📚 Publications

📄 Paper List

📊 Uncertainty Quantification

• ICLR 2026 Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
  Tao Huang, Rui Wang, Xiaofei Liu, Yi Qin, Li Duan, Liping Jing.
• IJAR 2025 Visual Hallucination Detection in Large Vision-Language Models via Evidential Conflict
  Tao Huang, Zhekun Liu, Rui Wang, Yang Zhang, Liping Jing. [🤗 Dataset:PRE-HAL]

🛡️ Adversarial Learning

• ACM MM 2026 Learning Universal Semantic Simplex for Jailbreaking Large Vision-Language Models
  Tao Huang, Rui Wang, Xiaofei Liu, Xiaomeng Li, Yi Qin, Tong Xiao, Zhekun Liu, and Liping Jing. (Coming soon)
• ICCV 2025 SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures
  Yi Qin, Rui Wang, Tao Huang, Tong Xiao, Liping Jing.
• CVPR 2024 Strong Transferable Adversarial Attacks via Ensembled Asymptotically Normal Distribution Learning
  Zhengwei Fang, Rui Wang, Tao Huang, Liping Jing.