Prof Nevin Lianwen ZHANG

PhD, The University of British Columbia, Computer Science

Co-director, Dual Degree Program in Technology and Management
Professor, Department of Computer Science and Engineering 

Research Interests

• Bayesian Networks
• Artificial Intelligence
• Machine Learning

Highlighted Publications

• Han Gao, Kaican Li, Weiyan Xie, Zhi LIN, Yongxiang Huang, Luning Wang, Caleb Chen Cao, Nevin L. Zhang: Consistency Regularization for Domain Generalization with Logit Attribution Matching. UAI 2024

• Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang: ViT-CX: Causal Explanation of Vision Transformers. IJCAI 2023: 1569-1577

• Weiyan Xie, Xiao-Hui Li, Zhi Lin, Leonard K. M. Poon, Caleb Chen Cao, Nevin L. Zhang: Two-stage holistic and contrastive explanation of image classification. UAI 2023: 2335-2345