{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T18:45:43Z","timestamp":1771613143714,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T00:00:00Z","timestamp":1657497600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,11]]},"DOI":"10.1109\/embc48229.2022.9871118","type":"proceedings-article","created":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:02:05Z","timestamp":1662667325000},"page":"272-276","source":"Crossref","is-referenced-by-count":35,"title":["Joint Embedding of Structural and Functional Brain Networks with Graph Neural Networks for Mental Illness Diagnosis"],"prefix":"10.1109","author":[{"given":"Yanqiao","family":"Zhu","sequence":"first","affiliation":[{"name":"Center for Research on Intelligent Perception and Computing, Institute of Automation, Chinese Academy of Sciences"}]},{"given":"Hejie","family":"Cui","sequence":"additional","affiliation":[{"name":"Emory University,Department of Computer Science"}]},{"given":"Lifang","family":"He","sequence":"additional","affiliation":[{"name":"Lehigh University,Department of Computer Science and Engineering"}]},{"given":"Lichao","family":"Sun","sequence":"additional","affiliation":[{"name":"Lehigh University,Department of Computer Science and Engineering"}]},{"given":"Carl","family":"Yang","sequence":"additional","affiliation":[{"name":"Emory University,Department of Computer Science"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159706"},{"key":"ref11","author":"cai","year":"2018","journal-title":"A Simple Yet Effective Baseline for Non-Attributed Graph Classification"},{"key":"ref12","article-title":"Deep Graph Infomax","author":"veli?kovi?","year":"0","journal-title":"ICLRE"},{"key":"ref13","article-title":"Deep Graph Contrastive Representation Learning","author":"zhu","year":"2020","journal-title":"ICML GRL+"},{"key":"ref14","article-title":"An Empirical Study of Graph Contrastive Learning","author":"zhu","year":"0","journal-title":"NeurIPS"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449802"},{"key":"ref16","first-page":"4116","article-title":"Contrastive Multi-View Representation Learning on Graphs","author":"hassani","year":"0","journal-title":"ICML"},{"key":"ref17","article-title":"Learning Deep Representations by Mutual Information Estimation and Maximization","author":"devon hjelm","year":"0","journal-title":"ICLRE"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-015-0023-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132909"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403237"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71273-4_19"},{"key":"ref6","article-title":"Semi-Supervised Classification with Graph Convolutional Networks","author":"kipf","year":"0","journal-title":"ICLRE"},{"key":"ref5","first-page":"1147","article-title":"Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease","volume":"2018","author":"zhang","year":"2018","journal-title":"AMIA Annu Symp Proc"},{"key":"ref8","article-title":"Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark","author":"yang","year":"2021","journal-title":"TKDE"},{"key":"ref7","article-title":"Graph Attention Networks","author":"veli?kovi?","year":"0","journal-title":"ICLRE"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0900-18.2018"},{"key":"ref9","article-title":"How Powerful are Graph Neural Networks?","author":"xu","year":"0","journal-title":"ICLRE"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-020-0780-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11288"},{"key":"ref22","first-page":"18","article-title":"MPCA: Multilinear Principal Component Analysis of Tensor Objects","volume":"19","author":"lu","year":"2008","journal-title":"TNN"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-18032-8_38"},{"key":"ref24","first-page":"987","article-title":"Natural Image Bases to Represent Neuroimaging Data","author":"gupta","year":"0","journal-title":"ICML"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.22759"},{"key":"ref26","article-title":"Strategies for Pre-training Graph Neural Networks","author":"hu","year":"0","journal-title":"ICLRE"},{"key":"ref25","first-page":"4801","article-title":"Hierarchical Graph Representation Learning with Differentiable Pooling","author":"ying","year":"0","journal-title":"NeurIPS"}],"event":{"name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Glasgow, Scotland, United Kingdom","start":{"date-parts":[[2022,7,11]]},"end":{"date-parts":[[2022,7,15]]}},"container-title":["2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9870821\/9870822\/09871118.pdf?arnumber=9871118","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T21:00:33Z","timestamp":1664226033000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9871118\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,11]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/embc48229.2022.9871118","relation":{},"subject":[],"published":{"date-parts":[[2022,7,11]]}}}