Zhuang, Haomin
- A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion
2023/03/29 by Haomin Zhuang, Zhuang, Haomin, Yihua Zhang +3 · 11 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection
- Defending Jailbreak Prompts via In-Context Adversarial Game
2024/02/20 by Yujun Zhou, Zhou, Yujun, Yufei Han +11 · 6 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?
2024/10/30 by Yue Huang, Huang, Yue, Zhengqing Yuan +19 · 6 citations
Social Sciences · #Artificial Intelligence in Law
- Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
2023/08/08 by Zhuang, Haomin, Yu, Mingxian, Wang, Hao +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
2024/11/27 by Haomin Zhuang, Yihua Zhang, Zhuang, Haomin +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025/06/05 by Yujun Zhou, Zhou, Yujun, Jane J. Ye +18 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
2025/02/19 by Yicheng Lang, Lang, Yicheng, Kehan Guo +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
- A Comparison of Image Denoising Methods
2023/04/18 by Zhaoming Kong, Fangxi Deng, Kong, Zhaoming +8 · 2 citations
Computer Science · Engineering · #Image and Signal Denoising Methods #Medical Image Segmentation Techniques #Advanced Image Fusion Techniques
- SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
2025/05/29 by Xu Zhang, Yanbo Wang, Xu, Zixiang +29 · 3 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Topic Modeling #Multimodal Machine Learning Applications