Ruochen Zhou

15 papers A* 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling.
AAAI
Zhengyu Chen, Yudong Wang, Teng Xiao, Ruochen Zhou, Xuesheng Yang, Wei Wang, Zhifang Sui, Jingang Wang
2026 A* conf
Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks.
AAAI
Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu
2026 J jnl
SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?
CoRR
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
2025 J jnl
Can Tool-Integrated Reinforcement Learning Generalize Across Diverse Domains?
CoRR
Zhengyu Chen, Jinluan Yang, Teng Xiao, Ruochen Zhou, Luan Zhang, Xiangyu Xi, Xiaowei Shi, Wei Wang, Jinggang Wang
2025 J jnl
Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?
CoRR
Ruochen Zhou, Minrui Xu, Shiqi Chen, Junteng Liu, Yunqi Li, Xinxin Lin, Zhengyu Chen, Junxian He
2025 — conf
Exploring the Robustness of Vision-Language-Action Models against Sensor Attacks.
LAMPS@CCS
Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu
2025 J jnl
False Reality: Uncovering Sensor-induced Human-VR Interaction Vulnerability.
CoRR
Yancheng Jiang, Yan Jiang, Ruochen Zhou, Yi-Chao Chen, Xiaoyu Ji, Wenyuan Xu
2025 J jnl
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling.
CoRR
Zhengyu Chen, Yudong Wang, Teng Xiao, Ruochen Zhou, Xuesheng Yang, Wei Wang, Zhifang Sui, Jingang Wang
2025 J jnl
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping.
CoRR
Wei Liu, Ruochen Zhou, Yiyun Deng, Yuzhen Huang, Junteng Liu, Yuntian Deng, Yizhe Zhang, Junxian He
2025 J jnl
Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks.
CoRR
Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu
2025 A* conf
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas.
ICML
Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2025 J jnl
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas.
CoRR
Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2024 J jnl
Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation.
ACM Trans. Sens. Networks
Ruochen Zhou, Xiaoyu Ji, Han Chen, Chen Yan, Wenyuan Xu
2024 J jnl
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models.
CoRR
Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
2023 A* conf
DeHiREC: Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation.
SP
Ruochen Zhou, Xiaoyu Ji, Chen Yan, Yi-Chao Chen, Wenyuan Xu, Chaohao Li