Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation.

@inproceedings{wang-2025-towards, author = {Yilong Wang and Yoo Kyung Jeong and Jiahao Zhang and Min Song and Jiahao Zhang and Min Song and Tianxiang Zhao and Suhang Wang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Towards Reliable GNNs: Adversarial Calibration Learning for Confidence Estimation}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {3166--3176}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761232}, doi = {https://doi.org/10.1145/3746252.3761232} }