{"id":"https://openalex.org/W4403862104","doi":"https://doi.org/10.1145/3701988","title":"Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation","display_name":"Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403862104","doi":"https://doi.org/10.1145/3701988"},"language":"en","primary_location":{"id":"doi:10.1145/3701988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701988","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3701988","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086592862","display_name":"Zeyang Zhang","orcid":"https://orcid.org/0000-0003-1329-1313"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyang Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0000-0003-1329-1313","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022927606","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-0351-2939"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, BNRist, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0000-0002-0351-2939","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haibo Chen","orcid":"https://orcid.org/0009-0006-0608-0111"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0009-0006-0608-0111","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369545","display_name":"Haoyang Li","orcid":"https://orcid.org/0000-0003-3544-5563"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyang Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0000-0003-3544-5563","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339293","display_name":"Wenwu Zhu","orcid":"https://orcid.org/0000-0003-2236-9290"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwu Zhu","raw_affiliation_strings":["Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, BNRist, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0000-0003-2236-9290","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":8.3145,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97574587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"43","issue":"1","first_page":"1","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9916999936103821,"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":0.6524401903152466},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4545648396015167},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2582821249961853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6524401903152466},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4545648396015167},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2582821249961853}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701988","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3701988","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701988","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1638565839","display_name":null,"funder_award_id":"62250008, 62222209, 62102222, 62206149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5526055044","display_name":null,"funder_award_id":"2022M711813","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":113,"referenced_works":["https://openalex.org/W1530404542","https://openalex.org/W1602136775","https://openalex.org/W1660799734","https://openalex.org/W1758345311","https://openalex.org/W1932742904","https://openalex.org/W1954241630","https://openalex.org/W1968059489","https://openalex.org/W1969323423","https://openalex.org/W1992897607","https://openalex.org/W2022322548","https://openalex.org/W2029792996","https://openalex.org/W2064675550","https://openalex.org/W2107678607","https://openalex.org/W2127201730","https://openalex.org/W2140310134","https://openalex.org/W2153579005","https://openalex.org/W2162691596","https://openalex.org/W2434741482","https://openalex.org/W2470861207","https://openalex.org/W2486285194","https://openalex.org/W2562676961","https://openalex.org/W2911946608","https://openalex.org/W2949721196","https://openalex.org/W2950411297","https://openalex.org/W2953586472","https://openalex.org/W2963367478","https://openalex.org/W2964926209","https://openalex.org/W2980540750","https://openalex.org/W2984100107","https://openalex.org/W2998116985","https://openalex.org/W3002924435","https://openalex.org/W3024560045","https://openalex.org/W3035631923","https://openalex.org/W3035666843","https://openalex.org/W3080649566","https://openalex.org/W3083410124","https://openalex.org/W3092103025","https://openalex.org/W3092651881","https://openalex.org/W3093410149","https://openalex.org/W3094559936","https://openalex.org/W3100807776","https://openalex.org/W3101999497","https://openalex.org/W3105472188","https://openalex.org/W3119242082","https://openalex.org/W3147409145","https://openalex.org/W3155874371","https://openalex.org/W3170848208","https://openalex.org/W3170908570","https://openalex.org/W3177564060","https://openalex.org/W3178564468","https://openalex.org/W3190386329","https://openalex.org/W3190794503","https://openalex.org/W3196850540","https://openalex.org/W3201053014","https://openalex.org/W3208381847","https://openalex.org/W3208881055","https://openalex.org/W3211488663","https://openalex.org/W3212687458","https://openalex.org/W3213068453","https://openalex.org/W3216358529","https://openalex.org/W3216490117","https://openalex.org/W4200635484","https://openalex.org/W4213069590","https://openalex.org/W4220806694","https://openalex.org/W4221147499","https://openalex.org/W4221157965","https://openalex.org/W4221167889","https://openalex.org/W4224307896","https://openalex.org/W4224308683","https://openalex.org/W4224316819","https://openalex.org/W4226054951","https://openalex.org/W4233740036","https://openalex.org/W4234477270","https://openalex.org/W4236707673","https://openalex.org/W4239545644","https://openalex.org/W4242177601","https://openalex.org/W4242771733","https://openalex.org/W4247872031","https://openalex.org/W4249138131","https://openalex.org/W4250543126","https://openalex.org/W4254065450","https://openalex.org/W4282027681","https://openalex.org/W4283693242","https://openalex.org/W4284698122","https://openalex.org/W4287755062","https://openalex.org/W4295934584","https://openalex.org/W4297847107","https://openalex.org/W4299286960","https://openalex.org/W4300011764","https://openalex.org/W4300344234","https://openalex.org/W4306317741","https://openalex.org/W4321485561","https://openalex.org/W4322614756","https://openalex.org/W4365460710","https://openalex.org/W4376865048","https://openalex.org/W4380433640","https://openalex.org/W4384625644","https://openalex.org/W4384625746","https://openalex.org/W4384648392","https://openalex.org/W4385562520","https://openalex.org/W4385565184","https://openalex.org/W4385565193","https://openalex.org/W4387461044","https://openalex.org/W4388191850","https://openalex.org/W4392151693","https://openalex.org/W4394666973","https://openalex.org/W4395443411","https://openalex.org/W4399115705","https://openalex.org/W4400530533","https://openalex.org/W4401863589","https://openalex.org/W4402306238","https://openalex.org/W4403792309","https://openalex.org/W6818609751"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Sequential":[0],"recommendation,":[1,54,83],"leveraging":[2],"user-item":[3,57],"interaction":[4],"histories":[5],"to":[6,70,91,116,152,170,180,191],"provide":[7],"personalized":[8],"and":[9,43,59,126,133,156,175,186],"timely":[10],"suggestions,":[11],"has":[12],"drawn":[13],"significant":[14],"research":[15],"interest":[16],"recently.":[17],"With":[18],"the":[19,38,71,86,154,161,182,188,193,206],"power":[20],"of":[21,73,208],"exploiting":[22],"spatio-temporal":[23,46,78,118,149,167,184],"dynamics,":[24],"Dynamic":[25,106],"Graph":[26],"Neural":[27],"Networks":[28],"(DyGNNs)":[29],"show":[30],"great":[31],"potential":[32],"in":[33,51,76,81,121],"sequential":[34,53,82,122,213],"recommendation":[35,123,214],"by":[36,124],"modeling":[37],"dynamic":[39],"relationship":[40],"between":[41],"users":[42],"items.":[44],"However,":[45],"distribution":[47,79,97,119,141,201,217],"shifts":[48,80,120],"naturally":[49],"exist":[50],"out-of-distribution":[52,66],"where":[55],"both":[56],"relationships":[58],"temporal":[60],"sequences":[61],"demonstrate":[62,205],"pattern":[63],"shifts.":[64,98,142,202,218],"The":[65],"scenarios":[67],"may":[68],"lead":[69],"failure":[72],"existing":[74],"DyGNNs":[75],"handling":[77],"given":[84],"that":[85],"patterns":[87,129,195],"they":[88],"exploit":[89],"tend":[90],"be":[92],"variant":[93,155],"w.r.t":[94],"labels":[95],"under":[96,200,216],"In":[99],"this":[100],"article,":[101],"we":[102,144,164],"propose":[103,146],"Disentangled":[104],"Intervention-based":[105],"graph":[107],"Attention":[108],"networks":[109],"with":[110,196],"Invariance":[111],"Promotion":[112],"(":[113],"I-DIDA":[114],")":[115],"handle":[117],"discovering":[125],"utilizing":[127,160],"invariant":[128,157,194],",":[130],"i.e.,":[131],"structures":[132],"features":[134],"whose":[135],"predictive":[136,198],"abilities":[137,199],"are":[138],"stable":[139,197],"across":[140],"Specifically,":[143],"first":[145],"a":[147,166],"disentangled":[148,162],"attention":[150],"network":[151],"capture":[153],"patterns.":[158],"By":[159],"patterns,":[163],"design":[165],"intervention":[168],"mechanism":[169],"create":[171],"multiple":[172],"interventional":[173],"distributions":[174],"an":[176],"environment":[177],"inference":[178],"module":[179],"infer":[181],"latent":[183],"environments,":[185],"minimize":[187],"invariance":[189],"loss":[190],"leverage":[192],"Extensive":[203],"experiments":[204],"superiority":[207],"our":[209],"method":[210],"over":[211],"state-of-the-art":[212],"baselines":[215]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}