Data-Driven Network Neuroscience: On Data Collection and Benchmark

1 code implementation • NeurIPS 2023 • Jiaxing Xu, Yunhan Yang, David Tse Jung Huang, Sophi Shilpa Gururajapathy, Yiping Ke, Miao Qiao, Alan Wang, Haribalan Kumar, Josh McGeown, Eryn Kwon

This paper presents a comprehensive and quality collection of functional human brain network data for potential research in the intersection of neuroscience, machine learning, and graph analytics.

A Class-Aware Representation Refinement Framework for Graph Classification

no code implementations • 2 Sep 2022 • Jiaxing Xu, Jinjie Ni, Sophi Shilpa Gururajapathy, Yiping Ke

In this paper, we propose a Class-Aware Representation rEfinement (CARE) framework for the task of graph classification.

Graph Classification Graph Representation Learning