Login / Signup
Yali Du
ORCID
Publication Activity (10 Years)
Years Active: 2011-2024
Publications (10 Years): 56
Top Topics
Cooperative
Reinforcement Learning
Matrix Factorization
Traffic Signal Control
Top Venues
CoRR
AAMAS
ICML
NeurIPS
</>
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)