Dynamic of Stochastic Gradient Descent with State-Dependent Noise. CoRR abs/2006.13719 (2020) - [i33]Juanping Zhu, Qi Meng, Wei Chen, Yue Wang, Zhiming Ma:
Constructing Basis Path Set by Eliminating Path Dependency. CoRR abs/2007.00657 (2020) - [i32]Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu:
Membership Inference with Privately Augmented Data Endorses the Benign while Suppresses the Adversary. CoRR abs/2007.10567 (2020) - [i31]Chang Liu, Xinwei Sun, Jindong Wang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu:
Learning Causal Semantic Representation for Out-of-Distribution Prediction. CoRR abs/2011.01681 (2020) - [i30]Xinwei Sun, Botong Wu, Chang Liu, Xiangyu Zheng, Wei Chen, Tao Qin, Tie-Yan Liu:
Latent Causal Invariant Model. CoRR abs/2011.02203 (2020) - [i29]Bohan Wang, Qi Meng, Wei Chen:
The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks. CoRR abs/2012.06244 (2020) - [i28]Xinwei Sun, Botong Wu, Wei Chen:
Identifying Invariant Texture Violation for Robust Deepfake Detection. CoRR abs/2012.10580 (2020)
2010 – 2019
- 2019
- [j5]Qi Meng, Wei Chen, Yue Wang, Zhi-Ming Ma, Tie-Yan Liu:
Convergence analysis of distributed stochastic gradient descent with shuffling. Neurocomputing 337: 46-57 (2019) - [j4]Li He, Shuxin Zheng, Wei Chen, Zhiming Ma, Tie-Yan Liu:
OptQuant: Distributed training of neural networks with optimized quantization mechanisms. Neurocomputing 340: 233-244 (2019) - [c29]Shuxin Zheng, Qi Meng, Huishuai Zhang, Wei Chen, Nenghai Yu, Tie-Yan Liu:
Capacity Control of ReLU Neural Networks by Basis-Path Norm. AAAI 2019: 5925-5932 - [c28]Qi Meng, Shuxin Zheng, Huishuai Zhang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Nenghai Yu, Tie-Yan Liu:
G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space. ICLR (Poster) 2019 - [c27]Mingyang Yi, Huishuai Zhang, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
BN-invariant Sharpness Regularizes the Training Model to Better Generalization. IJCAI 2019: 4164-4170 - [i27]Mingyang Yi, Qi Meng, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu:
Positively Scale-Invariant Flatness of ReLU Neural Networks. CoRR abs/1903.02237 (2019) - [i26]Ling Pan, Qingpeng Cai, Qi Meng, Wei Chen, Longbo Huang, Tie-Yan Liu:
Reinforcement Learning with Dynamic Boltzmann Softmax Updates. CoRR abs/1903.05926 (2019) - [i25]Huishuai Zhang, Da Yu, Wei Chen, Tie-Yan Liu:
Training Over-parameterized Deep ResNet Is almost as Easy as Training a Two-layer Network. CoRR abs/1903.07120 (2019) - [i24]Shicong Cen, Huishuai Zhang, Yuejie Chi, Wei Chen, Tie-Yan Liu:
Convergence of Distributed Stochastic Variance Reduced Methods without Sampling Extra Data. CoRR abs/1905.12648 (2019) - [i23]Juanping Zhu, Qi Meng, Wei Chen, Zhiming Ma:
Interpreting Basis Path Set in Neural Networks. CoRR abs/1910.09402 (2019) - [i22]Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu, Jian Yin:
Gradient Perturbation is Underrated for Differentially Private Convex Optimization. CoRR abs/1911.11363 (2019) - 2018
- [j3]Wei Chen, Youzheng Wu, Wenliang Chen, Min Zhang:
基于BiLSTM-CRF的关键词自动抽取 (Automatic Keyword Extraction Based on BiLSTM-CRF). 计算机科学 45(6A): 91-96 (2018) - [c26]Shizhao Sun, Wei Chen, Jiang Bian, Xiaoguang Liu, Tie-Yan Liu:
Slim-DP: A Multi-Agent System for Communication-Efficient Distributed Deep Learning. AAMAS 2018: 721-729 - [c25]Zhuohan Li, Di He, Fei Tian, Wei Chen, Tao Qin, Liwei Wang, Tie-Yan Liu:
Towards Binary-Valued Gates for Robust LSTM Training. ICML 2018: 3001-3010 - [c24]Li He, Qi Meng, Wei Chen, Zhiming Ma, Tie-Yan Liu:
Differential Equations for Modeling Asynchronous Algorithms. IJCAI 2018: 2220-2226 - [c23]Huishuai Zhang, Wei Chen, Tie-Yan Liu:
On the Local Hessian in Back-propagation. NeurIPS 2018: 6521-6531 - [i21]Qi Meng, Wei Chen, Shuxin Zheng, Qiwei Ye, Tie-Yan Liu:
Optimizing Neural Networks in the Equivalent Class Space. CoRR abs/1802.03713 (2018) - [i20]Huishuai Zhang, Wei Chen, Tie-Yan Liu:
Train Feedfoward Neural Network with Layer-wise Adaptive Rate via Approximating Back-matching Propagation. CoRR abs/1802.09750 (201