Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning.
Juntao Tan|Shijie Geng|Zuohui Fu|Yingqiang Ge|Shuyuan Xu|Yunqi Li|Yongfeng Zhang
| Anthology ID: | DBLP:conf/www/TanGFGX0Z22 |
|---|---|
| Volume: | WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022 |
| Year: | 2022 |
| Venue: | The Web Conference (WWW) |
| Publisher: | ACM |
| Pages: | 1018-1027 |
| URL: | https://doi.org/10.1145/3485447.3511948 |
| DOI: | https://doi.org/10.1145/3485447.3511948 |
| DBLP: | conf/www/TanGFGX0Z22 |
| BibTeX: |
@inproceedings{tan-2022-learning,
author = {Juntao Tan and
Shijie Geng and
Zuohui Fu and
Yingqiang Ge and
Shuyuan Xu and
Yunqi Li and
Yongfeng Zhang},
editor = {Fr\'{e}d\'{e}rique Laforest and
Rapha\"{e}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M\'{e}dini},
title = {{Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning}},
booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}},
pages = {1018--1027},
publisher = {ACM},
year = {2022},
url = {https://doi.org/10.1145/3485447.3511948},
doi = {https://doi.org/10.1145/3485447.3511948}
}