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Hu, Jian

  1. OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework
    2024/05/20 by Hu, Jian, Wu, Xibin, Shen, Wei +12 · 82 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
    2025/01/04 by Hu Jian, Hu, Jian, Liu, Jason Klein +2 · 65 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  3. ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
    2025/05/30 by Mingjie Liu, Liu, Mingjie, Shizhe Diao +13 · 2 voices · 67 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  4. Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
    2025/08/11 by Zihe Liu, Jiashun Liu, Liu, Zihe +29 · 2 voices · 22 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.CL #cs.LG
  5. Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
    2025/05/12 by Xinji Mai, Mai, Xinji, Haotian Xu +13 · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
  6. V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning
    2025/03/14 by Cheng, Zixu, Hu, Jian, Liu, Ziquan +3 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
    2025/04/20 by Xia, Yunhui, Shen, Wei, Wang, Yan +5 · 18 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  8. Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning
    2021/02/06 by Jian Hu, Hu, Jian, Siyang Jiang +7 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
  9. Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects
    2023/12/12 by Hu, Jian, Lin, Jiayi, Cai, Weitong +1 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. CoS: Chain-of-Shot Prompting for Long Video Understanding
    2025/02/10 by Hu, Jian, Cheng, Zixu, Si, Chenyang +2 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Semi-supervised t-SNE for Millimeter-wave Wireless Localization
    2021/11/26 by Deng, Junquan, Shi, Wei, Hu, Jian +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
    2024/08/27 by Jianfeng Hu, Hu, Jian, Jiayi Lin +5 · 4 citations
    Medicine · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #Epilepsy research and treatment #FOS: Computer and information sciences #Pain Management and Placebo Effect
  13. Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
    2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 11 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Domain Adaptive YOLO for One-Stage Cross-Domain Detection
    2021/06/26 by Shizhao Zhang, Hongya Tuo, Zhang, Shizhao +5 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning and ELM
  15. InvSeg: Test-Time Prompt Inversion for Semantic Segmentation
    2024/10/15 by Jiayi Lin, Lin, Jiayi, Jiabo Huang +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
  16. Aligning Language Models with Offline Learning from Human Feedback
    2023/08/23 by Hu, Jian, Tao, Li, Yang, June +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling
    2022/06/02 by Hu, Jian, Zhong, Haowen, Yan, Junchi +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences