Ruochen Zhou

PhD student, City University of Hong Kong

Joined

May 2024

Names

Ruochen Zhou (Preferred)

Emails

****@my.cityu.edu.hk (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

City University of Hong Kong (cityu.edu.hk)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Siyang Gao

2024 – Present

Expertise

Natural Language Processing

2024 – Present

Publications

SkillCraft: Can LLM Agents learn to use tools skillfully?
Shiqi Chen, Jingze Gai, Ruochen Zhou, Jinghan Zhang, Tongyao Zhu, Junlong Li, Kangrui Wang, Zihan Wang, Zhengyu Chen, Klara Kaleb, Ning Miao, Siyang Gao, Cong Lu, Manling Li, Junxian He, Yee Whye Teh
- AgentSkills 2026 Poster
- Readers: Everyone
SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?
Shiqi Chen, Jingze Gai, Ruochen Zhou, Jinghan Zhang, Tongyao Zhu, Junlong Li, Kangrui Wang, Zihan Wang, Zhengyu Chen, Klara Kaleb, Ning Miao, Siyang Gao, Cong Lu, Manling Li, Junxian He, Yee Whye Teh
- MSLD 2026 Poster
- Readers: Everyone
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
- ICLR 2026 Poster
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
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
- MATH-AI 24
- Readers: Everyone
AdaptVis: Spatial Understanding in Vision-Language Models Requires Adaptive Attention
Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Math for AI: On the Generalization of Learning Mathematical Problem Solving
Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, LIN Xinxin, Zhengyu Chen, Junxian He
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors

View all 28 co-authors

Ruochen Zhou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

SkillCraft: Can LLM Agents learn to use tools skillfully?

SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas

Math for AI: On the Generalization of Learning Mathematical Problem Solving

AdaptVis: Spatial Understanding in Vision-Language Models Requires Adaptive Attention

Math for AI: On the Generalization of Learning Mathematical Problem Solving

Co-Authors