{"id":"https://openalex.org/W4403582646","doi":"https://doi.org/10.1145/3627673.3679577","title":"Graph Anomaly Detection with Adaptive Node Mixup","display_name":"Graph Anomaly Detection with Adaptive Node Mixup","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403582646","doi":"https://doi.org/10.1145/3627673.3679577"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679577","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","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/A5102706243","display_name":"Qinghai Zhou","orcid":"https://orcid.org/0000-0002-2571-5796"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qinghai Zhou","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-2571-5796","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061166217","display_name":"Yuzhong Chen","orcid":"https://orcid.org/0000-0002-5863-0588"},"institutions":[{"id":"https://openalex.org/I4210148469","display_name":"Visa (United States)","ror":"https://ror.org/05t1y0b59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210148469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuzhong Chen","raw_affiliation_strings":["Visa Research, Foster City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5863-0588","affiliations":[{"raw_affiliation_string":"Visa Research, Foster City, CA, USA","institution_ids":["https://openalex.org/I4210148469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054388396","display_name":"Zhe Xu","orcid":"https://orcid.org/0000-0002-6675-1398"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhe Xu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-6675-1398","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081197053","display_name":"Yuhang Wu","orcid":"https://orcid.org/0000-0002-0641-9107"},"institutions":[{"id":"https://openalex.org/I4210148469","display_name":"Visa (United States)","ror":"https://ror.org/05t1y0b59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210148469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhang Wu","raw_affiliation_strings":["Visa Research, Foster City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0641-9107","affiliations":[{"raw_affiliation_string":"Visa Research, Foster City, CA, USA","institution_ids":["https://openalex.org/I4210148469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027949894","display_name":"Menghai Pan","orcid":"https://orcid.org/0000-0002-8390-7147"},"institutions":[{"id":"https://openalex.org/I4210148469","display_name":"Visa (United States)","ror":"https://ror.org/05t1y0b59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210148469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Menghai Pan","raw_affiliation_strings":["Visa Research, Foster City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8390-7147","affiliations":[{"raw_affiliation_string":"Visa Research, Foster City, CA, USA","institution_ids":["https://openalex.org/I4210148469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008531526","display_name":"Mahashweta Das","orcid":"https://orcid.org/0000-0003-1714-1996"},"institutions":[{"id":"https://openalex.org/I4210148469","display_name":"Visa (United States)","ror":"https://ror.org/05t1y0b59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210148469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahashweta Das","raw_affiliation_strings":["Visa Research, Foster City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1714-1996","affiliations":[{"raw_affiliation_string":"Visa Research, Foster City, CA, USA","institution_ids":["https://openalex.org/I4210148469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075211218","display_name":"Hao Yang","orcid":"https://orcid.org/0000-0003-3020-9828"},"institutions":[{"id":"https://openalex.org/I4210148469","display_name":"Visa (United States)","ror":"https://ror.org/05t1y0b59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210148469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Yang","raw_affiliation_strings":["Visa Research, Foster City, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3020-9828","affiliations":[{"raw_affiliation_string":"Visa Research, Foster City, CA, USA","institution_ids":["https://openalex.org/I4210148469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068043486","display_name":"Hanghang Tong","orcid":"https://orcid.org/0000-0003-4405-3887"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanghang Tong","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4405-3887","affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0277,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88708122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3494","last_page":"3504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.746925950050354},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6500434875488281},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5295228362083435},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.43595266342163086},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.41775578260421753},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3228321671485901},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2689783573150635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.746925950050354},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6500434875488281},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5295228362083435},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.43595266342163086},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.41775578260421753},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3228321671485901},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2689783573150635},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627673.3679577","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W164607750","https://openalex.org/W1980867644","https://openalex.org/W2022322548","https://openalex.org/W2064058256","https://openalex.org/W2089554624","https://openalex.org/W2129117219","https://openalex.org/W2136891251","https://openalex.org/W2511621500","https://openalex.org/W2620640962","https://openalex.org/W2743138268","https://openalex.org/W2765407302","https://openalex.org/W2783466287","https://openalex.org/W2906836970","https://openalex.org/W2949435814","https://openalex.org/W2949848919","https://openalex.org/W2954996726","https://openalex.org/W2963486145","https://openalex.org/W2963893312","https://openalex.org/W2998336824","https://openalex.org/W2999905431","https://openalex.org/W3009901425","https://openalex.org/W3015799890","https://openalex.org/W3034213836","https://openalex.org/W3035298482","https://openalex.org/W3035739162","https://openalex.org/W3080342357","https://openalex.org/W3080997787","https://openalex.org/W3092206109","https://openalex.org/W3094624443","https://openalex.org/W3099064659","https://openalex.org/W3133518153","https://openalex.org/W3152507776","https://openalex.org/W3156302073","https://openalex.org/W3156855620","https://openalex.org/W3163416963","https://openalex.org/W3177317072","https://openalex.org/W3186377753","https://openalex.org/W3206326321","https://openalex.org/W3206604724","https://openalex.org/W4221145116","https://openalex.org/W4254182148","https://openalex.org/W4280545892","https://openalex.org/W4306317262","https://openalex.org/W4378942662"],"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/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Graph":[0],"anomaly":[1,178],"detection":[2,179],"(GAD)":[3],"aims":[4],"to":[5,55,70,114,135,144],"find":[6],"network":[7,29],"elements":[8],"(e.g.,":[9],"nodes,":[10],"edges)":[11],"with":[12,50,157],"significantly":[13],"atypical":[14],"patterns":[15],"and":[16,34,129],"has":[17],"a":[18,22,100,158],"profound":[19],"impact":[20],"in":[21,45,92,94,125],"variety":[23],"of":[24,38,59,77,80,171],"application":[25],"domains,":[26],"including":[27],"social":[28],"analysis,":[30],"security,":[31],"Web,":[32],"finance,":[33],"many":[35],"more.":[36],"Most":[37],"the":[39,56,64,78,88,116,126,146,154,169,172],"existing":[40],"methods":[41],"have":[42],"been":[43],"developed":[44],"an":[46,110,131],"unsupervised":[47],"manner":[48],"or":[49,73],"extremely":[51],"limited":[52],"supervision,":[53],"due":[54],"high":[57],"cost":[58],"acquiring":[60],"ground-truth":[61],"information.":[62],"Consequently,":[63],"identified":[65],"anomalies":[66],"may":[67],"turn":[68],"out":[69],"be":[71],"noises":[72],"uneventful":[74],"instances":[75,124],"because":[76],"lack":[79],"prior":[81],"knowledge":[82],"on":[83,176],"graph":[84,102,177],"anomalies.":[85],"To":[86],"address":[87],"data":[89,119,123],"scarcity":[90],"issue":[91],"GAD,":[93,150],"this":[95],"paper,":[96],"we":[97,151,167],"propose,":[98],"gADAM,":[99],"novel":[101],"neural":[103],"network-based":[104],"GAD":[105],"framework,":[106],"which":[107],"consolidates":[108],"(1)":[109],"innovative":[111],"mixup":[112],"approach":[113],"augment":[115],"original":[117],"training":[118],"by":[120],"adaptively":[121],"interpolating":[122],"embedding":[127],"space,":[128],"(2)":[130],"efficacious":[132],"sampling":[133],"method":[134],"obtain":[136],"high-quality":[137],"negative":[138],"samples":[139],"for":[140,149],"model":[141],"training.":[142],"Additionally,":[143],"advance":[145],"representation":[147],"learning":[148,161],"further":[152],"equip":[153],"proposed":[155,173],"framework":[156,175],"generic":[159],"prototype-based":[160],"module.":[162],"Through":[163],"extensive":[164],"empirical":[165],"evaluations,":[166],"corroborate":[168],"superiority":[170],"gADAM":[174],"w.r.t.":[180],"various":[181],"metrics.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}
