Uncertainty Quantification on Graph Learning: A Survey

v1v2v3 (latest)

Uncertainty Quantification on Graph Learning: A Survey

23 April 2024

ArXiv (abs)PDF HTML

Papers citing "Uncertainty Quantification on Graph Learning: A Survey"

4 / 4 papers shown

Title
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty CalibrationThe Web Conference (WWW), 2022 Siguang Huang Yunli Wang Lili Mou Huayue Zhang Ziru Xu Chuan Yu Bo Zheng 337 16 0 13 Mar 2025
Uncertainty in Graph Neural Networks: A Survey Fangxin Wang Yuqing Liu Kay Liu Yibo Wang Sourav Medya Philip S. Yu AI4CE 462 20 0 11 Mar 2024
Uncertainty-Aware Robust Learning on Noisy GraphsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shuyi Chen Kaize Ding Shixiang Zhu 244 7 0 14 Jun 2023
Benchmarking Graph Neural NetworksJournal of machine learning research (JMLR), 2023 Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 1.2K 1,090 0 02 Mar 2020