Xiao-Hui Li

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Causal Explanation

Visual Categorization

Recommender Systems

Top Venues

Publications

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. CoRR (2023)
Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang
ViT-CX: Causal Explanation of Vision Transformers. IJCAI (2023)
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)
Nevin L. Zhang, Weiyan Xie, Zhi Lin, Guanfang Dong, Xiao-Hui Li, Caleb Chen Cao, Yunpeng Wang
Example Perplexity. CoRR (2022)
Xiao-Hui Li, Caleb Chen Cao, Yuhan Shi, Wei Bai, Han Gao, Luyu Qiu, Cong Wang, Yuanyuan Gao, Shenjia Zhang, Xun Xue, Lei Chen
A Survey of Data-Driven and Knowledge-Aware eXplainable AI. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang
ViT-CX: Causal Explanation of Vision Transformers. CoRR (2022)
Shendi Wang, Haoyang Li, Caleb Chen Cao, Xiao-Hui Li, Ng Ngai Fai, Jianxin Liu, Xun Xue, Hu Song, Jinyu Li, Guangye Gu, Lei Chen
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems. ICDE (2022)
Cong Wang, Xiao-Hui Li, Haocheng Han, Shendi Wang, Luning Wang, Caleb Chen Cao, Lei Chen
Counterfactual Explanations in Explainable AI: A Tutorial. KDD (2021)
Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Caleb Chen Cao, Lei Chen
An Experimental Study of Quantitative Evaluations on Saliency Methods. KDD (2021)
Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Yuanwei Song, Caleb Chen Cao, Lei Chen
Quantitative Evaluations on Saliency Methods: An Experimental Study. CoRR (2020)