Example Perplexity. - Nevin L. Zhang; Weiyan Xie; Zhi Lin; Guanfang Dong; Xiao-Hui Li 009; Caleb Chen Cao; Yunpeng Wang (CoRR, 2022)

ViT-CX: Causal Explanation of Vision Transformers. - Weiyan Xie; Xiao-Hui Li 009; Caleb Chen Cao; Nevin L. Zhang (IJCAI, 2023)

Two-stage holistic and contrastive explanation of image classification. - Weiyan Xie; Xiao-Hui Li 009; Zhi Lin; Leonard K. M. Poon; Caleb Chen Cao; Nevin L. Zhang (UAI, 2023)

A Causal Framework to Unify Common Domain Generalization Approaches. - Nevin L. Zhang; Kaican Li; Han Gao; Weiyan Xie; Zhi Lin; Zhenguo Li; Luning Wang; Yongxiang Huang (CoRR, 2023)

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models. - Kaican Li; Weiyan Xie; Yongxiang Huang; Didan Deng; Lanqing Hong; Zhenguo Li; Ricardo Silva 001; Nevin L. Zhang (NeurIPS, 2024)

Consistency Regularization for Domain Generalization with Logit Attribution Matching. - Han Gao; Kaican Li; Weiyan Xie; Zhi Lin; Yongxiang Huang; Luning Wang; Caleb Chen Cao; Nevin L. Zhang (UAI, 2024)