Zhouxing Shi

1. Defending LLMs against Jailbreaking Attacks via Backtranslation
   2024/02/26 by Yihan Wang, Wang, Yihan, Zhouxing Shi +5 · 2 voices · 15 citations
   #cs.CL #cs.AI
2. Robustness Verification for Transformers
   2020/02/16 by Zhouxing Shi, Huan Zhang, Shi, Zhouxing +7 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
3. Neural Network Verification with Branch-and-Bound for General Nonlinearities
   2024/05/31 by Zhouxing Shi, Qirui Jin, Shi, Zhouxing +9 · 8 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications
4. Fast Certified Robust Training with Short Warmup
   2021/03/31 by Zhouxing Shi, Shi, Zhouxing, Yihan Wang +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
5. Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation
   2024/04/11 by Lujie Yang, Yang, Lujie, Hongkai Dai +9 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
   2023/02/02 by Zhouxing Shi, Shi, Zhouxing, Nicholas Carlini +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
7. Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring
   2023/11/16 by Yuhang Li, Yihan Wang, Li, Yuhang +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling