{"id":"https://openalex.org/W4411086534","doi":"https://doi.org/10.1109/tcss.2025.3565008","title":"HAS: Hypergraph Adaptive Sampling for Structural Characteristics Preservation","display_name":"HAS: Hypergraph Adaptive Sampling for Structural Characteristics Preservation","publication_year":2025,"publication_date":"2025-06-06","ids":{"openalex":"https://openalex.org/W4411086534","doi":"https://doi.org/10.1109/tcss.2025.3565008"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3565008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3565008","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","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/A5020635303","display_name":"Jiaqi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0006-5300-2650","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066064561","display_name":"Jianwei Guo","orcid":"https://orcid.org/0000-0003-2658-8845"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-2658-8845","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052209335","display_name":"Qi Luo","orcid":"https://orcid.org/0000-0002-1018-8727"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Luo","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-1018-8727","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904558","display_name":"Zhenzhen Xie","orcid":"https://orcid.org/0000-0002-8907-2064"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhen Xie","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-8907-2064","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gang Liu","orcid":"https://orcid.org/0009-0002-9747-8969"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0002-9747-8969","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072627238","display_name":"Zhipeng Cai","orcid":"https://orcid.org/0000-0001-6017-975X"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhipeng Cai","raw_affiliation_strings":["Department of Computing Science, Georgia State University, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6017-975X","affiliations":[{"raw_affiliation_string":"Department of Computing Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09658826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"6","first_page":"4204","last_page":"4216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.7569741010665894},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"Adaptive sampling","score":0.5692386627197266},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.48671963810920715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47319480776786804},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25640374422073364},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1427927017211914},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12930846214294434},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.11478105187416077}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.7569741010665894},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.5692386627197266},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.48671963810920715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47319480776786804},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25640374422073364},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1427927017211914},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12930846214294434},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.11478105187416077},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3565008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3565008","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W10012171","https://openalex.org/W1558755690","https://openalex.org/W1908543963","https://openalex.org/W1975414584","https://openalex.org/W2037774459","https://openalex.org/W2041913883","https://openalex.org/W2085962141","https://openalex.org/W2146008005","https://openalex.org/W2148225252","https://openalex.org/W2157270607","https://openalex.org/W2157747946","https://openalex.org/W2171935404","https://openalex.org/W2739962508","https://openalex.org/W2746696930","https://openalex.org/W2787887656","https://openalex.org/W2979446478","https://openalex.org/W3003235278","https://openalex.org/W3035648766","https://openalex.org/W3047309339","https://openalex.org/W3048971530","https://openalex.org/W3117562715","https://openalex.org/W3118942110","https://openalex.org/W3158396846","https://openalex.org/W3177183088","https://openalex.org/W3204950957","https://openalex.org/W3209744908","https://openalex.org/W4206968925","https://openalex.org/W4224314061","https://openalex.org/W4243349358","https://openalex.org/W4285605397","https://openalex.org/W4297858361","https://openalex.org/W4315783713","https://openalex.org/W4376639507","https://openalex.org/W4381613464","https://openalex.org/W4385270252","https://openalex.org/W4385439679","https://openalex.org/W4385562539","https://openalex.org/W4386167744","https://openalex.org/W4387823754","https://openalex.org/W4390090602","https://openalex.org/W4390806823","https://openalex.org/W4391926501","https://openalex.org/W4392908001","https://openalex.org/W4392956330","https://openalex.org/W4393191804","https://openalex.org/W4398180128","https://openalex.org/W4398765755","https://openalex.org/W4399903798","https://openalex.org/W4400112943","https://openalex.org/W4401662480","https://openalex.org/W4403578235","https://openalex.org/W4409657080"],"related_works":["https://openalex.org/W2038693912","https://openalex.org/W1991602789","https://openalex.org/W1582396021","https://openalex.org/W1988359706","https://openalex.org/W312558119","https://openalex.org/W4210985407","https://openalex.org/W2335441444","https://openalex.org/W138014004","https://openalex.org/W2075598034","https://openalex.org/W2984441180"],"abstract_inverted_index":{"A":[0],"hypergraph":[1,62,94,128,132,191,206],"is":[2,170,173],"a":[3,59,66,153,197],"mathematical":[4],"structure":[5],"capable":[6],"of":[7,21,73,82,97,139,142,165,183],"representing":[8],"complex":[9],"relationships":[10],"among":[11],"multiple":[12],"entities,":[13],"with":[14,44],"widespread":[15],"applications.":[16],"However,":[17],"as":[18],"the":[19,79,87,92,118,140,143,148,159,166,176,179],"size":[20],"hypergraphs":[22,39],"continues":[23],"to":[24,35,40,84,115,158,190],"grow,":[25],"their":[26],"analysis":[27,43,192],"and":[28,117,181,199],"processing":[29,204],"become":[30,49],"increasingly":[31],"challenging.":[32],"Therefore,":[33],"how":[34],"effectively":[36,100],"process":[37],"large":[38],"enable":[41],"efficient":[42],"limited":[45],"computational":[46],"resources":[47],"has":[48],"an":[50],"important":[51],"research":[52],"problem.":[53],"In":[54],"this":[55],"article,":[56],"we":[57],"propose":[58],"method":[60],"called":[61],"adaptive":[63,70],"sampling":[64,72,80,133],"(HAS),":[65],"framework":[67,76],"that":[68,86,121],"achieves":[69],"batch":[71],"hyperedges.":[74],"This":[75],"adaptively":[77],"adjusts":[78],"probability":[81],"hyperedges":[83],"ensure":[85],"sampled":[88,149],"subhypergraph":[89,150,167],"closely":[90],"resembles":[91],"original":[93,144,160],"in":[95,126],"terms":[96],"structural":[98,155],"characteristics,":[99],"reducing":[101],"information":[102],"loss":[103],"caused":[104],"by":[105],"sampling.":[106],"Extensive":[107],"experiments":[108],"are":[109,146],"conducted":[110],"on":[111],"six":[112],"public":[113],"datasets":[114],"evaluate,":[116],"results":[119],"demonstrate":[120],"HAS":[122,184],"outperforms":[123],"other":[124],"algorithms":[125],"preserving":[127],"properties.":[129],"Using":[130],"our":[131],"method,":[134],"even":[135],"when":[136],"only":[137,189],"20%":[138],"edges":[141],"image":[145],"sampled,":[147],"still":[151],"maintains":[152],"small":[154],"error":[156],"compared":[157],"hypergraph.":[161],"The":[162],"KL":[163],"divergence":[164],"degree":[168],"distribution":[169],"0.09,":[171],"which":[172],"4.1${\\boldsymbol\\times}$better":[174],"than":[175],"baseline.":[177],"Last,":[178],"efficiency":[180],"adaptability":[182],"make":[185],"it":[186],"applicable":[187],"not":[188],"but":[193],"also":[194],"for":[195,202],"providing":[196],"general":[198],"scalable":[200],"solution":[201],"efficiently":[203],"large-scale":[205],"data.":[207]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}