Lin, Fangzhen
- VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
2025/04/10 by Haozhe Wang, Chao Qu, Wang, Haozhe +9 · 153 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
2025/05/21 by Haozhe Wang, A.W.Y. Su, Wang, Haozhe +7 · 95 citations
Computer Science · Psychology · #Visual Attention and Saliency Detection #Reinforcement Learning in Robotics #Psychological and Educational Research Studies
- Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
2025/09/03 by Haozhe Wang, Qixin Xu, Wang, Haozhe +9 · 3 voices · 17 citations
Computer Science · #cs.AI #cs.CL
- 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
- 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 · 16 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)
- Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL
2025/05/23 by Liu, Che, Wang, Haozhe, Pan, Jiazhen +6 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Adjustable Robust Reinforcement Learning for Online 3D Bin Packing
2023/10/06 by Yuxin Pan, Pan, Yuxin, Yize Chen +3 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Assembly Line Balancing Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Optimization and Packing Problems
- Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning
2019/10/22 by Haodi Zhang, Zihang Gao, Zhang, Haodi +9 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Machine Learning and Algorithms
- Forgetting and Update – an exploration
2007/01/01 by Abhaya Nayak, Yin Chen, Nayak, Abhaya +3 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Dalal Distance #Erasure #Forgetting #Knowledge Update #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies #Winslett Distance.
- PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations in Pure C++
2022/01/08 by Jaewoo Song, Song, Jaewoo, Fangzhen Lin +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- Using Language Models For Knowledge Acquisition in Natural Language Reasoning Problems
2023/04/04 by Lin, Fangzhen, Shou, Ziyi, Chen, Chengcai · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Pure Strategy Best Responses to Mixed Strategies in Repeated Games
2019/02/25 by Shiheng Wang, Wang, Shiheng, Fangzhen Lin +1 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence in Games #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications
- Hierarchical Learning-based Graph Partition for Large-scale Vehicle Routing Problems
2025/02/12 by Pan, Yuxin, Liu, Ruohong, Chen, Yize +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From Illusion to Intention: Visual Rationale Learning for Vision-Language Reasoning
2025/11/28 by Wang, Changpeng, Wang, Haozhe, Chen, Xi +6 · 1 citation
Computer Science · Psychology · #Multimodal Machine Learning Applications #Language, Metaphor, and Cognition #Explainable Artificial Intelligence (XAI)