Xuan Chen

16 papers A* 3A 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents.
CoRR
Lu Yan, Xuan Chen, Xiangyu Zhang
2026 J jnl
Who Tests the Testers? Systematic Enumeration and Coverage Audit of LLM Agent Tool Call Safety.
CoRR
Xuan Chen, Lu Yan, Ruqi Zhang, Xiangyu Zhang
2025 J jnl
ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants.
CoRR
Xiangzhe Xu, Guangyu Shen, Zian Su, Siyuan Cheng, Hanxi Guo, Lu Yan, Xuan Chen, Jiasheng Jiang, Xiaolong Jin, Chengpeng Wang, Zhuo Zhang, Xiangyu Zhang
2025 A conf
EffiTune: Diagnosing and Mitigating Training Inefficiency for Parameter Tuner in Robot Navigation System.
IROS
Shiwei Feng, Xuan Chen, Zikang Xiong, Zhiyuan Cheng, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2025 J jnl
IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents.
CoRR
Shiwei Feng, Xiangzhe Xu, Xuan Chen, Kaiyuan Zhang, Syed Yusuf Ahmed, Zian Su, Mingwei Zheng, Xiangyu Zhang
2025 J jnl
MGC: A Compiler Framework Exploiting Compositional Blindness in Aligned LLMs for Malware Generation.
CoRR
Lu Yan, Zhuo Zhang, Xiangzhe Xu, Shengwei An, Guangyu Shen, Zhou Xuan, Xuan Chen, Xiangyu Zhang
2025 — conf
System Prompt Hijacking via Permutation Triggers in LLM Supply Chains.
ACL (Findings)
Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Xiangyu Zhang
2025 J jnl
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving.
CoRR
Xuan Chen, Shiwei Feng, Zikang Xiong, Shengwei An, Yunshu Mao, Lu Yan, Guanhong Tao, Wenbo Guo, Xiangyu Zhang
2024 J jnl
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs.
CoRR
Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang
2024 J jnl
DIGIMON: Diagnosis and Mitigation of Sampling Skew for Reinforcement Learning based Meta-Planner in Robot Navigation.
CoRR
Shiwei Feng, Xuan Chen, Zhiyuan Cheng, Zikang Xiong, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang
2024 J jnl
RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs.
CoRR
Xuan Chen, Yuzhou Nie, Lu Yan, Yunshu Mao, Wenbo Guo, Xiangyu Zhang
2024 A* conf
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search.
NeurIPS
Xuan Chen, Yuzhou Nie, Wenbo Guo, Xiangyu Zhang
2024 J jnl
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search.
CoRR
Xuan Chen, Yuzhou Nie, Wenbo Guo, Xiangyu Zhang
2023 A* conf
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning.
NeurIPS
Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song
2023 A* conf
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP.
NeurIPS
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang
2023 J jnl
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP.
CoRR
Lu Yan, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Xuan Chen, Guangyu Shen, Xiangyu Zhang