{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T15:13:20Z","timestamp":1775229200992,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000153","name":"Division of Biological Infrastructure","doi-asserted-by":"publisher","award":["2028361"],"award-info":[{"award-number":["2028361"]}],"id":[{"id":"10.13039\/100000153","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tpami.2021.3080635","type":"journal-article","created":{"date-parts":[[2021,5,14]],"date-time":"2021-05-14T19:54:45Z","timestamp":1621022085000},"page":"1-1","source":"Crossref","is-referenced-by-count":143,"title":["Line Graph Neural Networks for Link Prediction"],"prefix":"10.1109","author":[{"given":"Lei","family":"Cai","sequence":"first","affiliation":[]},{"given":"Jundong","family":"Li","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Shuiwang","family":"Ji","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20591"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref3","first-page":"798","article-title":"Link prediction using supervised learning,","volume-title":"Proc. SDM: Workshop Link Anal., Counter-Terrorism Secur.","author":"Al Hasan"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2010.11.027"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-8733(03)00009-1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330836"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313747"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2483592"},{"key":"ref10","first-page":"1981","article-title":"Mixed membership stochastic blockmodels,","volume":"9","author":"Airoldi","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btw684"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.509"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-09177-y"},{"key":"ref14","first-page":"5165","article-title":"Link prediction based on graph neural networks,","author":"Zhang","year":"2018","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11782"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3081010"},{"key":"ref17","article-title":"StructPool: Structured graph pooling via conditional random fields,","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Yuan"},{"key":"ref18","first-page":"4800","article-title":"Hierarchical graph representation learning with differentiable pooling,","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ying"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219947"},{"key":"ref20","article-title":"Semi-supervised classification with graph convolutional networks,","author":"Kipf","year":"2016"},{"key":"ref21","first-page":"2014","article-title":"Learning convolutional neural networks for graphs,","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Niepert"},{"key":"ref22","first-page":"1024","article-title":"Inductive representation learning on large graphs,","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Hamilton"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00335-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289026"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2012.10.007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/775107.775126"},{"key":"ref27","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm,","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ng"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159706"},{"key":"ref31","article-title":"Variational graph auto-encoders,","author":"Kipf","year":"2016"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097996"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5731"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/BF02854581"},{"key":"ref35","article-title":"Supervised community detection with line graph neural networks,","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Chen"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/0020-0190(73)90029-X"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/321850.321853"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/30918.PMID9623998"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.98.2.404"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref41","first-page":"2688","article-title":"Neural relational inference for interacting systems,","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Kipf"},{"key":"ref42","first-page":"857","article-title":"Stochastic neighbor embedding,","volume":"15","author":"Hinton","year":"2002","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2487987"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/4359286\/09431673.pdf?arnumber=9431673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T00:23:25Z","timestamp":1704846205000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9431673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/tpami.2021.3080635","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}