Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift.
Hongrui Liu|Binbin Hu|Xiao Wang|Chuan Shi|Zhiqiang Zhang|Jun Zhou
| Anthology ID: | DBLP:conf/www/LiuHWSZZ22 |
|---|---|
| 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: | 1248-1258 |
| URL: | https://doi.org/10.1145/3485447.3512172 |
| DOI: | https://doi.org/10.1145/3485447.3512172 |
| DBLP: | conf/www/LiuHWSZZ22 |
| BibTeX: |
@inproceedings{liu-2022-confidence,
author = {Hongrui Liu and
Binbin Hu and
Xiao Wang and
Chuan Shi and
Zhiqiang Zhang and
Jun Zhou},
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 = {{Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift}},
booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}},
pages = {1248--1258},
publisher = {ACM},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512172},
doi = {https://doi.org/10.1145/3485447.3512172}
}