{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T18:04:32Z","timestamp":1784829872516,"version":"3.55.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["62202399"],"award-info":[{"award-number":["62202399"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["U21A20512"],"award-info":[{"award-number":["U21A20512"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["6220239"],"award-info":[{"award-number":["6220239"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research Grants Council of the Hong Kong, SAR","award":["PolyU11211521"],"award-info":[{"award-number":["PolyU11211521"]}]},{"name":"Research Grants Council of the Hong Kong, SAR","award":["PolyU15218622"],"award-info":[{"award-number":["PolyU15218622"]}]},{"name":"Research Grants Council of the Hong Kong, SAR","award":["PolyU15215623"],"award-info":[{"award-number":["PolyU15215623"]}]},{"name":"Research Grants Council of the Hong Kong, SAR","award":["C5052-23G"],"award-info":[{"award-number":["C5052-23G"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["G2023KY05102"],"award-info":[{"award-number":["G2023KY05102"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"General Program of National Natural Science Foundation of China","award":["62472353"],"award-info":[{"award-number":["62472353"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515011984"],"award-info":[{"award-number":["2024A1515011984"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2023A151514013"],"award-info":[{"award-number":["2023A151514013"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tcyb.2025.3531657","type":"journal-article","created":{"date-parts":[[2025,2,4]],"date-time":"2025-02-04T13:41:14Z","timestamp":1738676474000},"page":"1121-1134","source":"Crossref","is-referenced-by-count":19,"title":["Dynamic Graph Representation Learning for Spatio-Temporal Neuroimaging Analysis"],"prefix":"10.1109","volume":"55","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1926-3321","authenticated-orcid":false,"given":"Rui","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5477-8753","authenticated-orcid":false,"given":"Yao","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0135-4188","authenticated-orcid":false,"given":"Jibin","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6062-733X","authenticated-orcid":false,"given":"Ka-Chun","family":"Wong","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong, SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9974-148X","authenticated-orcid":false,"given":"Zhi-An","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong (Dongguan), Dongguan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5346-2394","authenticated-orcid":false,"given":"Yu-An","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6802-2463","authenticated-orcid":false,"given":"Kay","family":"Chen Tan","sequence":"additional","affiliation":[{"name":"Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong, SAR"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3005859"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2020.2994159"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3219551"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/s21144758"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2022.3205652"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1162\/netn_a_00252"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1186\/s13059-024-03357-w"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2974776"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3195066"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2839693"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3225179"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106521"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2940526"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IAI50351.2020.9262176"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2102.05095"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3243000"},{"key":"ref17","first-page":"4314","article-title":"Learning dynamic graph representation of brain connectome with spatio-temporal attention","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Kim"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59728-3_52"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3071860"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3363014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2024.3502545"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3348517"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106913"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5438"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2024.3386612"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.pscychresns.2013.02.005"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref28","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref29","article-title":"Representation learning with contrastive predictive coding","author":"Van Den Oord","year":"2018","journal-title":"arXiv:1807.03748"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2895688"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3048385"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3051996"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2022.3214081"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.neures.2021.09.002"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/s23177520"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-323-85498-6.00012-5"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2018.2860629"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-46931-3_18"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3140531"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3201111"},{"key":"ref41","first-page":"1","article-title":"Attend to connect: End-to-end brain functional connectivity estimation","volume-title":"Proc. Workshop Geom. Topol. Represent. Learn.","author":"Mahmood"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3274531"},{"key":"ref43","first-page":"1263","article-title":"Neural message passing for quantum chemistry","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Gilmer"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.03.075"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2019.06.018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-46145-4"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01103"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.11.055"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0535-2"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2012.00039"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221036\/10916543\/10870416.pdf?arnumber=10870416","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T18:54:11Z","timestamp":1762455251000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10870416\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":51,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2025.3531657","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}