{"id":"https://openalex.org/W2808466528","doi":"https://doi.org/10.24963/ijcai.2018/438","title":"ANRL: Attributed Network Representation Learning via Deep Neural Networks","display_name":"ANRL: Attributed Network Representation Learning via Deep Neural Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2808466528","doi":"https://doi.org/10.24963/ijcai.2018/438","mag":"2808466528"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/438","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/438","pdf_url":"https://www.ijcai.org/proceedings/2018/0438.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2018/0438.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100776748","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0001-5769-8786"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]},{"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":"Zhen Zhang","raw_affiliation_strings":["Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","College of Computer Science, Zhejiang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","institution_ids":["https://openalex.org/I45928872","https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082599714","display_name":"Hongxia Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Yang","raw_affiliation_strings":["Alibaba Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052757755","display_name":"Jiajun Bu","orcid":"https://orcid.org/0000-0002-1097-2044"},"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":"Jiajun Bu","raw_affiliation_strings":["College of Computer Science, Zhejiang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782529","display_name":"Sheng Zhou","orcid":"https://orcid.org/0000-0002-7611-5715"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]},{"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":"Sheng Zhou","raw_affiliation_strings":["Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","College of Computer Science, Zhejiang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","institution_ids":["https://openalex.org/I45928872","https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023353898","display_name":"Pinggang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]},{"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":"Pinggang Yu","raw_affiliation_strings":["Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","College of Computer Science, Zhejiang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China","institution_ids":["https://openalex.org/I45928872","https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Computer Science, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326967","display_name":"Jianwei Zhang","orcid":"https://orcid.org/0000-0002-5491-1745"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Zhang","raw_affiliation_strings":["Alibaba Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018267399","display_name":"Martin Ester","orcid":"https://orcid.org/0000-0001-7732-2815"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Ester","raw_affiliation_strings":["Simon Fraser University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428572","display_name":"Can Wang","orcid":"https://orcid.org/0000-0002-2890-0057"},"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":"Can Wang","raw_affiliation_strings":["College of Computer Science, Zhejiang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":236,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3155","last_page":"3161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9922000169754028,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.970300018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8076808452606201},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7826772332191467},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7581933736801147},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6016104817390442},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5845493078231812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5185085535049438},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4953106939792633},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43101999163627625},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4300187826156616},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4132290184497833},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37322330474853516},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3645351827144623},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35644951462745667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8076808452606201},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7826772332191467},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7581933736801147},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6016104817390442},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5845493078231812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5185085535049438},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4953106939792633},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43101999163627625},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4300187826156616},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4132290184497833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37322330474853516},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3645351827144623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35644951462745667},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2018/438","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/438","pdf_url":"https://www.ijcai.org/proceedings/2018/0438.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/438","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/438","pdf_url":"https://www.ijcai.org/proceedings/2018/0438.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1124578923","display_name":null,"funder_award_id":"2012BAI34B01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2981749377","display_name":"\u793e\u4f1a\u5316\u7f51\u7edc\u793e\u533a\u4e2d\u8de8\u57df\u63a8\u8350\u6280\u672f\u7814\u7a76","funder_award_id":"61173186","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8582878777","display_name":"\u9762\u5411\u89c6\u529b\u6b8b\u75be\u4eba\u7f51\u9875\u5185\u5bb9\u65e0\u969c\u8bbf\u95ee\u7684\u81ea\u52a8\u56fe\u7247\u63cf\u8ff0\u6280\u672f\u7814\u7a76","funder_award_id":"61173185","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8661892898","display_name":null,"funder_award_id":"61173185, 61173186","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"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1888005072","https://openalex.org/W1979104937","https://openalex.org/W2053186076","https://openalex.org/W2097308346","https://openalex.org/W2105465566","https://openalex.org/W2145658888","https://openalex.org/W2150256170","https://openalex.org/W2154851992","https://openalex.org/W2155461593","https://openalex.org/W2242161203","https://openalex.org/W2393319904","https://openalex.org/W2574817444","https://openalex.org/W2622489478","https://openalex.org/W2623187518","https://openalex.org/W2767500585","https://openalex.org/W2798932700","https://openalex.org/W2950723285","https://openalex.org/W2963312446","https://openalex.org/W4294170691","https://openalex.org/W4307101379"],"related_works":["https://openalex.org/W2891059443","https://openalex.org/W2983142544","https://openalex.org/W4281663961","https://openalex.org/W3208888551","https://openalex.org/W4220682630","https://openalex.org/W4313561566","https://openalex.org/W3208386644","https://openalex.org/W3181622257","https://openalex.org/W3133533225","https://openalex.org/W3163146846"],"abstract_inverted_index":{"Network":[0],"representation":[1],"learning":[2],"(RL)":[3],"aims":[4],"to":[5,53,74,103],"transform":[6],"the":[7,18,22,56,76,90,100,105],"nodes":[8],"in":[9,63,147],"a":[10,48,64,70],"network":[11,25,37,57,91],"into":[12],"low-dimensional":[13],"vector":[14],"spaces":[15],"while":[16],"preserving":[17],"inherent":[19],"properties":[20],"of":[21,86],"network.":[23],"Though":[24],"RL":[26],"has":[27],"been":[28],"intensively":[29],"studied,":[30],"most":[31],"existing":[32],"works":[33],"focus":[34],"on":[35,99,120],"either":[36],"structure":[38,58],"or":[39,113],"node":[40,60,77,109,148],"attribute":[41,61,78,101],"information.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,68],"propose":[47,69],"novel":[49],"framework,":[50],"named":[51],"ANRL,":[52],"incorporate":[54],"both":[55],"and":[59,110,131,150],"information":[62],"principled":[65],"way.":[66],"Specifically,":[67],"neighbor":[71],"enhancement":[72],"autoencoder":[73],"model":[75,95],"information,":[79],"which":[80],"reconstructs":[81],"its":[82,111],"target":[83],"neighbors":[84],"instead":[85],"itself.":[87],"To":[88],"capture":[89],"structure,":[92],"attribute-aware":[93],"skip-gram":[94],"is":[96],"designed":[97],"based":[98],"encoder":[102],"formulate":[104],"correlations":[106],"between":[107],"each":[108],"direct":[112],"indirect":[114],"neighbors.":[115],"We":[116],"conduct":[117],"extensive":[118],"experiments":[119],"six":[121],"real-world":[122],"networks,":[123,127],"including":[124],"two":[125,128,132],"social":[126],"citation":[129],"networks":[130],"user":[133],"behavior":[134],"networks.":[135],"The":[136],"results":[137],"empirically":[138],"show":[139],"that":[140],"ANRL":[141],"can":[142],"achieve":[143],"relatively":[144],"significant":[145],"gains":[146],"classification":[149],"link":[151],"prediction":[152],"tasks.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":37},{"year":2021,"cited_by_count":60},{"year":2020,"cited_by_count":47},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}