Jiawei Zhang - RankMe

26 papers A* 10Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks. CoRR Zhaorun Chen, Xun Liu, Mintong Kang, Jiawei Zhang, Minzhou Pan, Shuang Yang, Bo Li
2025	A*	`conf`	AdvAgent: Controllable Blackbox Red-teaming on Web Agents. ICML Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li
2025	A*	`conf`	Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. ICLR Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun
2025	A*	`conf`	GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning. ICML Zhen Xiang, Linzhi Zheng, YanJie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li
2025	J	`jnl`	GuardSet-X: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset. CoRR Mintong Kang, Zhaorun Chen, Chejian Xu, Jiawei Zhang, Chengquan Guo, Minzhou Pan, Ivan Revilla, Yu Sun, Bo Li
2025	A*	`conf`	MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. ICLR Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Yujin Potter, Zhun Wang, Zhuowen Yuan, Alexander Xiong, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Xuandong Zhao, Francesco Pinto, Zhen Xiang, et al.
2025	J	`jnl`	MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. CoRR Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Yujin Potter, Zhun Wang, Zhuowen Yuan, Alexander Xiong, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Xuandong Zhao, Francesco Pinto, Zhen Xiang, Yu Gai, Zinan Lin, Dan Hendrycks, Bo Li, Dawn Song
2025	A*	`conf`	SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models. ICML Jiawei Zhang, Xuan Yang, Taiqi Wang, Yu Yao, Aleksandr Petiushko, Bo Li
2025	J	`jnl`	SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models. CoRR Jiawei Zhang, Xuan Yang, Taiqi Wang, Yu Yao, Aleksandr Petiushko, Bo Li
2025	J	`jnl`	UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning. CoRR Jiawei Zhang, Shuang Yang, Bo Li
2024	J	`jnl`	AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents. CoRR Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li
2024	J	`jnl`	Benchmarking Large Multimodal Models against Common Corruptions. CoRR Jiawei Zhang, Tianyu Pang, Chao Du, Yi Ren, Bo Li, Min Lin
2024	A*	`conf`	ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles. CVPR Jiawei Zhang, Chejian Xu, Bo Li
2024	J	`jnl`	ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles. CoRR Jiawei Zhang, Chejian Xu, Bo Li
2024	J	`jnl`	EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. CoRR Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun
2024	J	`jnl`	GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning. CoRR Zhen Xiang, Linzhi Zheng, YanJie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li
2024	J	`jnl`	KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. CoRR Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lécué, Dawn Song, Bo Li
2023	—	`conf`	CARE: Certifiably Robust Learning with Reasoning via Variational Inference. SaTML Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li
2023	A*	`conf`	DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. USENIX Security Symposium Jiawei Zhang, Zhongzhu Chen, Huan Zhang, Chaowei Xiao, Bo Li
2023	J	`jnl`	DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. CoRR Jiawei Zhang, Zhongzhu Chen, Huan Zhang, Chaowei Xiao, Bo Li
2022	J	`jnl`	CARE: Certifiably Robust Learning with Reasoning via Variational Inference. CoRR Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li
2022	A*	`conf`	Double Sampling Randomized Smoothing. ICML Linyi Li, Jiawei Zhang, Tao Xie, Bo Li
2022	J	`jnl`	Double Sampling Randomized Smoothing. CoRR Linyi Li, Jiawei Zhang, Tao Xie, Bo Li
2022	A*	`conf`	Improving Certified Robustness via Statistical Learning with Logical Reasoning. NeurIPS Zhuolin Yang, Zhikuan Zhao, Boxin Wang, Jiawei Zhang, Linyi Li, Hengzhi Pei, Bojan Karlas, Ji Liu, Heng Guo, Ce Zhang, Bo Li
2021	A*	`conf`	Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation. ICML Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
2021	J	`jnl`	Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation. CoRR Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li