IENE: Identifying and Extrapolating the Node Environment for Out-of-Distribution Generalization on Graphs

2 June 2024

Papers citing "IENE: Identifying and Extrapolating the Node Environment for Out-of-Distribution Generalization on Graphs"

7 / 7 papers shown

Title
Causality and Independence Enhancement for Biased Node Classification Guoxin Chen Yongqing Wang Fangda Guo Qinglang Guo Jiangli Shao Huawei Shen Xueqi Cheng CML AI4CE OOD 16 10 0 14 Oct 2023
Mind the Label Shift of Augmentation-based Graph OOD Generalization Junchi Yu Jian Liang R. He 16 19 0 27 Mar 2023
Empowering Graph Representation Learning with Test-Time Graph Transformation Wei Jin Tong Zhao Jiayu Ding Yozen Liu Jiliang Tang Neil Shah OOD 70 45 0 07 Oct 2022
Discovering Invariant Rationales for Graph Neural Networks Yingmin Wu Xiang Wang An Zhang Xiangnan He Tat-Seng Chua OOD AI4CE 79 170 0 30 Jan 2022
Invariant Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 165 175 0 22 Mar 2020
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 122 682 0 28 Sep 2019