Yali Du

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Reinforcement Learning

Matrix Factorization

Traffic Signal Control

Top Venues

Publications

Nam Phuong Tran, The-Anh Ta, Shuqing Shi, Debmalya Mandal, Yali Du, Long Tran-Thanh
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games. CoRR (2024)
Xidong Feng, Ziyu Wan, Mengyue Yang, Ziyan Wang, Girish A. Koushik, Yali Du, Ying Wen, Jun Wang
Natural Language Reinforcement Learning. CoRR (2024)
Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. CoRR (2023)
Shangding Gu, Alap Kshirsagar, Yali Du, Guang Chen, Yaodong Yang, Jan Peters, Alois C. Knoll
A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors. CoRR (2023)
Lukas Schäfer, Oliver Slumbers, Stephen McAleer, Yali Du, Stefano V. Albrecht, David Mguni
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning. CoRR (2023)
Yang Li, Shao Zhang, Jichen Sun, Yali Du, Ying Wen, Xinbing Wang, Wei Pan
Cooperative Open-ended Learning Framework for Zero-shot Coordination. CoRR (2023)
Sirui Chen, Zhaowei Zhang, Yali Du, Yaodong Yang
STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning. CoRR (2023)
Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie
Multi-queue Momentum Contrast for Microvideo-Product Retrieval. WSDM (2023)
Yali Du, Zhongxing Yu
Pre-training Code Representation with Semantic Flow Graph for Effective Bug Localization. CoRR (2023)
Liting Chen, Lu Wang, Hang Dong, Yali Du, Jie Yan, Fangkai Yang, Shuang Li, Pu Zhao, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Introspective Tips: Large Language Model for In-Context Decision Making. CoRR (2023)
Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach. CoRR (2022)
Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie
Multi-queue Momentum Contrast for Microvideo-Product Retrieval. CoRR (2022)
Shangding Gu, Long Yang, Yali Du, Guang Chen, Florian Walter, Jun Wang, Yaodong Yang, Alois C. Knoll
A Review of Safe Reinforcement Learning: Methods, Theory and Applications. CoRR (2022)
Elizabeth Black, Martim Brandão, Oana Cocarascu, Bart de Keijzer, Yali Du, Derek Long, Michael Luck, Peter McBurney, Albert Meroño-Peñuela, Simon Miles, Sanjay Modgil, Luc Moreau, Maria Polukarov, Odinaldo Rodrigues, Carmine Ventre
Reasoning and interaction for social artificial intelligence. AI Commun. 35 (4) (2022)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. CoRR (2022)
Yang Yang, Hongjian Sun, Jialei Gong, Yali Du, Di Yu
Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection. CoRR (2022)
Yali Du, Chengdong Ma, Yuchen Liu, Runji Lin, Hao Dong, Jun Wang, Yaodong Yang
Fully Decentralized Model-based Policy Optimization for Networked Systems. CoRR (2022)
Ilias Kazantzidis, Timothy J. Norman, Yali Du, Christopher T. Freeman
How to Train Your Agent: Active Learning from Human Preferences and Justifications in Safety-critical Environments. AAMAS (2022)
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning. CoRR (2022)
Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach. AAAI (2022)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. ACL (1) (2022)
Yunqiu Xu, Meng Fang, Ling Chen, Gangyan Xu, Yali Du, Chengqi Zhang
Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems. IEEE Trans. Cybern. 52 (10) (2022)
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL. CoRR (2022)
Tianhong Dai, Yali Du, Meng Fang, Anil Anthony Bharath
Diversity-augmented intrinsic motivation for deep reinforcement learning. Neurocomputing 468 (2022)
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning. AAMAS (2022)
Runji Lin, Ye Li, Xidong Feng, Zhaowei Zhang, Xian Hong Wu Fung, Haifeng Zhang, Jun Wang, Yali Du, Yaodong Yang
Contextual Transformer for Offline Meta Reinforcement Learning. CoRR (2022)
Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang
Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. ICLR (2022)
Yali Du, Chengdong Ma, Yuchen Liu, Runji Lin, Hao Dong, Jun Wang, Yaodong Yang
Scalable Model-based Policy Optimization for Decentralized Networked Systems. IROS (2022)
Zhijian Duan, Yali Du, Jun Wang, Xiaotie Deng
Learning to Compute Approximate Nash Equilibrium for Normal-form Games. CoRR (2021)
Xiaoqiang Wang, Yali Du, Shengyu Zhu, Liangjun Ke, Zhitang Chen, Jianye Hao, Jun Wang
Ordering-Based Causal Discovery with Reinforcement Learning. IJCAI (2021)
Jiang Wang, Yi Lv, Junchen Wang, Furong Ma, Yali Du, Xin Fan, Menglin Wang, Jia Ke
Fully automated segmentation in temporal bone CT with neural network: a preliminary assessment study. BMC Medical Imaging 21 (1) (2021)
Yali Du, Xue Yan, Xu Chen, Jun Wang, Haifeng Zhang
Estimating α-Rank from A Few Entries with Low Rank Matrix Completion. ICML (2021)
Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li
MHER: Model-based Hindsight Experience Replay. CoRR (2021)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Chengqi Zhang
Generalization in Text-based Games via Hierarchical Reinforcement Learning. EMNLP (Findings) (2021)
David Mguni, Jianhong Wang, Taher Jafferjee, Nicolas Perez Nieves, Wenbin Song, Yaodong Yang, Feifei Tong, Hui Chen, Jiangcheng Zhu, Yali Du, Jun Wang
Learning to Shape Rewards using a Game of Switching Controls. CoRR (2021)
David Henry Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang
Learning in Nonzero-Sum Stochastic Games with Potentials. ICML (2021)
Xu Chen, Yali Du, Long Xia, Jun Wang
Reinforcement Recommendation with User Multi-aspect Preference. WWW (2021)
Liheng Chen, Hongyi Guo, Yali Du, Fei Fang, Haifeng Zhang, Weinan Zhang, Yong Yu
Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning. DAI (2021)
Yali Du, Bo Liu, Vincent Moens, Ziqi Liu, Zhicheng Ren, Jun Wang, Xu Chen, Haifeng Zhang
Learning Correlated Communication Topology in Multi-Agent Reinforcement learning. AAMAS (2021)
David Mguni, Yutong Wu, Yali Du, Yaodong Yang, Ziyi Wang, Minne Li, Ying Wen, Joel Jennings, Jun Wang
Learning in Nonzero-Sum Stochastic Games with Potentials. CoRR (2021)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Chengqi Zhang
Generalization in Text-based Games via Hierarchical Reinforcement Learning. CoRR (2021)
Xiaoqiang Wang, Yali Du, Shengyu Zhu, Liangjun Ke, Zhitang Chen, Jianye Hao, Jun Wang
Ordering-Based Causal Discovery with Reinforcement Learning. CoRR (2021)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. CoRR (2020)
Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. NeurIPS (2020)
Yifan Zhao, Gangyan Xu, Yali Du, Meng Fang
Learning Multi-Agent Communication with Policy Fingerprints for Adaptive Traffic Signal Control. CASE (2020)
Yali Du, Shejuan Xie, Xudong Li, Zhenmao Chen, Tetsuya Uchimoto, Toshiyuki Takagi
A Fast Forward Simulation Scheme for Eddy Current Testing of Crack in a Structure of Carbon Fiber Reinforced Polymer Laminate. IEEE Access 7 (2019)
Xun Wang, Yali Du, Leimin Zhang, Xirong Li, Miao Zhang, Jianfeng Dong
Exploring Content-based Video Relevance for Video Click-Through Rate Prediction. ACM Multimedia (2019)
Meng Fang, Tianyi Zhou, Yali Du, Lei Han, Zhengyou Zhang
Curriculum-guided Hindsight Experience Replay. NeurIPS (2019)
Yali Du, Lei Han, Meng Fang, Ji Liu, Tianhong Dai, Dacheng Tao
LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning. NeurIPS (2019)
Lei Han, Peng Sun, Yali Du, Jiechao Xiong, Qing Wang, Xinghai Sun, Han Liu, Tong Zhang
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI. ICML (2019)
Yali Du, Meng Fang, Jinfeng Yi, Chang Xu, Jun Cheng, Dacheng Tao
Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks. IEEE Trans. Multim. 21 (3) (2019)
Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao
Towards Query Efficient Black-box Attacks: An Input-free Perspective. CoRR (2018)
Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao
Towards Query Efficient Black-box Attacks: An Input-free Perspective. AISec@CCS (2018)
Yali Du, Chang Xu, Dacheng Tao
Privileged Matrix Factorization for Collaborative Filtering. IJCAI (2017)
Yali Du, Chang Xu, Dacheng Tao
Collaborative Rating Allocation. IJCAI (2017)
Junlin Sun, Xin Zhang, Cheng Zeng, Wengang Zheng, Lipeng Guo, Yali Du
Design and Development of Greenhouse Energy Management Platform Based on STM32. CCTA (2016)
Huawa Yu, Jing Wang, Yangan Yan, Xin Wang, Bin Gao, Hanchen Liu, Yali Du
ZnO thin films produced by the RF magnetron sputtering. EMEIT (2011)