{"id":"https://openalex.org/W4413978195","doi":"https://doi.org/10.14778/3749646.3749692","title":"Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges","display_name":"Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4413978195","doi":"https://doi.org/10.14778/3749646.3749692"},"language":"en","primary_location":{"id":"doi:10.14778/3749646.3749692","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3749646.3749692","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","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/A5086395391","display_name":"Yiran Li","orcid":"https://orcid.org/0000-0003-4476-016X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yiran Li","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015221252","display_name":"G. Y. Guo","orcid":"https://orcid.org/0009-0009-5600-2236"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Gongyao Guo","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633207","display_name":"Chen Feng","orcid":"https://orcid.org/0000-0002-7430-7473"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chen Feng","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102750234","display_name":"Jieming Shi","orcid":"https://orcid.org/0009-0008-4236-1660"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jieming Shi","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086395391"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13611175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"11","first_page":"4269","last_page":"4281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9943000078201294,"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/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/hypergraph","display_name":"Hypergraph","score":0.9158313274383545},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7415130138397217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5066700577735901},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48288559913635254},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3414255380630493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2721577286720276},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2697223424911499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20216155052185059},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.16801035404205322}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.9158313274383545},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7415130138397217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5066700577735901},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48288559913635254},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3414255380630493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2721577286720276},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2697223424911499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20216155052185059},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.16801035404205322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3749646.3749692","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3749646.3749692","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","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":33,"referenced_works":["https://openalex.org/W1980431326","https://openalex.org/W2170057991","https://openalex.org/W2787887656","https://openalex.org/W2941557312","https://openalex.org/W2962756421","https://openalex.org/W2964041447","https://openalex.org/W3007813770","https://openalex.org/W3020904869","https://openalex.org/W3021581561","https://openalex.org/W3032521456","https://openalex.org/W3034374044","https://openalex.org/W3122089757","https://openalex.org/W3159506417","https://openalex.org/W3165233449","https://openalex.org/W3207377746","https://openalex.org/W3210619801","https://openalex.org/W4224911291","https://openalex.org/W4282813823","https://openalex.org/W4282926996","https://openalex.org/W4289433255","https://openalex.org/W4289533891","https://openalex.org/W4291474301","https://openalex.org/W4293358238","https://openalex.org/W4320024273","https://openalex.org/W4360825594","https://openalex.org/W4381329639","https://openalex.org/W4382237408","https://openalex.org/W4389539847","https://openalex.org/W4392719465","https://openalex.org/W4393147786","https://openalex.org/W4400909831","https://openalex.org/W4400910003","https://openalex.org/W4407357336"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W1948107826","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W1532260067","https://openalex.org/W2932872266"],"abstract_inverted_index":{"An":[0],"attributed":[1,54,84,96,221],"hypergraph":[2,16,159],"comprises":[3],"nodes":[4,23,62,78],"with":[5,92],"attributes":[6],"and":[7,18,24,41,56,63,90,103,109,125,136,144,153,174,185,192,223,241],"hyperedges":[8,25],"that":[9,106,160,206,232],"connect":[10],"varying":[11],"numbers":[12],"of":[13,53,118,189,246],"nodes.":[14],"Attributed":[15],"node":[17,36,108,142],"hyperedge":[19,38,42,110,145],"embedding":[20,123,239],"(AHNEE)":[21],"maps":[22],"to":[26,50,59,87,138,169,194,244],"compact":[27],"vectors":[28],"for":[29,83,112],"use":[30],"in":[31,66,238],"important":[32],"tasks":[33],"such":[34],"as":[35],"classification,":[37],"link":[39],"prediction,":[40],"classification.":[43],"Generating":[44],"high-quality":[45,215],"embeddings":[46,111],"is":[47,179,242],"challenging":[48],"due":[49],"the":[51,57,116,119,166],"complexity":[52],"hypergraphs":[55,222],"need":[58],"embed":[60],"both":[61],"hyperedges,":[64],"especially":[65],"large-scale":[67],"data.":[68],"Existing":[69],"solutions":[70],"often":[71],"fall":[72],"short":[73],"by":[74],"focusing":[75],"only":[76],"on":[77,94,219],"or":[79],"lacking":[80],"native":[81],"support":[82],"hypergraphs,":[85],"leading":[86],"inferior":[88],"quality,":[89],"struggle":[91],"scalability":[93],"large":[95,210],"hypergraphs.":[97],"We":[98],"propose":[99],"SAHE,":[100],"an":[101,157],"efficient":[102],"effective":[104],"approach":[105],"unifies":[107],"AHNEE":[113,167],"computation,":[114],"advancing":[115],"state":[117],"art":[120],"via":[121],"comprehensive":[122],"formulations":[124],"algorithmic":[126],"designs.":[127],"First,":[128],"we":[129,183,201],"introduce":[130],"two":[131],"higher-order":[132],"similarity":[133],"measures,":[134],"HMS-N":[135,173,191],"HMS-E,":[137],"capture":[139],"similarities":[140],"between":[141],"pairs":[143],"pairs,":[146],"respectively.":[147],"These":[148],"measures":[149],"consider":[150],"multi-hop":[151],"connections":[152],"global":[154],"topology":[155],"within":[156],"extended":[158],"incorporates":[161],"attribute-based":[162],"hyperedges.":[163],"SAHE":[164,233],"formulates":[165],"objective":[168],"jointly":[170],"preserve":[171],"all-pair":[172,190],"HMS-E":[175,193],"similarities.":[176],"Direct":[177],"optimization":[178],"computationally":[180],"expensive,":[181],"so":[182],"analyze":[184],"unify":[186],"core":[187],"approximations":[188],"solve":[195],"them":[196],"simultaneously.":[197],"To":[198],"enhance":[199],"efficiency,":[200],"design":[202],"several":[203],"non-trivial":[204],"optimizations":[205],"avoid":[207],"iteratively":[208],"materializing":[209],"dense":[211],"matrices":[212],"while":[213],"maintaining":[214],"results.":[216],"Extensive":[217],"experiments":[218],"diverse":[220],"3":[224],"downstream":[225],"tasks,":[226],"compared":[227],"against":[228],"11":[229],"baselines,":[230],"show":[231],"consistently":[234],"outperforms":[235],"existing":[236],"methods":[237],"quality":[240],"up":[243],"orders":[245],"magnitude":[247],"faster.":[248]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}