Ruochen Zhou

According to our database, Ruochen Zhou authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

CoRR, March, 2026

Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks.

Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling.

Zhengyu Chen, Yudong Wang, Teng Xiao, Ruochen Zhou, Xuesheng Yang, Wei Wang, Zhifang Sui, Jingang Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Can Tool-Integrated Reinforcement Learning Generalize Across Diverse Domains?

Zhengyu Chen, Jinluan Yang, Teng Xiao, Ruochen Zhou, Luan Zhang, Xiangyu Xi, Xiaowei Shi, Wei Wang, Jinggang Wang

CoRR, October, 2025

False Reality: Uncovering Sensor-induced Human-VR Interaction Vulnerability.

Yancheng Jiang, Yan Jiang, Ruochen Zhou, Yi-Chao Chen, Xiaoyu Ji, Wenyuan Xu

CoRR, August, 2025

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, Xinxin Lin, Zhengyu Chen, Junxian He

CoRR, July, 2025

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

CoRR, May, 2025

Exploring the Robustness of Vision-Language-Action Models against Sensor Attacks.

Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu

Proceedings of the 2025 Workshop on Large AI Systems and Models with Privacy and Security Analysis, 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation.

Ruochen Zhou, Xiaoyu Ji, Han Chen, Chen Yan, Wenyuan Xu

ACM Trans. Sens. Networks, November, 2024

Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models.

Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang

CoRR, 2024

2023

DeHiREC: Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation.

Ruochen Zhou, Xiaoyu Ji, Chen Yan, Yi-Chao Chen, Wenyuan Xu, Chaohao Li

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023