Jinyi Liu

35 papers A* 11A 3B 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search.
WWW
Hebin Liang, Jianye Hao, Jinyi Liu, Yi Ma, Zilin Cao, Jing Liang, Kun Shao, Zhaocheng Du, Fei Ni, Yifu Yuan, Yan Zheng
2026 A* conf
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
AAAI
Qian Zhang, Jinyi Liu, Yan Zheng, Hebin Liang, Lanjun Wang
2025 — conf
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering.
ACL (1)
Rong Cheng, Jinyi Liu, Yan Zheng, Fei Ni, Jiazhen Du, Hangyu Mao, Fuzheng Zhang, Bo Wang, Jianye Hao
2025 J jnl
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering.
CoRR
Rong Cheng, Jinyi Liu, Yan Zheng, Fei Ni, Jiazhen Du, Hangyu Mao, Fuzheng Zhang, Bo Wang, Jianye Hao
2025 J jnl
From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models.
CoRR
Jinyi Liu, Yan Zheng, Rong Cheng, Qiyu Wu, Wei Guo, Fei Ni, Hebin Liang, Yifu Yuan, Hangyu Mao, Fuzheng Zhang, Jianye Hao
2025 J jnl
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation.
CoRR
Yifu Yuan, Haiqin Cui, Yibin Chen, Zibin Dong, Fei Ni, Longxin Kou, Jinyi Liu, Pengyi Li, Yan Zheng, Jianye Hao
2025 J jnl
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
CoRR
Qian Zhang, Yan Zheng, Jinyi Liu, Hebin Liang, Lanjun Wang
2025 B conf
Multi-Reward Fusion: Learning from Other Policies through Distillation.
IJCNN
Yiwen Zhu, Jinyi Liu, Wenya Wei, Zhou Fang
2025 A* conf
SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models.
WWW
Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang
2025 J jnl
Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model.
CoRR
Jing Liang, Hongyao Tang, Yi Ma, Jinyi Liu, Yan Zheng, Shuyue Hu, Lei Bai, Jianye Hao
2025 — conf
War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models.
ACL (Findings)
Yibin Chen, Jinyi Liu, Yan Zheng, Yifu Yuan, Jianye Hao
2024 A conf
A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning.
AAMAS
Jinyi Liu, Yi Ma, Jianye Hao, Yujing Hu, Yan Zheng, Tangjie Lv, Changjie Fan
2024 J jnl
CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis.
CoRR
Yihang Xiao, Jinyi Liu, Yan Zheng, Xiaohan Xie, Jianye Hao, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Jintian Luo, Shaoqing Jiao, Jiajie Peng
2024 A conf
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles.
AAMAS
Kai Zhao, Jianye Hao, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng
2024 A* conf
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles.
IJCAI
Kai Zhao, Jianye Hao, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng
2024 J jnl
Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models.
CoRR
Jinyi Liu, Yifu Yuan, Jianye Hao, Fei Ni, Lingzhi Fu, Yibin Chen, Yan Zheng
2024 J jnl
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain.
IEEE Trans. Neural Networks Learn. Syst.
Jianye Hao, Tianpei Yang, Hongyao Tang, Chenjia Bai, Jinyi Liu, Zhaopeng Meng, Peng Liu, Zhen Wang
2024 A* conf
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations.
ICML
Longxin Kou, Fei Ni, Yan Zheng, Jinyi Liu, Yifu Yuan, Zibin Dong, Jianye Hao
2024 A* conf
OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments.
AAAI
Jinyi Liu, Zhi Wang, Yan Zheng, Jianye Hao, Chenjia Bai, Junjie Ye, Zhen Wang, Haiyin Piao, Yang Sun
2024 A* conf
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation.
NeurIPS
Fei Ni, Jianye Hao, Shiguang Wu, Longxin Kou, Yifu Yuan, Zibin Dong, Jinyi Liu, Mingzhi Li, Yuzheng Zhuang, Yan Zheng
2024 J jnl
SheetAgent: A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models.
CoRR
Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao
2024 A* conf
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.
ICLR
Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng
2024 J jnl
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.
CoRR
Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng
2024 A* conf
vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement.
IJCAI
Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan
2024 J jnl
vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement.
CoRR
Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan
2024 A conf
vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms.
AAMAS
Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan
2023 A* conf
EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model.
ICLR
Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Jinyi Liu, Yingfeng Chen, Changjie Fan
2023 J jnl
Ensemble-based Offline-to-Online Reinforcement Learning: From Pessimistic Learning to Optimistic Exploration.
CoRR
Kai Zhao, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng
2023 J jnl
HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach.
CoRR
Shixi Lian, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng
2023 J jnl
OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments.
CoRR
Jinyi Liu, Zhi Wang, Yan Zheng, Jianye Hao, Chenjia Bai, Junjie Ye, Zhen Wang, Haiyin Piao, Yang Sun
2023 J jnl
Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning.
CoRR
Jinyi Liu, Yi Ma, Jianye Hao, Yujing Hu, Yan Zheng, Tangjie Lv, Changjie Fan
2022 J jnl
EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model.
CoRR
Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Jinyi Liu, Yingfeng Chen, Changjie Fan
2021 J jnl
ED2: An Environment Dynamics Decomposition Framework for World Model Construction.
CoRR
Cong Wang, Tianpei Yang, Jianye Hao, Yan Zheng, Hongyao Tang, Fazl Barez, Jinyi Liu, Jiajie Peng, Haiyin Piao, Zhixiao Sun
2021 J jnl
Exploration in Deep Reinforcement Learning: A Comprehensive Survey.
CoRR
Tianpei Yang, Hongyao Tang, Chenjia Bai, Jinyi Liu, Jianye Hao, Zhaopeng Meng, Peng Liu
2021 A* conf
FIGCPS: Effective Failure-inducing Input Generation for Cyber-Physical Systems with Deep Reinforcement Learning.
ASE
Shaohua Zhang, Shuang Liu, Jun Sun, Yuqi Chen, Wenzhi Huang, Jinyi Liu, Jian Liu, Jianye Hao