Yan Zheng

Tianjin University, China

31 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2741-058X ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×7 AAAI ×5 ICML ×5 AAMAS ×3 WWW ×3 ACL ×2 ICLR ×2 CVPR ×1 ICCV ×1 IJCAI ×1 UAI ×1

Frequent coauthors

Jianye Hao

×29

Jinyi Liu

×13

Yifu Yuan

×11

Fei Ni

×10

Yi Ma

×8

Zibin Dong

×8

Pengyi Li

×7

Hongyao Tang

×5

Yujing Hu

×5

Tangjie Lv

×5

Longxin Kou

×4

Changjie Fan

×4

Papers

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
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
AAAI 2026 ·
Qian Zhang
,
Jinyi Liu
, Yan Zheng,
Hebin Liang
,
Lanjun Wang
COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space
NeurIPS 2025 ·
Pengyi Li
,
Hongyao Tang
,
Yifu Yuan
,
Jianye Hao
,
Zibin Dong
, Yan Zheng
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
LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
NeurIPS 2025 ·
Pengyi Li
,
Hongyao Tang
,
Jinbin Qiao
, Yan Zheng,
Jianye Hao
R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
ICML 2025 ·
Pengyi Li
,
Jianye Hao
,
Hongyao Tang
,
Yifu Yuan
,
Jinbin Qiao
,
Zibin Dong
, Yan Zheng
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
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
War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models
ACL 2025 ·
Yibin Chen
,
Jinyi Liu
, Yan Zheng,
Yifu Yuan
,
Jianye Hao
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
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning
AAAI 2024 ·
Tianpei Yang
,
Heng You
,
Jianye Hao
, Yan Zheng,
Matthew E. Taylor
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
ICLR 2024 ·
Zibin Dong
,
Yifu Yuan
,
Jianye Hao
,
Fei Ni
,
Yao Mu
, Yan Zheng,
Yujing Hu
,
Tangjie Lv
,
Changjie Fan
,
Zhipeng Hu
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
NeurIPS 2024 ·
Zibin Dong
,
Yifu Yuan
,
Jianye Hao
,
Fei Ni
,
Yi Ma
,
Pengyi Li
, Yan Zheng
DiffuserLite: Towards Real-time Diffusion Planning
NeurIPS 2024 ·
Zibin Dong
,
Jianye Hao
,
Yifu Yuan
,
Fei Ni
,
Yitian Wang
,
Pengyi Li
, Yan Zheng
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
AAMAS 2024 ·
Kai Zhao
,
Jianye Hao
,
Yi Ma
,
Jinyi Liu
, Yan Zheng,
Zhaopeng Meng
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
IJCAI 2024 ·
Kai Zhao
,
Jianye Hao
,
Yi Ma
,
Jinyi Liu
, Yan Zheng,
Zhaopeng Meng
EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
ICML 2024 ·
Pengyi Li
, Yan Zheng,
Hongyao Tang
,
Xian Fu
,
Jianye Hao
Generate Subgoal Images Before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024 ·
Fei Ni
,
Jianye Hao
,
Shiguang Wu
,
Longxin Kou
,
Jiashun Liu
, Yan Zheng,
Bin Wang
,
Yuzheng Zhuang
Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search
UAI 2024 ·
Jiashun Liu
,
Xiaotian Hao
,
Jianye Hao
, Yan Zheng,
Yujing Hu
,
Changjie Fan
,
Tangjie Lv
,
Zhipeng Hu
Improving Neural Logic Machines via Failure Reflection
ICML 2024 ·
Zhiming Li
,
Yushi Cao
, Yan Zheng,
Xu Liu
,
Bozhi Wu
,
Tianlin Li
,
Xiufeng Xu
,
Junzhe Jiang
,
Yon Shin Teo
,
Shang-Wei Lin
,
Yang Liu
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
NeurIPS 2024 ·
Yi Ma
,
Jianye Hao
,
Xiaohan Hu
, Yan Zheng,
Chenjun Xiao
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
Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces
AAAI 2024 ·
Xiaotian Hao
,
Jianye Hao
,
Chenjun Xiao
,
Kai Li
,
Dong Li
, Yan Zheng
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
PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning
AAMAS 2024 ·
Hao Zhang
,
Tianpei Yang
, Yan Zheng,
Jianye Hao
,
Matthew E. Taylor
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
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning
AAAI 2024 ·
Jizhou Wu
,
Jianye Hao
,
Tianpei Yang
,
Xiaotian Hao
, Yan Zheng,
Weixun Wang
,
Matthew E. Taylor
The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies
WWW 2024 ·
Shiwei Zhao
,
Xi Yuan
,
Runze Wu
,
Zhipeng Hu
,
Haoyu Liu
,
Kai Wang
,
Yujing Hu
,
Tangjie Lv
,
Changjie Fan
,
Xin T. Tong
,
Jiangze Han
, Yan Zheng,
Jianye Hao
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
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
NeurIPS 2024 ·
Jiashun Liu
,
Jianye Hao
,
Xiaotian Hao
,
Yi Ma
, Yan Zheng,
Yujing Hu
,
Tangjie Lv
Value-Evolutionary-Based Reinforcement Learning
ICML 2024 ·
Pengyi Li
,
Jianye Hao
,
Hongyao Tang
, Yan Zheng,
Fazl Barez