{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T14:34:39Z","timestamp":1785249279694,"version":"3.55.0"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Natural Science Foundation of China for Distinguished Young Scholar","award":["62325604"],"award-info":[{"award-number":["62325604"]}]},{"name":"Major Program Project of Xiangjiang Laboratory","award":["24XJJCYJ01002"],"award-info":[{"award-number":["24XJJCYJ01002"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276271"],"award-info":[{"award-number":["62276271"]}],"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":["62506371"],"award-info":[{"award-number":["62506371"]}],"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":["62441618"],"award-info":[{"award-number":["62441618"]}],"id":[{"id":"10.13039\/501100001809","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":[[2026,8]]},"DOI":"10.1109\/tpami.2026.3679419","type":"journal-article","created":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T19:52:44Z","timestamp":1774986764000},"page":"9606-9623","source":"Crossref","is-referenced-by-count":2,"title":["Dictionary Multi-Modal Temporal Graph Learning"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3900-4204","authenticated-orcid":false,"given":"Meng","family":"Liu","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4837-455X","authenticated-orcid":false,"given":"Ke","family":"Liang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7678-687X","authenticated-orcid":false,"given":"Miaomiao","family":"Li","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Electrical Engineering, Changsha College, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xueling","family":"Zhu","sequence":"additional","affiliation":[{"name":"Xiangya Hospital, Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9066-1475","authenticated-orcid":false,"given":"Xinwang","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2993870"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i7.26034"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3443110"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2849727"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3187455"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2887094"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3178156"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/426"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351034"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105102"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3247939"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20748"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2799862"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3518595"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3183143"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681693"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2025.3613344"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s12539-023-00600-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s12539-023-00556-0"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-025-56424-6"},{"key":"ref23","first-page":"1","article-title":"SAINT: Sequence-aware integration for spatial transcriptomics multi-view clustering","volume-title":"Proc. 39th Annu. Conf. Neural Inf. Process. Syst.","author":"Zhu","year":"2025"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3417451"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3582689"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3483274"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00148"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-017-9421-3"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3639985"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/109"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2025.103127"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330895"},{"key":"ref33","first-page":"1","article-title":"DyRep: Learning representations over dynamic graphs","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Trivedi","year":"2019"},{"key":"ref34","first-page":"1","article-title":"Inductive representation learning on temporal graphs","volume-title":"Proc. 8th Int. Conf. Learn. Representations","author":"Xu","year":"2020"},{"key":"ref35","article-title":"TCL: Transformer-based dynamic graph modelling via contrastive learning","author":"Wang","year":"2021"},{"key":"ref36","article-title":"Temporal graph networks for deep learning on dynamic graphs","author":"Rossi","year":"2020"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3588737"},{"key":"ref38","first-page":"1","article-title":"Neighborhood-aware scalable temporal network representation learning","volume-title":"Proc. Learn. Graphs Conf.","author":"Luo","year":"2022"},{"key":"ref39","first-page":"689","article-title":"Multimodal deep learning","volume-title":"Proc. 28th Int. Conf. Mach. Learn.","author":"Ngiam","year":"2011"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref41","first-page":"1","article-title":"Decouple then classify: A dynamic multi-view labeling strategy with shared and specific information","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Wan","year":"2024"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3376397"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3332335"},{"key":"ref44","first-page":"57415","article-title":"Towards resource-friendly, extensible and stable incomplete multi-view clustering","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Yu","year":"2024"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01525"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.110645"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.08.011"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3275608"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1208"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3611853"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1406.1078"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11671"},{"key":"ref53","first-page":"1","article-title":"Inductive representation learning in temporal networks via causal anonymous walks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang","year":"2021"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2960"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2026.acl-long.147"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.426"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3592036"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.12.061"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16590"},{"key":"ref61","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2386"},{"key":"ref64","first-page":"1","article-title":"Do we really need complicated model architectures for temporal networks","volume-title":"Proc. 11th Int. Conf. Learn. Representations","author":"Cong","year":"2023"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.52202\/079017-2901"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671877"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3387433"},{"key":"ref68","first-page":"27890","article-title":"Image clustering with external guidance","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Li","year":"2024"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01639-z"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3596609"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11595778\/11459176.pdf?arnumber=11459176","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T19:44:23Z","timestamp":1783453463000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11459176\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":70,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2026.3679419","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":[[2026,8]]}}}