Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection. - Yuzhou Nie; Chengyue Huang; Hailun Liang; Hongteng Xu (CICAI (2), 2022)

Gromov-Wasserstein Multi-modal Alignment and Clustering. - Fengjiao Gong; Yuzhou Nie; Hongteng Xu (CIKM, 2022)

When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search. - Xuan Chen; Yuzhou Nie; Wenbo Guo 002; Xiangyu Zhang 001 (NeurIPS, 2024)

TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models. - Yuzhou Nie; Yanting Wang; Jinyuan Jia 001; Michael J. De Lucia; Nathaniel D. Bastian; Wenbo Guo 002; Dawn Song (CoRR, 2024)

RL-JACK: Reinforcement Learning-powered Black-box Jailbreaking Attack against LLMs. - Xuan Chen; Yuzhou Nie; Lu Yan; Yunshu Mao; Wenbo Guo 002; Xiangyu Zhang 001 (CoRR, 2024)

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI. - Yu Yang 011; Yuzhou Nie; Zhun Wang; Yuheng Tang; Wenbo Guo 002; Bo Li 026; Dawn Song (CoRR, 2024)

PrivAgent: Agentic-based Red-teaming for LLM Privacy Leakage. - Yuzhou Nie; Zhun Wang; Ye Yu; Xian Wu 007; Xuandong Zhao; Wenbo Guo 002; Dawn Song (CoRR, 2024)

AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. - Zhun Wang; Vincent Siu; Zhe Ye; Tianneng Shi; Yuzhou Nie; Xuandong Zhao; Chenguang Wang 001; Wenbo Guo 002; Dawn Song (CoRR, 2025)

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. - Mengkang Hu; Yuhang Zhou; Wendong Fan; Yuzhou Nie; Bowei Xia; Tao Sun; Ziyu Ye; Zhaoxuan Jin; Yingru Li; Qiguang Chen; Zeyu Zhang; Yifeng Wang; et al. (CoRR, 2025)