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} }