Minhao Cheng

1. DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers
   2024/02/25 by Xirui Li, Ruochen Wang, Li, Xirui +7 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Law, AI, and Intellectual Property
2. Query-Efficient Hard-label Black-box Attack:An Optimization-based Approach
   2018/07/12 by Minhao Cheng, Thong Le, Cheng, Minhao +9 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
3. Understanding the Impact of Negative Prompts: When and How Do They Take Effect?
   2024/06/05 by Yuanhao Ban, Ban, Yuanhao, Ruochen Wang +9 · 13 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Educational and Psychological Assessments #FOS: Computer and information sciences #Resilience and Mental Health
4. Towards Robust Neural Networks via Random Self-ensemble
   2017/12/02 by Xuanqing Liu, Minhao Cheng, Liu, Xuanqing +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
5. Sign-OPT: A Query-Efficient Hard-label Adversarial Attack
   2019/09/24 by Minhao Cheng, Cheng, Minhao, Simranjit Singh +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
6. Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples
   2018/03/03 by Minhao Cheng, Jinfeng Yi, Cheng, Minhao +7 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
   2024/02/24 by Yong Liu, Liu, Yong, Zirui Zhu +9 · 6 citations
   Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gyrotron and Vacuum Electronics Research #Machine Learning (cs.LG) #Particle accelerators and beam dynamics
8. CAT: Customized Adversarial Training for Improved Robustness
   2020/02/17 by Minhao Cheng, Lei Qi, Cheng, Minhao +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
9. Stochastic Zeroth-order Optimization via Variance Reduction method
   2018/05/30 by Liu Liu, Liu, Liu, Minhao Cheng +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
10. Efficient Non-Parametric Optimizer Search for Diverse Tasks
    2022/09/27 by Ruochen Wang, Wang, Ruochen, Yuanhao Xiong +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Software Engineering Research
11. PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer
    2023/05/03 by Lichang Chen, Heng Huang, Chen, Lichang +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
12. Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
    2024/10/13 by Rui Min, Min, Rui, Zeyu Qin +7 · 1 citation
    Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Combustion and Detonation Processes #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
13. FedDecay: Balancing Model Performance and Rapid Personalization in Federated Learning with Learning Rate Scheduling
    2026/07/27 by Joseph Lavond, Minhao Cheng, Yao Li