{"id":"https://openalex.org/W3109841242","doi":"https://doi.org/10.1145/3448016.3457564","title":"APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding","display_name":"APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3109841242","doi":"https://doi.org/10.1145/3448016.3457564","mag":"3109841242"},"language":"en","primary_location":{"id":"doi:10.1145/3448016.3457564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448016.3457564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.11545","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xuhong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuhong Wang","raw_affiliation_strings":["Ant Group, Hangzhou, China","Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ding Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Lyu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mengjian Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengjian Li","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yang Xia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Xia","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qi Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qi Yang","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinwen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwen Wang","raw_affiliation_strings":["Ant Group, Hangzhou, China","Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinguang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinguang Wang","raw_affiliation_strings":["Ant Group, Hangzhou, China","Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Jiao Tong University &amp; Ant Group, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ping Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Cui","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yupu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yupu Yang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bowen Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bowen Sun","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhenyu Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":10.217,"has_fulltext":false,"cited_by_count":123,"citation_normalized_percentile":{"value":0.98520145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2628","last_page":"2638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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":0.9994999766349792,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.722000002861023},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6008999943733215},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5927000045776367},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.49970000982284546},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4661000072956085},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4242999851703644},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.4059999883174896},{"id":"https://openalex.org/keywords/clique-width","display_name":"Clique-width","score":0.3431999981403351},{"id":"https://openalex.org/keywords/null-graph","display_name":"Null graph","score":0.3084999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8156999945640564},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.722000002861023},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.6082000136375427},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6008999943733215},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5927000045776367},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.49970000982284546},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.4059999883174896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3449999988079071},{"id":"https://openalex.org/C5737132","wikidata":"https://www.wikidata.org/wiki/Q1101814","display_name":"Clique-width","level":5,"score":0.3431999981403351},{"id":"https://openalex.org/C17169500","wikidata":"https://www.wikidata.org/wiki/Q3033506","display_name":"Null graph","level":5,"score":0.3084999918937683},{"id":"https://openalex.org/C148067565","wikidata":"https://www.wikidata.org/wiki/Q3323718","display_name":"Moral graph","level":5,"score":0.3066999912261963},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C19332903","wikidata":"https://www.wikidata.org/wiki/Q7623247","display_name":"Strength of a graph","level":5,"score":0.2971999943256378},{"id":"https://openalex.org/C102379954","wikidata":"https://www.wikidata.org/wiki/Q2589940","display_name":"Call graph","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C2985140798","wikidata":"https://www.wikidata.org/wiki/Q28813","display_name":"Financial fraud","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C64339825","wikidata":"https://www.wikidata.org/wiki/Q722659","display_name":"Graph property","level":5,"score":0.2782000005245209},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.26089999079704285},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C558772884","wikidata":"https://www.wikidata.org/wiki/Q1508564","display_name":"Graph rewriting","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.2581000030040741}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3448016.3457564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448016.3457564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2011.11545","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.11545","pdf_url":"https://arxiv.org/pdf/2011.11545","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.11545","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.11545","pdf_url":"https://arxiv.org/pdf/2011.11545","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3551451559","display_name":null,"funder_award_id":"51777122","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":14,"referenced_works":["https://openalex.org/W2154851992","https://openalex.org/W2393319904","https://openalex.org/W2783944588","https://openalex.org/W2787927827","https://openalex.org/W2798918712","https://openalex.org/W2807021761","https://openalex.org/W2808908091","https://openalex.org/W2914833637","https://openalex.org/W2962756421","https://openalex.org/W2963224980","https://openalex.org/W2965683718","https://openalex.org/W3012588100","https://openalex.org/W4291474301","https://openalex.org/W6736262870"],"related_works":[],"abstract_inverted_index":{"To":[0],"capture":[1],"higher-order":[2],"structural":[3],"features,":[4],"most":[5,25],"GNN-based":[6],"algorithms":[7,27,50],"learn":[8],"node":[9],"representations":[10],"incorporating":[11],"k-hop":[12,23],"neighbors'":[13],"information.":[14],"Due":[15],"to":[16,37,104,114],"the":[17,45,106,109,115,124,134],"high":[18],"time":[19,68],"complexity":[20],"of":[21,47,108,117],"querying":[22,87],"neighbors,":[24],"graph":[26,49,70,75,78,86,95,102,111],"cannot":[28],"be":[29],"deployed":[30],"in":[31,51],"a":[32,143],"giant":[33],"dense":[34],"temporal":[35,74],"network":[36],"execute":[38,81],"millisecond-level":[39],"inference.":[40,91,119],"This":[41],"problem":[42],"dramatically":[43],"limits":[44],"potential":[46],"applying":[48],"certain":[52],"areas,":[53],"especially":[54],"financial":[55],"fraud":[56],"detection.":[57],"Therefore,":[58],"we":[59,97],"propose":[60],"Asynchronous":[61],"Propagation":[62],"Attention":[63],"Network,":[64],"an":[65],"asynchronous":[66],"continuous":[67],"dynamic":[69],"algorithm":[71],"for":[72],"real-time":[73],"embedding.":[76],"Traditional":[77],"models":[79],"usually":[80],"two":[82],"serial":[83],"operations:":[84],"first":[85],"and":[88,101],"then":[89],"model":[90,99,118],"Different":[92],"from":[93],"previous":[94],"algorithms,":[96],"decouple":[98],"inference":[100,135],"computation":[103],"alleviate":[105],"damage":[107],"heavy":[110],"query":[112],"operation":[113],"speed":[116],"Extensive":[120],"experiments":[121],"demonstrate":[122],"that":[123],"proposed":[125],"method":[126],"can":[127],"achieve":[128],"competitive":[129],"performance":[130],"while":[131],"greatly":[132],"improving":[133],"speed.":[136],"The":[137],"source":[138],"code":[139],"is":[140],"published":[141],"at":[142],"Github":[144],"repository.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":46},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2020-12-07T00:00:00"}
