PPaperPicks

Jianye Hao

88 papers at tracked venues · 76 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0422-8235 ↗Homepage ↗

Venues

NeurIPS ×22ICML ×19ICLR ×13AAAI ×8AAMAS ×5CVPR ×4IJCAI ×4ACL ×3SIGKDD ×3WWW ×3ICCV ×1ICRA ×1IROS ×1UAI ×1

Frequent coauthors

Yan Zheng
×29
Jie Wang
×21
Mingxuan Yuan
×18
Feng Wu
×17
Jinyi Liu
×14
Yifu Yuan
×12
Fei Ni
×11
Zhihai Wang
×11
Yi Ma
×10
Pengyi Li
×10
Zibin Dong
×10
Zhentao Tang
×8

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. AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search
    AAAI 2026 ·
    Yu Li
    ,
    Lehui Li
    ,
    Zhihao Wu
    ,
    Qingmin Liao
    , Jianye Hao,
    Kun Shao
    ,
    Fengli Xu
  3. 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
    ICLR 2025 ·
    Hengshuo Chu
    ,
    Xiang Deng
    ,
    Qi Lv
    ,
    Xiaoyang Chen
    ,
    Yinchuan Li
    , Jianye Hao,
    Liqiang Nie
  4. A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization
    ICLR 2025 ·
    Yinqi Bai
    ,
    Jie Wang
    ,
    Lei Chen
    ,
    Zhihai Wang
    ,
    Yufei Kuang
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Feng Wu
  5. Accelerating Large Language Model Reasoning via Speculative Search
    ICML 2025 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Jilai Pan
    ,
    Xilin Xia
    ,
    Huiling Zhen
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Feng Wu
  6. Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
    NeurIPS 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziqi Liu
    ,
    Feng Ju
    ,
    Yiming Li
    ,
    Xing Li
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Defu Lian
    ,
    Enhong Chen
    ,
    Feng Wu
  7. Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
    ICLR 2025 ·
    Haoyang Liu
    ,
    Jie Wang
    ,
    Zijie Geng
    ,
    Xijun Li
    ,
    Yuxuan Zong
    ,
    Fangzhou Zhu
    , Jianye Hao,
    Feng Wu
  8. AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
    NeurIPS 2025 ·
    Qingyue Yang
    ,
    Jie Wang
    ,
    Xing Li
    ,
    Zhihai Wang
    ,
    Chen Chen
    ,
    Lei Chen
    ,
    Xianzhi Yu
    ,
    Wulong Liu
    , Jianye Hao,
    Mingxuan Yuan
    ,
    Bin Li
  9. Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
    NeurIPS 2025 ·
    Zhihai Wang
    ,
    Zijie Geng
    ,
    Zhaojie Tu
    ,
    Jie Wang
    ,
    Yuxi Qian
    ,
    Zhexuan Xu
    ,
    Ziyan Liu
    ,
    Siyuan Xu
    ,
    Zhentao Tang
    ,
    Shixiong Kai
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Bin Li
    ,
    Feng Wu
  10. Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples
    ICML 2025 ·
    Xize Liang
    ,
    Lin Yang
    ,
    Jie Wang
    ,
    Yiyang Lu
    ,
    Runyu Wu
    ,
    Hanzhu Chen
    , Jianye Hao
  11. 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
  12. CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning
    NeurIPS 2025 ·
    Pengyi Li
    ,
    Shixiong Kai
    , Jianye Hao,
    Ruizhe Zhong
    ,
    Hongyao Tang
    ,
    Zhentao Tang
    ,
    Mingxuan Yuan
    ,
    Junchi Yan
  13. Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
    ICLR 2025 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Xilin Xia
    ,
    Dongsheng Zuo
    ,
    Lei Chen
    ,
    Yuzhe Ma
    , Jianye Hao,
    Mingxuan Yuan
    ,
    Feng Wu
  14. Conditioning Matters: Training Diffusion Policies is Faster Than You Think
    NeurIPS 2025 ·
    Zibin Dong
    ,
    Yicheng Liu
    ,
    Yinchuan Li
    ,
    Hang Zhao
    , Jianye Hao
  15. CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning
    SIGKDD 2025 ·
    Jingwei Wang
    ,
    Qianyue Hao
    ,
    Wenzhen Huang
    ,
    Xiaochen Fan
    ,
    Qin Zhang
    ,
    Zhentao Tang
    ,
    Bin Wang
    , Jianye Hao,
    Yong Li
  16. Differentiable Integer Linear Programming
    ICLR 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Xijun Li
    ,
    Fangzhou Zhu
    , Jianye Hao,
    Bin Li
    ,
    Feng Wu
  17. DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent
    ICLR 2025 ·
    Taiyi Wang
    ,
    Zhihao Wu
    ,
    Jianheng Liu
    , Jianye Hao,
    Jun Wang
    ,
    Kun Shao
  18. 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
  19. Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph
    NeurIPS 2025 ·
    Mingxuan Ye
    ,
    Jie Wang
    ,
    Fangzhou Zhu
    ,
    Zhihai Wang
    ,
    Yufei Kuang
    ,
    Xijun Li
    ,
    Weilin Luo
    , Jianye Hao,
    Feng Wu
  20. ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models
    IROS 2025 ·
    Lingfeng Zhang
    ,
    Yuening Wang
    ,
    Hongjian Gu
    ,
    Atia Hamidizadeh
    ,
    Zhanguang Zhang
    ,
    Yuecheng Liu
    ,
    Yutong Wang
    ,
    David Gamaliel Arcos Bravo
    ,
    Junyi Dong
    ,
    Shunbo Zhou
    ,
    Tongtong Cao
    ,
    Xingyue Quan
    ,
    Yuzheng Zhuang
    ,
    Yingxue Zhang
    , Jianye Hao
  21. EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
    CVPR 2025 ·
    Zhenghao Xing
    ,
    Hao Chen
    ,
    Binzhu Xie
    ,
    Jiaqi Xu
    ,
    Ziyu Guo
    ,
    Xuemiao Xu
    , Jianye Hao,
    Chi-Wing Fu
    ,
    Xiaowei Hu
    ,
    Pheng-Ann Heng
  22. Enhancing Graph-based Coordination with Evolutionary Algorithms for Episodic Multi-agent Reinforcement Learning
    AAMAS 2025 ·
    Kexing Peng
    ,
    Pengyi Li
    , Jianye Hao
  23. High-Performance Arithmetic Circuit Optimization via Differentiable Architecture Search
    NeurIPS 2025 ·
    Xilin Xia
    ,
    Jie Wang
    ,
    Wanbo Zhang
    ,
    Zhihai Wang
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Feng Wu
  24. HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
    ICML 2025 ·
    Runquan Gui
    ,
    Zhihai Wang
    ,
    Jie Wang
    ,
    Chi Ma
    ,
    Huiling Zhen
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Defu Lian
    ,
    Enhong Chen
    ,
    Feng Wu
  25. Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning
    AAAI 2025 ·
    Da Wang
    ,
    Lin Li
    ,
    Wei Wei
    ,
    Qixian Yu
    , Jianye Hao,
    Jiye Liang
  26. LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
    ICLR 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziyan Liu
    ,
    Siyuan Xu
    ,
    Zhentao Tang
    ,
    Shixiong Kai
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Feng Wu
  27. LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
    NeurIPS 2025 ·
    Pengyi Li
    ,
    Hongyao Tang
    ,
    Jinbin Qiao
    ,
    Yan Zheng
    , Jianye Hao
  28. Lightweight Neural App Control
    ICLR 2025 ·
    Filippos Christianos
    ,
    Georgios Papoudakis
    ,
    Thomas Coste
    , Jianye Hao,
    Jun Wang
    ,
    Kun Shao
  29. LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
    NeurIPS 2025 ·
    Zehao Wang
    ,
    Lin F. Yang
    ,
    Jie Wang
    ,
    Kehan Wang
    ,
    Hanzhu Chen
    ,
    Bin Wang
    , Jianye Hao,
    Defu Lian
    ,
    Bin Li
    ,
    Enhong Chen
  30. MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning
    ICML 2025 ·
    Yifu Yuan
    ,
    Zhenrui Zheng
    ,
    Zibin Dong
    , Jianye Hao
  31. OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling
    NeurIPS 2025 ·
    Haoyang Liu
    ,
    Jie Wang
    ,
    Yuyang Cai
    ,
    Xiongwei Han
    ,
    Yufei Kuang
    , Jianye Hao
  32. 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
  33. Reinforced In-Context Black-Box Optimization
    IJCAI 2025 ·
    Lei Song
    ,
    Chen-Xiao Gao
    ,
    Ke Xue
    ,
    Chenyang Wu
    ,
    Dong Li
    , Jianye Hao,
    Zongzhang Zhang
    ,
    Chao Qian
  34. 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
  35. STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
    ICML 2025 ·
    Hao Li
    ,
    Qi Lv
    ,
    Rui Shao
    ,
    Xiang Deng
    ,
    Yinchuan Li
    , Jianye Hao,
    Liqiang Nie
  36. SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates
    AAAI 2025 ·
    Xi Zeng
    ,
    Fei Ni
    ,
    Shaoqing Jiao
    ,
    Dazhi Lu
    , Jianye Hao,
    Jiajie Peng
  37. 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
  38. Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation
    ICLR 2025 ·
    Jingxuan Chen
    ,
    Derek Yuen
    ,
    Bin Xie
    ,
    Yuhao Yang
    ,
    Gongwei Chen
    ,
    Zhihao Wu
    ,
    Li Yixing
    ,
    Xurui Zhou
    ,
    Weiwen Liu
    ,
    Shuai Wang
    ,
    Kaiwen Zhou
    ,
    Rui Shao
    ,
    Liqiang Nie
    ,
    Yasheng Wang
    , Jianye Hao,
    Jun Wang
    ,
    Kun Shao
  39. Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
    CVPR 2025 ·
    Qi Lv
    ,
    Hao Li
    ,
    Xiang Deng
    ,
    Rui Shao
    ,
    Yinchuan Li
    , Jianye Hao,
    Longxiang Gao
    ,
    Michael Yu Wang
    ,
    Liqiang Nie
  40. Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
    NeurIPS 2025 ·
    Georgios Papoudakis
    ,
    Thomas Coste
    , Jianye Hao,
    Jun Wang
    ,
    Kun Shao
  41. The Graph's Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation
    IJCAI 2025 ·
    Reza Moravej
    ,
    Saurabh Bodhe
    ,
    Zhanguang Zhang
    ,
    Didier Chételat
    ,
    Dimitrios Tsaras
    ,
    Yingxue Zhang
    ,
    Hui-Ling Zhen
    , Jianye Hao,
    Mingxuan Yuan
  42. Trajectory World Models for Heterogeneous Environments
    ICML 2025 ·
    Shaofeng Yin
    ,
    Jialong Wu
    ,
    Siqiao Huang
    ,
    Xingjian Su
    ,
    Xu He
    , Jianye Hao,
    Mingsheng Long
  43. Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Video Temporal Grounding
    NeurIPS 2025 ·
    Jian Hu
    ,
    Zixu Cheng
    ,
    Shaogang Gong
    ,
    Isabel Guan
    , Jianye Hao,
    Jun Wang
    ,
    Kun Shao
  44. War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models
    ACL 2025 ·
    Yibin Chen
    ,
    Jinyi Liu
    ,
    Yan Zheng
    ,
    Yifu Yuan
    , Jianye Hao
  45. A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
    ICML 2024 ·
    Zhihai Wang
    ,
    Lei Chen
    ,
    Jie Wang
    ,
    Yinqi Bai
    ,
    Xing Li
    ,
    Xijun Li
    ,
    Mingxuan Yuan
    , Jianye Hao,
    Yongdong Zhang
    ,
    Feng Wu
  46. A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
    ICML 2024 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Dongsheng Zuo
    ,
    Yunjie Ji
    ,
    Xilin Xia
    ,
    Yuzhe Ma
    , Jianye Hao,
    Mingxuan Yuan
    ,
    Yongdong Zhang
    ,
    Feng Wu
  47. 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
  48. A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning
    AAAI 2024 ·
    Tianpei Yang
    ,
    Heng You
    , Jianye Hao,
    Yan Zheng
    ,
    Matthew E. Taylor
  49. 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
  50. 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
  51. DiffuserLite: Towards Real-time Diffusion Planning
    NeurIPS 2024 ·
    Zibin Dong
    , Jianye Hao,
    Yifu Yuan
    ,
    Fei Ni
    ,
    Yitian Wang
    ,
    Pengyi Li
    ,
    Yan Zheng
  52. DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation
    SIGKDD 2024 ·
    Jingwei Wang
    ,
    Qianyue Hao
    ,
    Wenzhen Huang
    ,
    Xiaochen Fan
    ,
    Zhentao Tang
    ,
    Bin Wang
    , Jianye Hao,
    Yong Li
  53. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
    AAMAS 2024 ·
    Kai Zhao
    , Jianye Hao,
    Yi Ma
    ,
    Jinyi Liu
    ,
    Yan Zheng
    ,
    Zhaopeng Meng
  54. ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
    IJCAI 2024 ·
    Kai Zhao
    , Jianye Hao,
    Yi Ma
    ,
    Jinyi Liu
    ,
    Yan Zheng
    ,
    Zhaopeng Meng
  55. EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
    ACL 2024 ·
    Mohammad Dehghan
    ,
    Mohammad Ali Alomrani
    ,
    Sunyam Bagga
    ,
    David Alfonso-Hermelo
    ,
    Khalil Bibi
    ,
    Abbas Ghaddar
    ,
    Yingxue Zhang
    ,
    Xiaoguang Li
    , Jianye Hao,
    Qun Liu
    ,
    Jimmy Lin
    ,
    Boxing Chen
    ,
    Prasanna Parthasarathi
    ,
    Mahdi Biparva
    ,
    Mehdi Rezagholizadeh
  56. EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
    ICML 2024 ·
    Pengyi Li
    ,
    Yan Zheng
    ,
    Hongyao Tang
    ,
    Xian Fu
    , Jianye Hao
  57. FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
    NeurIPS 2024 ·
    Ruizhe Zhong
    ,
    Xingbo Du
    ,
    Shixiong Kai
    ,
    Zhentao Tang
    ,
    Siyuan Xu
    , Jianye Hao,
    Mingxuan Yuan
    ,
    Junchi Yan
  58. 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
  59. GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection
    SIGKDD 2024 ·
    Zhanguang Zhang
    ,
    Didier Chételat
    ,
    Joseph Cotnareanu
    ,
    Amur Ghose
    ,
    Wenyi Xiao
    ,
    Hui-Ling Zhen
    ,
    Yingxue Zhang
    , Jianye Hao,
    Mark Coates
    ,
    Mingxuan Yuan
  60. HarmonyDream: Task Harmonization Inside World Models
    ICML 2024 ·
    Haoyu Ma
    ,
    Jialong Wu
    ,
    Ningya Feng
    ,
    Chenjun Xiao
    ,
    Dong Li
    , Jianye Hao,
    Jianmin Wang
    ,
    Mingsheng Long
  61. 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
  62. Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting
    ICML 2024 ·
    Da Wang
    ,
    Lin Li
    ,
    Wei Wei
    ,
    Qixian Yu
    , Jianye Hao,
    Jiye Liang
  63. Improving Unsupervised Hierarchical Representation With Reinforcement Learning
    CVPR 2024 ·
    Ruyi An
    ,
    Yewen Li
    ,
    Xu He
    ,
    Pengjie Gu
    ,
    Mengchen Zhao
    ,
    Dong Li
    , Jianye Hao,
    Chaojie Wang
    ,
    Bo An
    ,
    Mingyuan Zhou
  64. Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
    NeurIPS 2024 ·
    Yi Ma
    , Jianye Hao,
    Xiaohan Hu
    ,
    Yan Zheng
    ,
    Chenjun Xiao
  65. 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
  66. Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces
    AAAI 2024 ·
    Xiaotian Hao
    , Jianye Hao,
    Chenjun Xiao
    ,
    Kai Li
    ,
    Dong Li
    ,
    Yan Zheng
  67. 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
  68. PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning
    AAMAS 2024 ·
    Hao Zhang
    ,
    Tianpei Yang
    ,
    Yan Zheng
    , Jianye Hao,
    Matthew E. Taylor
  69. 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
  70. 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
  71. PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling
    AAAI 2024 ·
    Ruizhe Zhong
    ,
    Junjie Ye
    ,
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  72. Reinforcement Learning within Tree Search for Fast Macro Placement
    ICML 2024 ·
    Zijie Geng
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    Jie Wang
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    Ziyan Liu
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    Siyuan Xu
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    Zhentao Tang
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    Mingxuan Yuan
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    Feng Wu
  73. Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
    ICLR 2024 ·
    Yufei Kuang
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    Jie Wang
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    Haoyang Liu
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    Fangzhou Zhu
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    Xijun Li
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    Jia Zeng
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    Bin Li
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    Feng Wu
  74. Rethinking Decision Transformer via Hierarchical Reinforcement Learning
    ICML 2024 ·
    Yi Ma
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    Chenjun Xiao
  75. Safe Table Tennis Swing Stroke with Low-Cost Hardware
    ICRA 2024 ·
    Francesco Cursi
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    Shuang Wu
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    Xidi Xue
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    Yu Tian
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    Guangjian Tian
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    Xingyue Quan
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  76. Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
    ICML 2024 ·
    Yaodong Yang
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    Guangyong Chen
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  77. Sample-Efficient Quality-Diversity by Cooperative Coevolution
    ICLR 2024 ·
    Ke Xue
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    Ren-Jian Wang
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    Pengyi Li
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    Dong Li
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  78. The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
    NeurIPS 2024 ·
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  79. The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies
    WWW 2024 ·
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    Xi Yuan
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    Runze Wu
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    Zhipeng Hu
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    Haoyu Liu
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    Kai Wang
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    Yujing Hu
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    Tangjie Lv
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    Changjie Fan
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    Xin T. Tong
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  80. Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
    ICML 2024 ·
    Yufei Kuang
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    Jie Wang
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    Yuyan Zhou
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    Xijun Li
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    Fangzhou Zhu
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    Feng Wu
  81. Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
    NeurIPS 2024 ·
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    Jie Wang
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    Qingyue Yang
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    Yinqi Bai
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    Xing Li
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    Lei Chen
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    Bin Li
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    Yongdong Zhang
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    Feng Wu
  82. Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
    ICLR 2024 ·
    Yifu Yuan
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    Zibin Dong
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    Hebin Liang
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    Jinyi Liu
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    Zhixin Feng
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    Kai Zhao
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    Yan Zheng
  83. Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
    ICML 2024 ·
    Jiashun Liu
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  84. Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
    NeurIPS 2024 ·
    Jiashun Liu
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    Yi Ma
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    Yan Zheng
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    Yujing Hu
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    Tangjie Lv
  85. Value-Evolutionary-Based Reinforcement Learning
    ICML 2024 ·
    Pengyi Li
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    NeurIPS 2024 ·
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    Shaofeng Yin
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    Ningya Feng
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    Xu He
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    Dong Li
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  87. vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement
    IJCAI 2024 ·
    Yiwen Zhu
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    Jinyi Liu
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    Wenya Wei
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    Qianyi Fu
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    Yujing Hu
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    Zhou Fang
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    Bo An
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    Tangjie Lv
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  88. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms
    AAMAS 2024 ·
    Yiwen Zhu
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    Jinyi Liu
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    Wenya Wei
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    Qianyi Fu
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    Yujing Hu
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    Zhou Fang
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    Bo An
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    Tangjie Lv
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    Changjie Fan