{"id":"https://openalex.org/W4389077639","doi":"https://doi.org/10.1109/icmlc58545.2023.10327925","title":"Anomaly Detection in Dynamic Graphs Via Long Short-Term Temporal Attention Network","display_name":"Anomaly Detection in Dynamic Graphs Via Long Short-Term Temporal Attention Network","publication_year":2023,"publication_date":"2023-07-09","ids":{"openalex":"https://openalex.org/W4389077639","doi":"https://doi.org/10.1109/icmlc58545.2023.10327925"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc58545.2023.10327925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc58545.2023.10327925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5077826733","display_name":"Zukang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zu-Kang Gao","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104204236","display_name":"Le-Ming Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le-Ming Ma","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069617976","display_name":"Meiting Li","orcid":"https://orcid.org/0000-0003-0937-2946"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei-Ting Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054672915","display_name":"Gen Zhao","orcid":"https://orcid.org/0000-0001-6793-7488"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Zhao","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037374554","display_name":"Mark Junjie Li","orcid":"https://orcid.org/0000-0002-7252-5346"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mark Jun-Jie Li","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077826733"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.3331,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5598762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7671960592269897},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7512056827545166},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6989902257919312},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.562941312789917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4661506414413452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38720598816871643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7671960592269897},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7512056827545166},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6989902257919312},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.562941312789917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4661506414413452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38720598816871643},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc58545.2023.10327925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc58545.2023.10327925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1994618970","https://openalex.org/W1999507172","https://openalex.org/W2052104835","https://openalex.org/W2068015060","https://openalex.org/W2109026675","https://openalex.org/W2294347342","https://openalex.org/W2510664603","https://openalex.org/W2562676961","https://openalex.org/W2585835859","https://openalex.org/W2783466287","https://openalex.org/W2808771744","https://openalex.org/W2896457183","https://openalex.org/W2898904979","https://openalex.org/W2906694449","https://openalex.org/W2964015378","https://openalex.org/W2998647325","https://openalex.org/W3171259348","https://openalex.org/W3199039290","https://openalex.org/W3208881055","https://openalex.org/W4281761864","https://openalex.org/W4294831664","https://openalex.org/W6726873649","https://openalex.org/W6755207826","https://openalex.org/W6755997574","https://openalex.org/W6797289527"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,66,104],"in":[2,9,68],"dynamic":[3,26,55,69,84],"graphs":[4,27,70,85],"has":[5],"drawn":[6],"increasing":[7],"attention":[8,100],"social":[10],"networks,":[11],"e-commerce,":[12],"and":[13,39,89,93],"cybersecurity":[14],"etc.":[15],"Capturing":[16],"the":[17,37,46,51,80,91,103],"evolution":[18,52,81],"patterns":[19,53,82],"using":[20],"temporal":[21,41,95],"features":[22,96],"is":[23],"crucial":[24],"for":[25],"anomaly":[28,65],"detection.":[29],"However,":[30],"existing":[31],"approaches":[32],"do":[33],"not":[34],"thoroughly":[35],"consider":[36],"long-term":[38,92],"short-term":[40,94],"features,":[42],"which":[43],"lead":[44],"to":[45],"loss":[47],"of":[48,54,83],"information":[49],"about":[50],"graphs.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"propose":[61],"a":[62,98],"end-to-end":[63],"an":[64],"algorithm":[67],"via":[71],"Long":[72],"Short-term":[73],"Temporal":[74],"Attention":[75],"network":[76],"(GraphLSTA).":[77],"GraphLSTA":[78],"captures":[79],"by":[86],"effectively":[87],"extracting":[88],"fusing":[90],"through":[97],"recurrent":[99],"mechanism,":[101],"improving":[102],"performance.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}