Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods.

Meng Yan|Cai Xu|Xujing Wang|Ziyu Guan|Wei Zhao|Yuhang Zhou


Anthology ID:DBLP:conf/www/0013XWGZZ25
Volume:Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
Year:2025
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:1460-1464
URL:https://doi.org/10.1145/3701716.3715475
DOI:https://doi.org/10.1145/3701716.3715475
DBLP:conf/www/0013XWGZZ25
BibTeX:
@inproceedings{yan-2025-confgnnrec, author = {Meng Yan and Cai Xu and Xujing Wang and Ziyu Guan and Wei Zhao and Yuhang Zhou}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}}, pages = {1460--1464}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3701716.3715475}, doi = {https://doi.org/10.1145/3701716.3715475} }