{"id":"https://openalex.org/W4417248856","doi":"https://doi.org/10.1109/tce.2025.3642264","title":"ADP: Graph Adaptive Pooling Based on Edge Understanding With Graph Pooling Information Bottleneck","display_name":"ADP: Graph Adaptive Pooling Based on Edge Understanding With Graph Pooling Information Bottleneck","publication_year":2025,"publication_date":"2025-12-11","ids":{"openalex":"https://openalex.org/W4417248856","doi":"https://doi.org/10.1109/tce.2025.3642264"},"language":null,"primary_location":{"id":"doi:10.1109/tce.2025.3642264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3642264","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5012788083","display_name":"Zhe Cao","orcid":"https://orcid.org/0009-0005-1556-8058"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Cao","raw_affiliation_strings":["State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014893126","display_name":"Lixin Xu","orcid":"https://orcid.org/0000-0001-8215-6663"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Xu","raw_affiliation_strings":["State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005703475","display_name":"Ruiheng Zhang","orcid":"https://orcid.org/0000-0002-5460-7196"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiheng Zhang","raw_affiliation_strings":["State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025595210","display_name":"Jin Zhang","orcid":"https://orcid.org/0009-0002-9662-7635"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Electromechanical Dynamic Control and the School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"the School of Mechatronical Engineering, State Key Laboratory of Electromechanical Dynamic Control, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034184056","display_name":"Hongbin Pei","orcid":"https://orcid.org/0000-0002-7157-9959"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Pei","raw_affiliation_strings":["Ministry of Education of Key Laboratory for Intelligent Networks and Network Security, School of Cyber Science and Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, Shaanxi, China","School of Cyber Science and Engineering, Ministry of Education of Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education of Key Laboratory for Intelligent Networks and Network Security, School of Cyber Science and Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Ministry of Education of Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032444982","display_name":"Daming Zhou","orcid":"https://orcid.org/0000-0002-4304-6709"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daming Zhou","raw_affiliation_strings":["School of Astronautics, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Astronautics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003734008","display_name":"Jiayan Qiu","orcid":"https://orcid.org/0000-0002-1807-6666"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiayan Qiu","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K","School of Computing and Mathematical Sciences, University of Leicester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]},{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Leicester, United Kingdom","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012788083"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":4.9917,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95654276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"1","first_page":"692","last_page":"704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9539999961853027,"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":0.9539999961853027,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.004999999888241291,"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/pooling","display_name":"Pooling","score":0.9312000274658203},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7343000173568726},{"id":"https://openalex.org/keywords/information-bottleneck-method","display_name":"Information bottleneck method","score":0.5726000070571899},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5703999996185303},{"id":"https://openalex.org/keywords/information-loss","display_name":"Information loss","score":0.4334000051021576},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.40790000557899475}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.9312000274658203},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7343000173568726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6410999894142151},{"id":"https://openalex.org/C60008888","wikidata":"https://www.wikidata.org/wiki/Q6031013","display_name":"Information bottleneck method","level":3,"score":0.5726000070571899},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5703999996185303},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45260000228881836},{"id":"https://openalex.org/C2988416141","wikidata":"https://www.wikidata.org/wiki/Q6031139","display_name":"Information loss","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.40790000557899475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38749998807907104},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28929999470710754},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3642264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3642264","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Graph":[0,32],"pooling":[1,33,159],"plays":[2],"a":[3,20,81],"crucial":[4],"role":[5],"in":[6,17,24,175],"achieving":[7],"effective":[8],"local":[9],"information":[10,40,45,120,151],"aggregation.":[11],"When":[12],"dealing":[13],"with":[14,34,147],"graph,":[15],"data":[16],"non-Euclidean":[18],"space,":[19],"major":[21],"challenge":[22],"lies":[23],"the":[25,28,38,72,94,100,110,125,137],"uncertainty":[26],"of":[27,30,104,115,127],"number":[29],"nodes.":[31,138],"self-adaptivity":[35],"can":[36],"capture":[37],"optimal":[39],"region":[41],"to":[42,61,118],"aggregate":[43],"shared":[44],"within":[46,129],"this":[47],"region.":[48],"Existing":[49],"methods":[50],"rely":[51],"on":[52,171],"hard":[53,60],"thresholds":[54],"or":[55],"parameter":[56],"settings,":[57],"making":[58],"it":[59,166],"achieve":[62],"real":[63,82],"adaptiveness":[64],"and":[65,77,132,145,150,165],"often":[66],"compromising":[67],"structural":[68,143,163],"integrity.":[69],"Inspired":[70],"by":[71,98],"special":[73],"relationship":[74],"between":[75,136],"edges":[76,103],"nodes,":[78],"we":[79,92,108,123],"propose":[80],"ADaptive":[83],"Pooling":[84],"(ADP)":[85],"method,":[86],"requiring":[87],"no":[88],"hyper-parameter":[89],"tuning.":[90],"Specifically,":[91],"obtain":[93],"graph\u2019s":[95],"main":[96],"structure":[97],"filtering":[99],"most":[101],"significant":[102],"each":[105],"node.":[106],"Subsequently,":[107],"utilize":[109],"naturally":[111],"formed":[112],"connected":[113],"regions":[114,131],"n-edge":[116],"graphs":[117],"define":[119],"regions.":[121],"Finally,":[122],"integrate":[124],"features":[126],"nodes":[128],"these":[130,141],"establish":[133],"new":[134],"connections":[135],"We":[139],"hold":[140],"regions\u2019":[142],"integrity":[144],"stability":[146],"triplet":[148],"loss":[149],"bottleneck":[152],"compression":[153],"loss.":[154],"Our":[155],"method":[156],"achieves":[157],"adaptive":[158],"while":[160],"preserving":[161],"graph":[162,173],"features,":[164],"has":[167],"demonstrated":[168],"state-of-the-art":[169],"performance":[170],"12":[172],"datasets":[174],"4":[176],"types.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-26T06:05:38.182114","created_date":"2025-12-11T00:00:00"}
