Yiqiao Li

According to our database, Yiqiao Li authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Can LLM Assist in the Evaluation of the Quality of Machine Learning Explanations?

Bo Wang, Yiqiao Li, Jianlong Zhou, Fang Chen

CoRR, February, 2025

2024

Reliable and Faithful Generative Explainers for Graph Neural Networks.

Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Niusha Shafiabady, Fang Chen

Mach. Learn. Knowl. Extr., 2024

Explaining Imitation Learning Through Frames.

Boyuan Zheng, Jianlong Zhou, Chunjie Liu, Yiqiao Li, Fang Chen

IEEE Intell. Syst., 2024

2023

GANExplainer: GAN-based Graph Neural Networks Explainer.

Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Fang Chen

CoRR, 2023

ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks.

Yiqiao Li, Jianlong Zhou, Yifei Dong, Niusha Shafiabady, Fang Chen

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust.

Bo Wang, Jianlong Zhou, Yiqiao Li, Fang Chen

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics.

Yiqiao Li, Jianlong Zhou, Sunny Verma, Fang Chen

CoRR, 2022

Are Graph Neural Network Explainers Robust to Graph Noises?

Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022