PPaperPicks

Jinyi Liu

Tianjin University, College of Intelligence and Computing, China

16 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4537-348X ↗Google Scholar ↗

Venues

AAMAS ×3AAAI ×2ACL ×2IJCAI ×2NeurIPS ×2WWW ×2ICCV ×1ICLR ×1ICML ×1

Frequent coauthors

Jianye Hao
×14
Yan Zheng
×13
Yifu Yuan
×7
Fei Ni
×6
Yi Ma
×5
Yujing Hu
×4
Hebin Liang
×3
Yiwen Zhu
×3
Wenya Wei
×3
Zhou Fang
×3
Bo An
×3
Longxin Kou
×3

Papers

  1. AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search
    WWW 2026 ·
    Hebin Liang
    ,
    Jianye Hao
    , Jinyi Liu,
    Yi Ma
    ,
    Zilin Cao
    ,
    Jing Liang
    ,
    Kun Shao
    ,
    Zhaocheng Du
    ,
    Fei Ni
    ,
    Yifu Yuan
    ,
    Yan Zheng
  2. Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
    AAAI 2026 ·
    Qian Zhang
    , Jinyi Liu,
    Yan Zheng
    ,
    Hebin Liang
    ,
    Lanjun Wang
  3. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    ACL 2025 ·
    Rong Cheng
    , Jinyi Liu,
    Yan Zheng
    ,
    Fei Ni
    ,
    Jiazhen Du
    ,
    Hangyu Mao
    ,
    Fuzheng Zhang
    ,
    Bo Wang
    ,
    Jianye Hao
  4. Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
    NeurIPS 2025 ·
    Yiwen Zhu
    , Jinyi Liu,
    Pengjie Gu
    ,
    Yifu Yuan
    ,
    Zhenxing Ge
    ,
    Wenya Wei
    ,
    Zhou Fang
    ,
    Yujing Hu
    ,
    Bo An
  5. RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-Horizon Robot Demonstration
    ICCV 2025 ·
    Longxin Kou
    ,
    Fei Ni
    ,
    Yan Zheng
    ,
    Peilong Han
    , Jinyi Liu,
    Haiqin Cui
    ,
    Rui Liu
    ,
    Jianye Hao
  6. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
    WWW 2025 ·
    Yibin Chen
    ,
    Yifu Yuan
    ,
    Zeyu Zhang
    ,
    Yan Zheng
    , Jinyi Liu,
    Fei Ni
    ,
    Jianye Hao
    ,
    Hangyu Mao
    ,
    Fuzheng Zhang
  7. War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models
    ACL 2025 ·
    Yibin Chen
    , Jinyi Liu,
    Yan Zheng
    ,
    Yifu Yuan
    ,
    Jianye Hao
  8. A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning
    AAMAS 2024 · Jinyi Liu,
    Yi Ma
    ,
    Jianye Hao
    ,
    Yujing Hu
    ,
    Yan Zheng
    ,
    Tangjie Lv
    ,
    Changjie Fan
  9. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
    AAMAS 2024 ·
    Kai Zhao
    ,
    Jianye Hao
    ,
    Yi Ma
    , Jinyi Liu,
    Yan Zheng
    ,
    Zhaopeng Meng
  10. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
    IJCAI 2024 ·
    Kai Zhao
    ,
    Jianye Hao
    ,
    Yi Ma
    , Jinyi Liu,
    Yan Zheng
    ,
    Zhaopeng Meng
  11. KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
    ICML 2024 ·
    Longxin Kou
    ,
    Fei Ni
    ,
    Yan Zheng
    , Jinyi Liu,
    Yifu Yuan
    ,
    Zibin Dong
    ,
    Jianye Hao
  12. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
    AAAI 2024 · Jinyi Liu,
    Zhi Wang
    ,
    Yan Zheng
    ,
    Jianye Hao
    ,
    Chenjia Bai
    ,
    Junjie Ye
    ,
    Zhen Wang
    ,
    Haiyin Piao
    ,
    Yang Sun
  13. PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
    NeurIPS 2024 ·
    Fei Ni
    ,
    Jianye Hao
    ,
    Shiguang Wu
    ,
    Longxin Kou
    ,
    Yifu Yuan
    ,
    Zibin Dong
    , Jinyi Liu,
    Mingzhi Li
    ,
    Yuzheng Zhuang
    ,
    Yan Zheng
  14. Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
    ICLR 2024 ·
    Yifu Yuan
    ,
    Jianye Hao
    ,
    Yi Ma
    ,
    Zibin Dong
    ,
    Hebin Liang
    , Jinyi Liu,
    Zhixin Feng
    ,
    Kai Zhao
    ,
    Yan Zheng
  15. vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement
    IJCAI 2024 ·
    Yiwen Zhu
    , Jinyi Liu,
    Wenya Wei
    ,
    Qianyi Fu
    ,
    Yujing Hu
    ,
    Zhou Fang
    ,
    Bo An
    ,
    Jianye Hao
    ,
    Tangjie Lv
    ,
    Changjie Fan
  16. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms
    AAMAS 2024 ·
    Yiwen Zhu
    , Jinyi Liu,
    Wenya Wei
    ,
    Qianyi Fu
    ,
    Yujing Hu
    ,
    Zhou Fang
    ,
    Bo An
    ,
    Jianye Hao
    ,
    Tangjie Lv
    ,
    Changjie Fan