{"id":"https://openalex.org/W7136045003","doi":"https://doi.org/10.1016/j.inffus.2026.104299","title":"Let two graphs talk: Self-supervised dual-graph reconstruction for multimodal recommendation","display_name":"Let two graphs talk: Self-supervised dual-graph reconstruction for multimodal recommendation","publication_year":2026,"publication_date":"2026-03-15","ids":{"openalex":"https://openalex.org/W7136045003","doi":"https://doi.org/10.1016/j.inffus.2026.104299"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2026.104299","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2026.104299","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"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":"Information Fusion","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/A5129394715","display_name":"Hongjian Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjian Ma","raw_affiliation_strings":["School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":"https://orcid.org/0009-0007-8243-4580","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0001-6045-5208"},"institutions":[{"id":"https://openalex.org/I4210110997","display_name":"Ministry of Education","ror":"https://ror.org/01xexqx38","country_code":"ME","type":"government","lineage":["https://openalex.org/I4210110997"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN","ME"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Big Data Intelligent Analysis and Application (Hubei University), Wuhan, 430062, China","Ministry of Education, Key Laboratory of Intelligent Sensing System and Security (Hubei University, Wuhan, 430062, China","School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":"https://orcid.org/0000-0001-6045-5208","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Big Data Intelligent Analysis and Application (Hubei University), Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Sensing System and Security (Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474","https://openalex.org/I4210110997"]},{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yahui Zhou","orcid":"https://orcid.org/0009-0004-9068-7252"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Zhou","raw_affiliation_strings":["School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":"https://orcid.org/0009-0004-9068-7252","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129370642","display_name":"Bing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Yang","raw_affiliation_strings":["School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129393407","display_name":"Dunhui Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunhui Yu","raw_affiliation_strings":["School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":"https://orcid.org/0000-0003-3384-5301","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129360596","display_name":"Zhifei Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110997","display_name":"Ministry of Education","ror":"https://ror.org/01xexqx38","country_code":"ME","type":"government","lineage":["https://openalex.org/I4210110997"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN","ME"],"is_corresponding":true,"raw_author_name":"Zhifei Li","raw_affiliation_strings":["Hubei Key Laboratory of Big Data Intelligent Analysis and Application (Hubei University), Wuhan, 430062, China","Ministry of Education, Key Laboratory of Intelligent Sensing System and Security (Hubei University, Wuhan, 430062, China","School of Computer Science, Hubei University, Wuhan, 430062, China"],"raw_orcid":"https://orcid.org/0000-0003-0443-0094","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Big Data Intelligent Analysis and Application (Hubei University), Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Intelligent Sensing System and Security (Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474","https://openalex.org/I4210110997"]},{"raw_affiliation_string":"School of Computer Science, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5129360596"],"corresponding_institution_ids":["https://openalex.org/I4210110997","https://openalex.org/I75900474"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53659819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"133","issue":null,"first_page":"104299","last_page":"104299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7782999873161316,"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":0.7782999873161316,"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":0.1071000024676323,"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":0.01600000075995922,"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/graph","display_name":"Graph","score":0.567300021648407},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4309000074863434},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4180999994277954},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4097999930381775},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.39640000462532043},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.3684999942779541},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3677000105381012},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36059999465942383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828000009059906},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.567300021648407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5478000044822693},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4309000074863434},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4180999994277954},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4097999930381775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4027999937534332},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.39640000462532043},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3677000105381012},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36059999465942383},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3422999978065491},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.30559998750686646},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28529998660087585},{"id":"https://openalex.org/C2778956030","wikidata":"https://www.wikidata.org/wiki/Q5142477","display_name":"Cold start (automotive)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.26499998569488525},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2026.104299","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2026.104299","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"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":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6481104632","display_name":null,"funder_award_id":"2025BAB011","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G7517784107","display_name":null,"funder_award_id":"62207011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8693987760","display_name":null,"funder_award_id":"2025AFB653","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2031614119","https://openalex.org/W2105815873","https://openalex.org/W3165959525","https://openalex.org/W4205091644","https://openalex.org/W4285288414","https://openalex.org/W4386318603","https://openalex.org/W4398194449","https://openalex.org/W4409252754","https://openalex.org/W4412085880","https://openalex.org/W4416016077"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-23T06:02:50.125483","created_date":"2026-03-16T00:00:00"}