{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T07:04:23Z","timestamp":1766732663413,"version":"3.43.0"},"reference-count":86,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Engineering Research Center of Integration and Application of Digital Learning Technology of the Ministry of Education of China","award":["1331001"],"award-info":[{"award-number":["1331001"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62272048"],"award-info":[{"award-number":["62272048"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB1406302"],"award-info":[{"award-number":["2019YFB1406302"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tcss.2024.3478351","type":"journal-article","created":{"date-parts":[[2024,11,11]],"date-time":"2024-11-11T13:43:56Z","timestamp":1731332636000},"page":"1743-1758","source":"Crossref","is-referenced-by-count":1,"title":["Deep Graph Clustering With Triple Fusion Mechanism for Community Detection"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4220-6317","authenticated-orcid":false,"given":"Yuanchi","family":"Ma","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3561-3627","authenticated-orcid":false,"given":"Kaize","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Technology Sydney, Sydney, NSW, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8901-1472","authenticated-orcid":false,"given":"Xueping","family":"Peng","sequence":"additional","affiliation":[{"name":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5515-2739","authenticated-orcid":false,"given":"Hui","family":"He","sequence":"additional","affiliation":[{"name":"School of Medical Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5496-4487","authenticated-orcid":false,"given":"Peng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4595-7442","authenticated-orcid":false,"given":"Jinyan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-5094-0957","authenticated-orcid":false,"given":"Zhongxiang","family":"Lei","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0576-7572","authenticated-orcid":false,"given":"Zhendong","family":"Niu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2307\/2577274"},{"issue":"3","key":"ref2","first-page":"729","article-title":"Information percolation and cutoff for the stochastic ising model","volume":"29","author":"Eyal","year":"2016","journal-title":"J. Am. Math. Soc."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3050397"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3211552"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3318967"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3230839"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.02.049"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-017-9539-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2941716"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3129482"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18293\/seke2023-128"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3298252"},{"key":"ref13","article-title":"Compressing long context for enhancing RAG with AMR-based concept distillation","volume":"abs\/2405.03085","author":"Shi","year":"2024","journal-title":"CoRR"},{"key":"ref14","article-title":"Llama-e: Empowering e-commerce authoring with multi-aspect instruction following","volume":"abs\/2308.04913","author":"Shi","year":"2023","journal-title":"CoRR"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3242145"},{"issue":"14","key":"ref16","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"MacQueen","year":"1967","journal-title":"Berkeley Symp. Math. Statist. Probability"},{"key":"ref17","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume-title":"Proc. KDD Conf. Portland, Oregon, USA","author":"Ester","year":"1996"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1333992"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014221"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.08.020"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.122653799"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.74.035102"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2882925"},{"key":"ref24","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","volume-title":"Proc. 33rd Int. Conf. Machine Learn., JMLR Workshop Conf. Proc.","volume":"48","author":"Xie","year":"2016"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2879624"},{"key":"ref26","article-title":"Variational graph auto-encoders","volume":"abs\/1611.07308","author":"Kipf","year":"2016","journal-title":"CoRR"},{"key":"ref27","first-page":"10711","article-title":"Semi-implicit graph variational auto-encoders","volume-title":"Proc. NeurIPS Conf. Adv. Neur. Inf. Process. Syst. 32.","author":"Hasanzadeh","year":"2019"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3125687"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/483"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-09052-4"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3327810"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380214"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i13.29387"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i15.29664"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3223159"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3226178"},{"key":"ref37","article-title":"Masked autoencoder for graph clustering without pre-defined cluster number k","volume":"abs\/2401.04741","author":"Ma","year":"2024","journal-title":"CoRR"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17198"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20726"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.06.014"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.10.019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3122018"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2007.12.043"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT.2012.9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/BIBMW.2012.6470234"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.122653799"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1147\/rd.175.0420"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.21136\/CMJ.1973.101168"},{"key":"ref50","article-title":"Fast unfolding of communities in large networks: 15 years later","volume":"abs\/2311.06047","author":"Blondel","year":"2023","journal-title":"CoRR"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2016.07.922"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1126\/science.1242072"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.11.019"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.07.080"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1177\/0962280215609948"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3114419"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2020.2989295"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/243"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/509"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2019.2926450"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2011.06.008"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.endm.2004.06.024"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3114419"},{"key":"ref64","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. ICLR. Learn. Rep. (Poster)","author":"Kipf","year":"2017"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00326"},{"key":"ref66","article-title":"Graph attention networks","volume":"abs\/1710.10903","author":"Velickovic","year":"2017","journal-title":"CoRR"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3158654"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3384842"},{"key":"ref69","first-page":"2579","article-title":"Visualizing data using T-SNE","author":"Maaten","year":"2008","journal-title":"JMLR"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v29i3.2157"},{"key":"ref71","first-page":"2111","article-title":"Network representation learning with rich text information","volume-title":"Proc. Int. Joint Conf. Artif. Intell. (IJCAI)","author":"Yang","year":"2015"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/34.291440"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450006"},{"key":"ref74","article-title":"Open graph benchmark: Datasets Mach. Learn. graphs","volume":"abs\/2005.00687","author":"Hu","year":"2020","journal-title":"CoRR"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8916"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10179"},{"key":"ref78","first-page":"2111","article-title":"Network representation learning with rich text information","volume-title":"Proc. Int. Joint Conf. Artif. Intell. (IJCAI)","author":"Yang","year":"2015"},{"key":"ref79","article-title":"Variational graph auto-encoders","author":"Kipf","year":"2016","journal-title":"NeurIPS Workshop Bayesian Deep Learn."},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/362"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/601"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2932096"},{"key":"ref83","first-page":"4116","article-title":"Contrastive multi-view representation learning on graphs","volume-title":"Proc. ICML Conf. Machi. Learn.","volume":"119","author":"Hassani","year":"2020"},{"key":"ref84","article-title":"S3GC: Scalable self-supervised graph clustering","volume-title":"Proc. NeurIPS Conf. Advan. 35","author":"Devvrit","year":"2022"},{"key":"ref85","article-title":"FourierGNN: Rethinking multivariate time series forecasting from a pure graph perspective","volume-title":"Proc. NeurIPS Conf. Adv. 36","author":"Yi","year":"2023"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3323956"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/11118943\/10750012.pdf?arnumber=10750012","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T17:45:47Z","timestamp":1754588747000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10750012\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":86,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2024.3478351","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"type":"electronic","value":"2329-924X"},{"type":"electronic","value":"2373-7476"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}