{"id":"https://openalex.org/W4389002049","doi":"https://doi.org/10.1007/978-981-99-8132-8_41","title":"Heterogeneous Graph Prototypical Networks for\u00a0Few-Shot Node Classification","display_name":"Heterogeneous Graph Prototypical Networks for\u00a0Few-Shot Node Classification","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4389002049","doi":"https://doi.org/10.1007/978-981-99-8132-8_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-8132-8_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8132-8_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5066713223","display_name":"Yunzhi Hao","orcid":"https://orcid.org/0000-0001-8780-5546"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunzhi Hao","raw_affiliation_strings":["Zhejiang University - China Southern Power Grid Joint Research Centre on AI, Hangzhou, 310058, China","Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University - China Southern Power Grid Joint Research Centre on AI, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627063","display_name":"Mengfan Wang","orcid":"https://orcid.org/0000-0002-9508-6606"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengfan Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042307193","display_name":"Xingen Wang","orcid":"https://orcid.org/0000-0003-0507-5020"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingen Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058282223","display_name":"Tongya Zheng","orcid":"https://orcid.org/0000-0003-1190-9773"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongya Zheng","raw_affiliation_strings":["Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352800","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0002-5507-6569"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103277094","display_name":"Wenqi Huang","orcid":"https://orcid.org/0000-0002-4829-3223"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqi Huang","raw_affiliation_strings":["Digital Grid Research Institute, China Southern Power Grid, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373367","display_name":"Chun Chen","orcid":"https://orcid.org/0000-0002-6198-7481"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Chen","raw_affiliation_strings":["Zhejiang University, Hangzhou, 310058, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, 310058, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5066713223"],"corresponding_institution_ids":["https://openalex.org/I74872605","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.0585,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80855199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"540","last_page":"555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","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/T11273","display_name":"Advanced Graph Neural Networks","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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9639999866485596,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7911378145217896},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6081759929656982},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.49395042657852173},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.4753318130970001},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4729097783565521},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.4714435338973999},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45232635736465454},{"id":"https://openalex.org/keywords/attention-network","display_name":"Attention network","score":0.4139099419116974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39738380908966064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08736959099769592}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7911378145217896},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6081759929656982},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.49395042657852173},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.4753318130970001},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4729097783565521},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.4714435338973999},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45232635736465454},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.4139099419116974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39738380908966064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08736959099769592},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-8132-8_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8132-8_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W2090891622","https://openalex.org/W2099438806","https://openalex.org/W2138399168","https://openalex.org/W2293888960","https://openalex.org/W2743104969","https://openalex.org/W2767774008","https://openalex.org/W2907492528","https://openalex.org/W2911286998","https://openalex.org/W2962756421","https://openalex.org/W2963512530","https://openalex.org/W2963707260","https://openalex.org/W2963919031","https://openalex.org/W2964105864","https://openalex.org/W2965857891","https://openalex.org/W2984323660","https://openalex.org/W3012871709","https://openalex.org/W3030145375","https://openalex.org/W3034942609","https://openalex.org/W3043239945","https://openalex.org/W3093957844","https://openalex.org/W3094624443","https://openalex.org/W3100330855","https://openalex.org/W4226450929","https://openalex.org/W6654243656","https://openalex.org/W6729310141","https://openalex.org/W6817527648"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W3012371152","https://openalex.org/W4366605471","https://openalex.org/W2606945902","https://openalex.org/W2370081772"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}