Fangzhen Lin

1. VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
   2025/04/10 by Haozhe Wang, Chao Qu, Wang, Haozhe +9 · 103 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
   2025/05/21 by Haozhe Wang, A.W.Y. Su, Wang, Haozhe +7 · 84 citations
   Computer Science · Psychology · #Visual Attention and Saliency Detection #Reinforcement Learning in Robotics #Psychological and Educational Research Studies
3. Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
   2025/09/03 by Haozhe Wang, Qixin Xu, Wang, Haozhe +9 · 3 voices · 17 citations
   #cs.AI #cs.CL
4. Reverse-Engineered Reasoning for Open-Ended Generation
   2025/09/07 by Haozhe Wang, Haoran Que, Wang, Haozhe +21 · 3 voices · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques
5. To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization
   2025/02/02 by Long Li, Wang, Haozhe, Li, Long +10 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG)
6. Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning
   2019/10/22 by Haodi Zhang, Zihang Gao, Zhang, Haodi +9 · 1 citation
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Machine Learning and Algorithms
7. Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
   2026/07/24 by Haozhe Wang, Weijia Feng, Jinpeng Yu +8
   #cs.CV #cs.AI