{"id":"https://openalex.org/W7139997599","doi":"https://doi.org/10.1016/j.neucom.2026.133414","title":"G-Scaler: Graph few-shot class-incremental learning via structural coupling and elegant shift rectification","display_name":"G-Scaler: Graph few-shot class-incremental learning via structural coupling and elegant shift rectification","publication_year":2026,"publication_date":"2026-03-21","ids":{"openalex":"https://openalex.org/W7139997599","doi":"https://doi.org/10.1016/j.neucom.2026.133414"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.133414","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133414","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","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/A5130277117","display_name":"Bin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wang","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080840860","display_name":"Boxiang Tao","orcid":"https://orcid.org/0000-0002-4704-5674"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boxiang Tao","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130269051","display_name":"Hongbo Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Dou","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130260168","display_name":"Zijian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Wang","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130282659","display_name":"Lin Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Luo","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao Institute of Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, China University of Petroleum (East China), Qingdao, 266580, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080840860"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85691215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"681","issue":null,"first_page":"133414","last_page":"133414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.4726000130176544,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.4726000130176544,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.42640000581741333,"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/T12676","display_name":"Machine Learning and ELM","score":0.021199999377131462,"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/rectification","display_name":"Rectification","score":0.682699978351593},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5288000106811523},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.48249998688697815},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.41429999470710754},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.3666999936103821}],"concepts":[{"id":"https://openalex.org/C50942859","wikidata":"https://www.wikidata.org/wiki/Q4967193","display_name":"Rectification","level":3,"score":0.682699978351593},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5288000106811523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4848000109195709},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.48249998688697815},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.41920000314712524},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.41429999470710754},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33889999985694885},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2939000129699707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2863999903202057},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.2840999960899353},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.26930001378059387},{"id":"https://openalex.org/C2777724877","wikidata":"https://www.wikidata.org/wiki/Q2548661","display_name":"Crossing number (knot theory)","level":3,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.133414","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133414","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W3118425778","https://openalex.org/W3195913310","https://openalex.org/W3211423998","https://openalex.org/W4292973282","https://openalex.org/W4319312338","https://openalex.org/W4362590033","https://openalex.org/W4372330959","https://openalex.org/W4376115475","https://openalex.org/W4378804869","https://openalex.org/W4384203106","https://openalex.org/W4387232746","https://openalex.org/W4389098134","https://openalex.org/W4389205792","https://openalex.org/W4389355282","https://openalex.org/W4390619961","https://openalex.org/W4393029150","https://openalex.org/W4400276472","https://openalex.org/W4400524438","https://openalex.org/W4400967257","https://openalex.org/W4404599165","https://openalex.org/W4404905493","https://openalex.org/W4405819656","https://openalex.org/W4409577754","https://openalex.org/W4410856384","https://openalex.org/W4414223045","https://openalex.org/W4415826997","https://openalex.org/W7081932727"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-22T00:00:00"}