BrainOOD: Out-of-distribution Generalizable Brain Network Analysis

Jiaxing Xu, Yongqiang Chen, Xia Dong, Mengcheng Lan, Tiancheng HUANG, Qingtian Bian, James Cheng, Yiping Ke

Keywords: Out-of-Distribution Generalization, Brain Network Analysis, Graph Representation Learning

TL;DR: BrainOOD boosts GNN generalization and interpretability for brain networks, outperforming 16 methods and introducing the first OOD benchmark.

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://iclr.cc/virtual/2025/poster/31047

Submission Number: 100