A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion. - Haomin Zhuang; Yihua Zhang; Sijia Liu 001 (CVPR Workshops, 2023)

A Comparison of Image Denoising Methods. - Zhaoming Kong; Fangxi Deng; Haomin Zhuang; Xiaowei Yang 003; Jun Yu; Lifang He 001 (CoRR, 2023)

Defending Jailbreak Prompts via In-Context Adversarial Game. - Yujun Zhou 002; Yufei Han 001; Haomin Zhuang; Kehan Guo; Zhenwen Liang; Hongyan Bao; Xiangliang Zhang 001 (EMNLP, 2024)

Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. - Haomin Zhuang; Mingxian Yu; Hao Wang 022; Yang Hua 001; Jian Li 008; Xu Yuan 001 (ICLR, 2024)

Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data. - Yujun Zhou 002; Yufei Han 001; Haomin Zhuang; Hongyan Bao; Xiangliang Zhang 001 (ICML, 2024)

Defending Jailbreak Prompts via In-Context Adversarial Game. - Yujun Zhou 002; Yufei Han 001; Haomin Zhuang; Taicheng Guo; Kehan Guo; Zhenwen Liang; Hongyan Bao; Xiangliang Zhang 001 (CoRR, 2024)

Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations? - Yue Huang 001; Zhengqing Yuan; Yujun Zhou 002; Kehan Guo; Xiangqi Wang; Haomin Zhuang; Weixiang Sun; Lichao Sun 001; Jindong Wang 001; Yanfang Ye 001; Xiangliang Zhang 001 (CoRR, 2024)

UOE: Unlearning One Expert Is Enough For Mixture-of-experts LLMS. - Haomin Zhuang; Yihua Zhang; Kehan Guo; Jinghan Jia; Gaowen Liu; Sijia Liu 001; Xiangliang Zhang 001 (CoRR, 2024)

Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis. - Yicheng Lang; Kehan Guo; Yue Huang 001; Yujun Zhou 010; Haomin Zhuang; Tianyu Yang; Yao Su 003; Xiangliang Zhang 001 (ACL (Findings), 2025)

SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? - Haomin Zhuang; Yihua Zhang; Kehan Guo; Jinghan Jia; Gaowen Liu; Sijia Liu 001; Xiangliang Zhang 001 (ACL (1), 2025)

Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis. - Yicheng Lang; Kehan Guo; Yue Huang 001; Yujun Zhou 002; Haomin Zhuang; Tianyu Yang; Yao Su 003; Xiangliang Zhang 001 (CoRR, 2025)

SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models. - Zixiang Xu; Yanbo Wang 005; Yue Huang 001; Jiayi Ye; Haomin Zhuang; Zirui Song; Lang Gao; Chenxi Wang; Zhaorun Chen; Yujun Zhou 010; Sixian Li; Wang Pan; et al. (CoRR, 2025)

Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study. - Yujun Zhou 002; Jiayi Ye; Zipeng Ling; Yufei Han 001; Yue Huang 001; Haomin Zhuang; Zhenwen Liang; Kehan Guo; Taicheng Guo; Xiangqi Wang; Xiangliang Zhang 001 (CoRR, 2025)

Seeing the Invisible: Machine learning-Based QPI Kernel Extraction via Latent Alignment. - Yingshuai Ji; Haomin Zhuang; Matthew Toole; James McKenzie; Xiaolong Liu; Xiangliang Zhang 001 (CoRR, 2025)