Zhou, Ruochen

3 publications

ICLR 2026 Learn to Reason Efficiently with Adaptive Length-Based Reward Shaping Wei Liu, Ruochen Zhou, Yiyun Deng, Yuzhen Huang, Junteng Liu, Yuntian Deng, Yizhe Zhang, Junxian He

ICML 2025 Why Is Spatial Reasoning Hard for VLMs? an Attention Mechanism Perspective on Focus Areas Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li

NeurIPSW 2024 Math for AI: On the Generalization of Learning Mathematical Problem Solving Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, Xinxin Lin, Zhengyu Chen, Junxian He