{"id":"https://openalex.org/W4394804922","doi":"https://doi.org/10.1109/tnnls.2024.3384348","title":"Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning","display_name":"Temporal Network Embedding Enhanced With Long-Range Dynamics and Self-Supervised Learning","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4394804922","doi":"https://doi.org/10.1109/tnnls.2024.3384348","pmid":"https://pubmed.ncbi.nlm.nih.gov/38619954"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3384348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3384348","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087031397","display_name":"Zhizheng Wang","orcid":"https://orcid.org/0000-0003-2584-136X"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhizheng Wang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China","National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","the School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2584-136X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210109390"]},{"raw_affiliation_string":"the School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086010608","display_name":"Yuanyuan Sun","orcid":"https://orcid.org/0000-0002-6515-134X"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yuanyuan Sun","raw_affiliation_strings":["National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6515-134X","affiliations":[{"raw_affiliation_string":"National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210109390"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051597671","display_name":"Zhihao Yang","orcid":"https://orcid.org/0000-0001-6186-2024"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhihao Yang","raw_affiliation_strings":["National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-6186-2024","affiliations":[{"raw_affiliation_string":"National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210109390"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032091007","display_name":"Liang Yang","orcid":"https://orcid.org/0000-0002-5557-7515"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-5557-7515","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023931221","display_name":"Hongfei Lin","orcid":"https://orcid.org/0000-0003-0872-7688"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hongfei Lin","raw_affiliation_strings":["National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0872-7688","affiliations":[{"raw_affiliation_string":"National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210109390"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.486,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69291479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"36","issue":"3","first_page":"5747","last_page":"5758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.7887817025184631},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7408014535903931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7380614280700684},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5090231895446777},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4905189871788025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47276097536087036},{"id":"https://openalex.org/keywords/vector-space","display_name":"Vector space","score":0.4508322775363922},{"id":"https://openalex.org/keywords/network-dynamics","display_name":"Network dynamics","score":0.44210249185562134},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4415697753429413},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4220849275588989},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.41338858008384705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35181066393852234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16881558299064636}],"concepts":[{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.7887817025184631},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7408014535903931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7380614280700684},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5090231895446777},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4905189871788025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47276097536087036},{"id":"https://openalex.org/C13336665","wikidata":"https://www.wikidata.org/wiki/Q125977","display_name":"Vector space","level":2,"score":0.4508322775363922},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.44210249185562134},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4415697753429413},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4220849275588989},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.41338858008384705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35181066393852234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16881558299064636},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2024.3384348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3384348","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:38619954","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38619954","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G667017188","display_name":null,"funder_award_id":"2022YFC3301801","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7162057143","display_name":null,"funder_award_id":"DUT22ZD205","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W145016092","https://openalex.org/W1888005072","https://openalex.org/W1978508564","https://openalex.org/W1991306266","https://openalex.org/W2009792701","https://openalex.org/W2090891622","https://openalex.org/W2154851992","https://openalex.org/W2387462954","https://openalex.org/W2476479720","https://openalex.org/W2700550412","https://openalex.org/W2739747431","https://openalex.org/W2742812719","https://openalex.org/W2780483464","https://openalex.org/W2785951678","https://openalex.org/W2787927827","https://openalex.org/W2795735740","https://openalex.org/W2798599198","https://openalex.org/W2798918712","https://openalex.org/W2806983170","https://openalex.org/W2808087697","https://openalex.org/W2808908091","https://openalex.org/W2907492528","https://openalex.org/W2911286998","https://openalex.org/W2922924332","https://openalex.org/W2944833253","https://openalex.org/W2962756421","https://openalex.org/W2962975498","https://openalex.org/W2963224980","https://openalex.org/W2963410212","https://openalex.org/W2963707260","https://openalex.org/W2965683718","https://openalex.org/W2986068433","https://openalex.org/W2986864699","https://openalex.org/W2997485228","https://openalex.org/W2998008360","https://openalex.org/W2998116985","https://openalex.org/W2998313947","https://openalex.org/W3033623365","https://openalex.org/W3035631923","https://openalex.org/W3036446966","https://openalex.org/W3047449474","https://openalex.org/W3082819019","https://openalex.org/W3093861821","https://openalex.org/W3094559936","https://openalex.org/W3094605801","https://openalex.org/W3099152386","https://openalex.org/W3101358844","https://openalex.org/W3104097132","https://openalex.org/W3109146615","https://openalex.org/W3134210100","https://openalex.org/W3135782596","https://openalex.org/W3153325943","https://openalex.org/W3170457273","https://openalex.org/W3172710079","https://openalex.org/W3176947119","https://openalex.org/W3177564060","https://openalex.org/W3187395669","https://openalex.org/W3198095721","https://openalex.org/W3206326321","https://openalex.org/W3216466215","https://openalex.org/W4213304546","https://openalex.org/W4225674167","https://openalex.org/W4285201538","https://openalex.org/W4288391523","https://openalex.org/W4291474301","https://openalex.org/W4360898429","https://openalex.org/W4362681502","https://openalex.org/W4385064232","https://openalex.org/W6680402377","https://openalex.org/W6683364219","https://openalex.org/W6747987267","https://openalex.org/W6757831817","https://openalex.org/W6784694379","https://openalex.org/W6789810805","https://openalex.org/W6803425262"],"related_works":["https://openalex.org/W2542847180","https://openalex.org/W3034994054","https://openalex.org/W2805712290","https://openalex.org/W2155226960","https://openalex.org/W2548022288","https://openalex.org/W2909129499","https://openalex.org/W2392087771","https://openalex.org/W2761598930","https://openalex.org/W2553994394","https://openalex.org/W2883748392"],"abstract_inverted_index":{"Temporal":[0],"network":[1,30,104,122,140],"embedding":[2],"(TNE)":[3],"has":[4],"promoted":[5],"the":[6,67,76,96],"research":[7],"of":[8,20,70,83,99],"knowledge":[9],"discovery":[10],"and":[11,32],"reasoning":[12],"on":[13,127,139],"networks.":[14,84],"It":[15],"aims":[16],"to":[17,51,72,78,94,115,135,148],"embed":[18],"vertices":[19,71],"temporal":[21,33,118,129],"networks":[22,130],"into":[23],"a":[24],"low-dimensional":[25],"vector":[26],"space":[27],"while":[28],"preserving":[29],"structures":[31],"properties.":[34],"However,":[35],"most":[36],"existing":[37,149],"methods":[38],"have":[39],"limitations":[40],"in":[41,102,133],"capturing":[42],"dynamics":[43,69],"over":[44],"long":[45],"distances,":[46],"which":[47,65],"makes":[48],"it":[49],"difficult":[50],"explore":[52],"multihop":[53],"topological":[54],"associations":[55],"among":[56,120],"vertices.":[57],"To":[58],"tackle":[59],"this":[60],"challenge,":[61],"we":[62,87],"propose":[63],"LongTNE,":[64,86],"learns":[66],"long-range":[68],"endow":[73],"TNE":[74,150],"with":[75],"ability":[77],"capture":[79],"high-order":[80],"proximity":[81],"(HP)":[82],"In":[85],"employ":[88],"graph":[89],"self-supervised":[90],"learning":[91],"(Graph":[92],"SSL)":[93],"optimize":[95],"establishment":[97],"probability":[98],"deep":[100],"links":[101],"each":[103],"snapshot.":[105],"We":[106],"also":[107],"present":[108],"an":[109],"accumulated":[110],"forward":[111],"update":[112],"(AFU)":[113],"module":[114],"fathom":[116],"global":[117],"evolution":[119],"multiple":[121],"snapshots.":[123],"The":[124],"empirical":[125],"results":[126],"six":[128],"demonstrate":[131],"that,":[132],"addition":[134],"achieving":[136],"state-of-the-art":[137],"performance":[138],"mining":[141],"tasks,":[142],"LongTNE":[143],"can":[144],"be":[145],"handily":[146],"extended":[147],"methods.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}