Mind the Label Shift of Augmentation-based Graph OOD Generalization

Mind the Label Shift of Augmentation-based Graph OOD Generalization

27 March 2023

Jian Liang

Papers citing "Mind the Label Shift of Augmentation-based Graph OOD Generalization"

6 / 6 papers shown

Title
Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks Ching-Yao Chuang Stefanie Jegelka OOD 34 23 0 04 Oct 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts Yibo Jiang Victor Veitch OOD 94 26 0 04 Jul 2022
Discovering Invariant Rationales for Graph Neural Networks Yingmin Wu Xiang Wang An Zhang Xiangnan He Tat-Seng Chua OOD AI4CE 87 170 0 30 Jan 2022
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 194 759 0 02 Mar 2020
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 128 682 0 28 Sep 2019
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 189 1,205 0 12 Feb 2018