Zhou, Ruochen

1. Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
   2024/05/22 by Qiji Zhou, Zhou, Qiji, Ruochen Zhou +9 · 16 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
2. Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
   2025/03/03 by Shiqi Chen, Chen, Shiqi, Tongyao Zhu +17 · 25 citations
   Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
3. Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
   2025/05/21 by Wei Liu, Liu, Wei, Ruochen Zhou +13 · 22 citations
   Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?
   2025/07/06 by Zhou, Ruochen, Xu, Minrui, Chen, Shiqi +5 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
   2025/05/24 by Zhengyu Chen, Chen, Zhengyu, Yudong Wang +11 · 2 citations
   Computer Science · #Software Engineering Research #Evolutionary Algorithms and Applications #AI-based Problem Solving and Planning