Hu, Leyang
- JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models
2024/06/26 by Jin, Haibo, Hu, Leyang, Li, Xinnuo +4 · 16 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- REVOLVE: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
2024/12/04 by Zhang, Peiyan, Jin, Haibo, Hu, Leyang +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.2.8 #Machine Learning (cs.LG)
- DROJ: A Prompt-Driven Attack against Large Language Models
2024/11/14 by Longfei Hu, Hu, Leyang, B. Wang +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Curvature Tuning: Provable Training-free Model Steering From a Single Parameter
2025/02/11 by Linfeng Hu, Hu, Leyang, Gamba, Matteo +1 · 1 citation
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Soft Robotics and Applications