{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T12:38:57Z","timestamp":1784205537055,"version":"3.55.0"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFA0706200"],"award-info":[{"award-number":["2019YFA0706200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072152"],"award-info":[{"award-number":["62072152"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172137"],"award-info":[{"award-number":["62172137"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["PA2020GDKC0023"],"award-info":[{"award-number":["PA2020GDKC0023"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2022,10,1]]},"DOI":"10.1109\/taffc.2022.3210958","type":"journal-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:52:26Z","timestamp":1664567546000},"page":"2106-2118","source":"Crossref","is-referenced-by-count":94,"title":["Exploring Self-Attention Graph Pooling With EEG-Based Topological Structure and Soft Label for Depression Detection"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5903-3902","authenticated-orcid":false,"given":"Tao","family":"Chen","sequence":"first","affiliation":[{"name":"Key Laboratory of Knowledge Engineering with Big Data, Ministry of Education, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6949-4879","authenticated-orcid":false,"given":"Yanrong","family":"Guo","sequence":"additional","affiliation":[{"name":"Key Laboratory of Knowledge Engineering with Big Data, Ministry of Education, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3181-1220","authenticated-orcid":false,"given":"Shijie","family":"Hao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Knowledge Engineering with Big Data, Ministry of Education, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5461-3986","authenticated-orcid":false,"given":"Richang","family":"Hong","sequence":"additional","affiliation":[{"name":"Key Laboratory of Knowledge Engineering with Big Data, Ministry of Education, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3037496"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.01.008"},{"key":"ref38","article-title":"A study of resting-state EEG biomarkers for depression recognition","author":"sun","year":"2020"},{"key":"ref33","first-page":"3614","article-title":"Multi-task learning for dense prediction tasks: A survey","volume":"44","author":"vandenhende","year":"2022","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-019-0467-9"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.2994159"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3072345"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2894423"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00540"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2015.7344620"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3070203"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.euroneuro.2010.03.008"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhu173"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2013.06.008"},{"key":"ref63","first-page":"1","article-title":"STRUCTPOOL: Structured graph pooling via conditional random fields","author":"yuan","year":"2020","journal-title":"Proc Int Conf Learn Representation"},{"key":"ref28","article-title":"Hierarchical graph pooling with structure learning","author":"zhang","year":"2019"},{"key":"ref64","first-page":"1614","article-title":"From softmax to sparsemax: A sparse model of attention and multi-label classification","author":"martins","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313461"},{"key":"ref65","first-page":"314","article-title":"Iterative deep graph learning for graph neural networks: Better and robust node embeddings","author":"chen","year":"2020","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref66","article-title":"MODMA dataset: A multi-modal open dataset for mental-disorder analysis","author":"cai","year":"2020"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/184"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2987575"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2018.2870398"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.3047582"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.3031345"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.3035535"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2018.2817622"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2971656"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.04.012"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3053999"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630194"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413724"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3309547"},{"key":"ref51","article-title":"Graph attention networks","author":"veli?kovi?","year":"2017"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhi016"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2172210"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/s41583-019-0177-6"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1073\/pnas.1315529111","article-title":"Resting-brain functional connectivity predicted by analytic measures of network communication","volume":"111","author":"go\u00f1i","year":"2014","journal-title":"Proc Nat Acad Sci USA"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhr388"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1111738109"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2724035"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463074"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2766145"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2019.2894144"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2020.3043426"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2017.2714671"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2995909"},{"key":"ref14","first-page":"5903","article-title":"XSleepNet: Multi-view sequential model for automatic sleep staging","volume":"44","author":"phan","year":"2022","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2019.2898871"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.3006246"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1159\/000381950"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s13246-020-00897-w"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/s20040969"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2019.2944380"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2021.3072579"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2021.3075638"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2019.2934412"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2018.2801289"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2478468"},{"key":"ref49","article-title":"MagNet: A neural network for directed graphs","author":"zhang","year":"2021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2021.3079282"},{"key":"ref46","first-page":"1","article-title":"Spectral networks and locally connected networks on graphs","author":"bruna","year":"2014","journal-title":"Proc Int Conf Learn Representation"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3029762"},{"key":"ref48","first-page":"3496","article-title":"Graph neural networks with convolutional ARMA filters","volume":"44","author":"bianchi","year":"2022","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref47","first-page":"1","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering","author":"defferrard","year":"2016","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3045718"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/s17061385"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3134200"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-019-1345-y"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/9964459\/09906405.pdf?arnumber=9906405","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,19]],"date-time":"2022-12-19T19:39:36Z","timestamp":1671478776000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9906405\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,1]]},"references-count":70,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2022.3210958","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,1]]}}}