Publications

Agent MechSuits : Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents

Agent MechSuits : Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents

Weidi Luo, Qiming Zhang, Mingyu Jin, Jie Cai, Yihao Quan, Chaowei Xiao, Jingcheng Niu, Zhen Xiang

NeurIPS
Your Harness is Not Secure: Benchmarking Real-world Threat of Command Line Interface Agent

Your Harness is Not Secure: Benchmarking Real-world Threat of Command Line Interface Agent

Weidi Luo*, Qiming Zhang*, Tianyu Lu*, Xiaogeng Liu, Bin Hu, Hung-Chun Chiu, Siyuan Ma, Yizhe Zhang, Xusheng Xiao, Yinzhi Cao, Zhen Xiang, Chaowei Xiao

* denotes equal contribution

Oral - ICML 2026 Workshop on Agents in the Wild (Top 1.22%)

EMNLP
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models

Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models

Weidi Luo*, Tianyu Lu*, Qiming Zhang*, Xiaogeng Liu, Bin Hu, Yue Zhao, Jieyu Zhao, Song Gao, Patrick McDaniel, Zhen Xiang, Chaowei Xiao

* denotes equal contribution

23,000+ views, 1,300+ shares · 机器之心 Synced

ICLR