Jian Hu

1. ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
   2025/05/30 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +13 · 2 voices · 82 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
   2025/08/11 by Zihe Liu, Liu, Zihe, Jiashun Liu +29 · 2 voices · 22 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.CL #cs.LG
3. Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
   2025/05/12 by Xinji Mai, Haotian Xu, Mai, Xinji +13 · 32 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
4. Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning
   2021/02/06 by Jian Hu, Siyang Jiang, Hu, Jian +7 · 7 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
5. Testing the cosmological principle with the Pantheon+ sample and the region-fitting method
   2023/10/18 by Jian-Ping Hu, Yuyang Wang, Hu, J. P. +5 · 4 citations
   Mathematics · Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #General Relativity and Quantum Cosmology (gr-qc) #Statistical and numerical algorithms
6. Domain Adaptive YOLO for One-Stage Cross-Domain Detection
   2021/06/26 by Shizhao Zhang, Hongya Tuo, Zhang, Shizhao +5 · 2 citations
   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
7. Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
   2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 12 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)
8. Hints of new physics for the Hubble tension: violation of cosmological principle
   2024/10/09 by J. P. Hu, Hu, J. P., X. D. Jia +5 · 3 citations
   Physics and Astronomy · Social Sciences · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #International Science and Diplomacy #Relativity and Gravitational Theory
9. Histone deacetylase 2 is essential for LPS‐induced inflammatory responses in macrophages
   2018/09/12 by Chenming Wu, Ang Li, Jian Hu +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Neuroscience · #Histone Deacetylase Inhibitors Research #Immune cells in cancer #Neuroinflammation and Neurodegeneration Mechanisms
10. The Stiffness-Threshold Conflict in Polymer Networks and a Resolution
    2019/09/18 by Yifan Zhou, Wenlei Zhang, Jian Hu +4 · 6 citations
    Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Sensor and Energy Harvesting Materials #Hydrogels: synthesis, properties, applications #Advanced Materials and Mechanics
11. Polar: Agentic RL on Any Harness at Scale
    2026/05/22 by Binfeng Xu, Hao Zhang, Shaokun Zhang +9 · 1 voice
    Computer Science · #cs.DC
12. InvSeg: Test-Time Prompt Inversion for Semantic Segmentation
    2024/10/15 by Jiayi Lin, Jiabo Huang, Lin, Jiayi +5 · 3 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
13. Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling
    2022/06/02 by Jian Hu, Haowen Zhong, Hu, Jian +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
14. Log Odds of Positive Lymph Nodes Predicts Survival in Patients After Resection for Esophageal Cancer
    2016/05/13 by Jinlin Cao, Jinglin Cao, Ping Yuan +9 · 17 citations
    Medicine · #Esophageal Cancer Research and Treatment #Pancreatic and Hepatic Oncology Research #Gastric Cancer Management and Outcomes
15. Attention Mechanism, Max-Affine Partition, and Universal Approximation
    2025/04/28 by Jian Hu, Liu, Hude, Hu, Jerry Yao-Chieh +4 · 3 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Stochastic Gradient Optimization Techniques
16. Data augmentation for fault localization using marginal minority synthesizing
    2026/07/24 by Jian Hu
    Computer Science · Engineering · #Fault Detection and Control Systems #Machine Fault Diagnosis Techniques #VLSI and Analog Circuit Testing
17. Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning
    2026/07/22 by Jian Hu, Huiying Li, Hao Zhang +8
    #cs.LG #cs.CL #cs.DC