{"id":"https://openalex.org/W4411021722","doi":"https://doi.org/10.1016/j.knosys.2025.113809","title":"Automated graph anomaly detection with large language models","display_name":"Automated graph anomaly detection with large language models","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411021722","doi":"https://doi.org/10.1016/j.knosys.2025.113809"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2025.113809","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.113809","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-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/A5115653006","display_name":"Jiaqi Yu","orcid":"https://orcid.org/0000-0002-9953-7873"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Yu","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042278585","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0001-9930-137X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, 310058, China"],"raw_orcid":"https://orcid.org/0000-0001-9930-137X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101950118","display_name":"Hong Yang","orcid":"https://orcid.org/0000-0003-2361-0437"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Yang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056608045","display_name":"Zhihong Tian","orcid":"https://orcid.org/0000-0002-9409-5359"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Tian","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364041","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-7973-2746"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0001-7973-2746","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084641325","display_name":"Xingquan Zhu","orcid":"https://orcid.org/0000-0003-4129-9611"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingquan Zhu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, United States"],"raw_orcid":"https://orcid.org/0000-0003-4129-9611","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, United States","institution_ids":["https://openalex.org/I63772739"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100364041","https://openalex.org/A5101950118"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":{"value":3430,"currency":"USD","value_usd":3430},"apc_paid":null,"fwci":4.1102,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93994408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"324","issue":null,"first_page":"113809","last_page":"113809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980999827384949,"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":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5819604992866516},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5377052426338196},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5070147514343262},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4682648777961731},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40140271186828613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3751199543476105},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19452330470085144},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09812167286872864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5819604992866516},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5377052426338196},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5070147514343262},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4682648777961731},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40140271186828613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3751199543476105},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19452330470085144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09812167286872864},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2025.113809","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.113809","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2614383742","display_name":null,"funder_award_id":"62406279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4693741493","display_name":null,"funder_award_id":"62376065","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5077752208","display_name":null,"funder_award_id":"U2336202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6120437032","display_name":null,"funder_award_id":"62376064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2089554624","https://openalex.org/W2122646361","https://openalex.org/W2184148260","https://openalex.org/W2741114205","https://openalex.org/W2808544127","https://openalex.org/W2907492528","https://openalex.org/W2944250323","https://openalex.org/W2963224980","https://openalex.org/W2990138404","https://openalex.org/W3034122135","https://openalex.org/W3040266635","https://openalex.org/W3048072497","https://openalex.org/W3133518153","https://openalex.org/W3135550350","https://openalex.org/W3151900735","https://openalex.org/W3169161996","https://openalex.org/W3175546444","https://openalex.org/W3176189116","https://openalex.org/W3185341429","https://openalex.org/W3197075030","https://openalex.org/W3201053014","https://openalex.org/W3206604724","https://openalex.org/W3212567773","https://openalex.org/W4213069590","https://openalex.org/W4223482256","https://openalex.org/W4224308101","https://openalex.org/W4226284668","https://openalex.org/W4234842379","https://openalex.org/W4239032359","https://openalex.org/W4242771733","https://openalex.org/W4285222884","https://openalex.org/W4309609199","https://openalex.org/W4318211321","https://openalex.org/W4322718191","https://openalex.org/W4323717348","https://openalex.org/W4360825594","https://openalex.org/W4366999185","https://openalex.org/W4366999191","https://openalex.org/W4372272770","https://openalex.org/W4376122907","https://openalex.org/W4378465454","https://openalex.org/W4382239148","https://openalex.org/W4388182168","https://openalex.org/W4390041933","https://openalex.org/W4392366624","https://openalex.org/W4393159601","https://openalex.org/W4393277515","https://openalex.org/W4402013787","https://openalex.org/W6601141708","https://openalex.org/W6742255787","https://openalex.org/W6752582959","https://openalex.org/W6772839055","https://openalex.org/W6773593539","https://openalex.org/W6777973930","https://openalex.org/W6779337289","https://openalex.org/W6781069247","https://openalex.org/W6784535545","https://openalex.org/W6785099855","https://openalex.org/W6785114782","https://openalex.org/W6786719515","https://openalex.org/W6790097996","https://openalex.org/W6794491630","https://openalex.org/W6797777487","https://openalex.org/W6803790759","https://openalex.org/W6806365225","https://openalex.org/W6810081322","https://openalex.org/W6838521641","https://openalex.org/W6838610016","https://openalex.org/W6838661655","https://openalex.org/W6838921986","https://openalex.org/W6839487739","https://openalex.org/W6841633465","https://openalex.org/W6846266145","https://openalex.org/W6850386733","https://openalex.org/W6853031907","https://openalex.org/W6853843780","https://openalex.org/W6854345810","https://openalex.org/W6857697021","https://openalex.org/W6860721844"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}