Sun, Yitong

1. MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
   2024/06/11 by Yichi Zhang, Zhang, Yichi, Yao Huang +23 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Unified Adversarial Patch for Cross-modal Attacks in the Physical World
   2023/07/15 by Xingxing Wei, Wei, Xingxing, Yao Huang +5 · 4 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
3. Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World
   2023/07/27 by Wei, Xingxing, Huang, Yao, Sun, Yitong +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. On the Approximation Properties of Random ReLU Features
   2018/10/10 by Yitong Sun, Sun, Yitong, Anna C. Gilbert +3 · 3 citations
   Computer Science · #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
5. Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
   2025/05/27 by Yao Huang, Yitong Sun, Huang, Yao +9 · 8 citations
   Computer Science · #Cybercrime and Law Enforcement Studies
6. But How Does It Work in Theory? Linear SVM with Random Features
   2018/09/12 by Sun, Yitong, Gilbert, Anna, Tewari, Ambuj · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Oyster-I: Beyond Refusal -- Constructive Safety Alignment for Responsible Language Models
   2025/09/02 by Duan, Ranjie, Liu, Jiexi, Jia, Xiaojun +27 · 8 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Symbolic Computation (cs.SC)
8. Embodied Laser Attack:Leveraging Scene Priors to Achieve Agent-based Robust Non-contact Attacks
   2023/12/15 by Yitong Sun, Sun, Yitong, Yao Huang +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
9. The Path to Reconciling Quality and Safety in Text-to-Image Generation: Dataset, Method, and Evaluation
   2025/04/19 by Shouwei Ruan, Zhenyu Wu, Ruan, Shouwei +13 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling