Ruochen Zhou

1. Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
   2024/05/22 by Qiji Zhou, Ruochen Zhou, Zhou, Qiji +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, Ruochen Zhou, Liu, Wei +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)