Cheng, Minhao

Query-Efficient Hard-label Black-box Attack:An Optimization-based Approach

Cheng, M., Le, T., Chen, P.-Y., Yi, J., Zhang, H., & Hsieh, C.-J. (2018) · arXiv

Adversarial Robustness in Machine LearningSoftware Testing and Debugging Techniques

Cited by 269

On the Robustness of Self-Attentive Models

Hsieh, Y.-L., Cheng, M., Juan, D.-C., Wei, W., Hsu, W.-L., & Hsieh, C.-J. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 96

Improving Your Model Ranking on Chatbot Arena by Vote Rigging

Min, R., Pang, T., Du, C., Liu, Q., Cheng, M., & Lin, M. (2025) · arXiv

Adversarial Robustness in Machine LearningSpam and Phishing Detection

Cited by 12

Where Am I From? Identifying Origin of LLM-generated Content

Li, L., Bai, Y., & Cheng, M. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Advanced Steganography and Watermarking TechniquesDigital Media Forensic Detection

Cited by 7

Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning

Liu, Y., Zhu, Z., Gong, C., Cheng, M., Hsieh, C.-J., & You, Y. (2024) · arXiv

Stochastic Gradient Optimization TechniquesTopic Modeling

Cited by 5

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Zhou, H., Li, X., Wang, R., Cheng, M., Zhou, T., & Hsieh, C.-J. (2025) · arXiv

Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 0

Efficient Non-Parametric Optimizer Search for Diverse Tasks

Wang, R., Xiong, Y., Cheng, M., & Hsieh, C.-J. (2022) · arXiv

Metaheuristic Optimization Algorithms ResearchAdvanced Multi-Objective Optimization Algorithms

Cited by 0