Regional brain shrinkage over two years: Individual differences and effects of pro-inflammatory genetic polymorphisms. - Ninni Persson; Paolo Ghisletta; Cheryl L. Dahle; Andrew R. Bender; Yiqin Yang; Peng Yuan; Ana M. Daugherty; Naftali Raz (NeuroImage, 2014)

Regional brain shrinkage and change in cognitive performance over two years: The bidirectional influences of the brain and cognitive reserve factors. - Ninni Persson; Paolo Ghisletta; Cheryl L. Dahle; Andrew R. Bender; Yiqin Yang; Peng Yuan; Ana M. Daugherty; Naftali Raz (NeuroImage, 2016)

Deep Learning Technique-Based Steering of Autonomous Car. - Yiqin Yang; Zhe Wu; Qingyang Xu; Fabao Yan (Int. J. Comput. Intell. Appl., 2018)

Deep Convolutional Neural Network-Based Autonomous Marine Vehicle Maneuver. - Qingyang Xu; Yiqin Yang; Chengjin Zhang; Li Zhang 043 (Int. J. Fuzzy Syst., 2018)

A Mimic Learning Method for Disease Risk Prediction with Incomplete Initial Data. - Lin Yue; Haonan Zhao; Yiqin Yang; Dongyuan Tian; Xiaowei Zhao 004; Minghao Yin (DASFAA (3), 2019)

An Automated Grader for Chinese Essay Combining Shallow and Deep Semantic Attributes. - Yiqin Yang; Li Xia; Qianchuan Zhao (IEEE Access, 2019)

A Collaborative Route Optimization Model for Regional Multi-Airport System. - Li Zhang; Cheng Li; Kai Xu; Yiqin Yang (IEEE Access, 2019)

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. - Xiaoteng Ma; Yiqin Yang; Chenghao Li 002; Yiwen Lu; Qianchuan Zhao; Jun Yang 028 (AAMAS, 2021)

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. - Yiqin Yang; Xiaoteng Ma; Chenghao Li 002; Zewu Zheng; Qiyuan Zhang; Gao Huang 001; Jun Yang 028; Qianchuan Zhao (NeurIPS, 2021)

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. - Xiaoteng Ma; Yiqin Yang; Chenghao Li 002; Yiwen Lu; Qianchuan Zhao; Yang Jun (CoRR, 2021)

Learning to Discover Task-Relevant Features for Interpretable Reinforcement Learning. - Qiyuan Zhang; Xiaoteng Ma; Yiqin Yang; Chenghao Li 002; Jun Yang 028; Yu Liu 036; Bin Liang 001 (IEEE Robotics Autom. Lett., 2021)

MHRWR: Prediction of lncRNA-Disease Associations Based on Multiple Heterogeneous Networks. - Xiaowei Zhao 004; Yiqin Yang; Minghao Yin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Offline Reinforcement Learning with Value-based Episodic Memory. - Xiaoteng Ma; Yiqin Yang; Hao Hu 006; Jun Yang 028; Chongjie Zhang; Qianchuan Zhao; Bin Liang 001; Qihan Liu (ICLR, 2022)

On the Role of Discount Factor in Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (ICML, 2022)

Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. - Yiqin Yang; Hao Hu 006; Wenzhe Li; Siyuan Li 003; Jun Yang 028; Qianchuan Zhao; Chongjie Zhang (AAAI, 2023)

The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (ICLR, 2023)

Unsupervised Behavior Extraction via Random Intent Priors. - Hao Hu 006; Yiqin Yang; Jianing Ye; Ziqing Mai; Chongjie Zhang (NeurIPS, 2023)

The Provable Benefits of Unsupervised Data Sharing for Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (CoRR, 2023)

Smart supply chain management in Industry 4.0: the review, research agenda and strategies in North America. - Guoqing Zhang 003; Yiqin Yang; Guoqing Yang (Ann. Oper. Res., 2023)

Learning Diverse Risk Preferences in Population-Based Self-Play. - Yuhua Jiang; Qihan Liu; Xiaoteng Ma; Chenghao Li 002; Yiqin Yang; Jun Yang 028; Bin Liang 001; Qianchuan Zhao (AAAI, 2024)

No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Qianchuan Zhao (AAAI, 2024)

Bayesian Design Principles for Offline-to-Online Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Jianing Ye; Chengjie Wu; Ziqing Mai; Yujing Hu; Tangjie Lv; Changjie Fan; Qianchuan Zhao; Chongjie Zhang (ICML, 2024)

Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners. - Chengjie Wu; Hao Hu 006; Yiqin Yang; Ning Zhang 017; Chongjie Zhang (ICML, 2024)

S-EPOA: Overcoming the Indivisibility of Annotations with Skill-Driven Preference-Based Reinforcement Learning. - Ni Mu; Yao Luan 001; Yiqin Yang; Qing-Shan Jia (CoRR, 2024)

UAC: Offline Reinforcement Learning With Uncertain Action Constraint. - Jiayi Guan; Shangding Gu; Zhijun Li 001; Jing Hou; Yiqin Yang; Guang Chen 001; Changjun Jiang (IEEE Trans. Cogn. Dev. Syst., 2024)

Episodic Novelty Through Temporal Distance. - Yuhua Jiang; Qihan Liu; Yiqin Yang; Xiaoteng Ma; Dianyu Zhong; Hao Hu 006; Jun Yang 028; Bin Liang 001; Bo Xu 002; Chongjie Zhang; Qianchuan Zhao (ICLR, 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Bo Xu 002 (ICLR, 2025)

Auxiliary Reward Generation With Transition Distance Representation Learning. - Siyuan Li 003; Shijie Han; Yingnan Zhao 002; Yiqin Yang; Qianchuan Zhao; Peng Liu 008 (IEEE Trans Autom. Sci. Eng., 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Xu Bo (CoRR, 2025)

CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries. - Ni Mu; Hao Hu; Xiao Hu; Yiqin Yang; Bo Xu; Qing-Shan Jia (CoRR, 2025)

DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration. - Xiyun Li; Yining Ding; Yuhua Jiang; Yunlong Zhao; Runpeng Xie; Shuang Xu; Yuanhua Ni; Yiqin Yang; Bo Xu 002 (CoRR, 2025)

Maximum Next-State Entropy for Efficient Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Ziyou Zhang; Yuhua Jiang; Bo Xu 002; Qianchuan Zhao (IEEE Robotics Autom. Lett., 2025)

SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks. - Pengbo Shen; Yaqing Wang; Ni Mu; Yao Luan; Runpeng Xie; Senhao Yang; Lexiang Wang; Hao Hu; Shuang Xu; Yiqin Yang; Bo Xu (CoRR, 2025)