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Jinyi Liu

Tianjin University, College of Intelligence and Computing, China

16 papers at tracked venues · 11 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search
  2. Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
  3. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
  4. Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
  5. RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-Horizon Robot Demonstration
  6. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
  7. War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models
  8. A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning
    AAMAS 2024 · Jinyi Liu
  9. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
  10. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
  11. KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
  12. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
    AAAI 2024 · Jinyi Liu
  13. PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
  14. Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
  15. vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement
  16. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms