{"id":"https://openalex.org/W4408841162","doi":"https://doi.org/10.1109/tpami.2025.3554560","title":"ONNXPruner: ONNX-Based General Model Pruning Adapter","display_name":"ONNXPruner: ONNX-Based General Model Pruning Adapter","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W4408841162","doi":"https://doi.org/10.1109/tpami.2025.3554560","pmid":"https://pubmed.ncbi.nlm.nih.gov/40131753"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2025.3554560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3554560","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101319623","display_name":"Dongdong Ren","orcid":"https://orcid.org/0000-0002-8360-4947"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongdong Ren","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China","School of Electronic Science and Engineering, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-8360-4947","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462996","display_name":"Wenbin Li","orcid":"https://orcid.org/0000-0002-0935-7124"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Li","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-0935-7124","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103030122","display_name":"Tianyu Ding","orcid":"https://orcid.org/0000-0001-8445-4330"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyu Ding","raw_affiliation_strings":["Applied Sciences Group, Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":"https://orcid.org/0000-0001-8445-4330","affiliations":[{"raw_affiliation_string":"Applied Sciences Group, Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435848","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-0961-0441"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","School of Computing and Information Technology, University of Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0961-0441","affiliations":[{"raw_affiliation_string":"School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]},{"raw_affiliation_string":"School of Computing and Information Technology, University of Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101543918","display_name":"Qi Fan","orcid":"https://orcid.org/0000-0002-2644-4457"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Fan","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-2644-4457","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066091819","display_name":"Jing Huo","orcid":"https://orcid.org/0000-0002-8504-455X"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Huo","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-8504-455X","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027952470","display_name":"Hongbing Pan","orcid":"https://orcid.org/0000-0002-7181-8278"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbing Pan","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, China","School of Electronic Science and Engineering, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-7181-8278","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074250521","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-2488-1813"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-2488-1813","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, Suzhou Campus, Suzhou, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5969,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96226898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"47","issue":"7","first_page":"5806","last_page":"5817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.8848999738693237,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.8848999738693237,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.8123999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.737500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6959980726242065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6318396925926208},{"id":"https://openalex.org/keywords/adapter","display_name":"Adapter (computing)","score":0.5982736945152283},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4597359895706177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38084980845451355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6959980726242065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6318396925926208},{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.5982736945152283},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4597359895706177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38084980845451355},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2025.3554560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3554560","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:40131753","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40131753","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.550000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2328581383","display_name":null,"funder_award_id":"62276128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2767813700","display_name":null,"funder_award_id":"62192783","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3340550476","display_name":null,"funder_award_id":"62406140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5176835407","display_name":null,"funder_award_id":"BK20241200","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7153191022","display_name":null,"funder_award_id":"BK20221441","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2031489346","https://openalex.org/W2117539524","https://openalex.org/W2144794286","https://openalex.org/W2194775991","https://openalex.org/W2560023338","https://openalex.org/W2808168148","https://openalex.org/W2883111419","https://openalex.org/W2890894339","https://openalex.org/W2897295818","https://openalex.org/W2928560789","https://openalex.org/W2946609015","https://openalex.org/W2962851801","https://openalex.org/W2963363373","https://openalex.org/W2963446712","https://openalex.org/W2965862774","https://openalex.org/W2998617917","https://openalex.org/W3034288893","https://openalex.org/W3034290785","https://openalex.org/W3034513523","https://openalex.org/W3168100846","https://openalex.org/W3169512402","https://openalex.org/W3180027445","https://openalex.org/W3181161645","https://openalex.org/W3185823229","https://openalex.org/W3192333284","https://openalex.org/W3194676777","https://openalex.org/W3197478142","https://openalex.org/W3201889640","https://openalex.org/W4386083031","https://openalex.org/W4389104738","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6686509673","https://openalex.org/W6713134421","https://openalex.org/W6726275242","https://openalex.org/W6738957339","https://openalex.org/W6749838110","https://openalex.org/W6751349269","https://openalex.org/W6755166560","https://openalex.org/W6764345721","https://openalex.org/W6764401283","https://openalex.org/W6766978945","https://openalex.org/W6767327937","https://openalex.org/W6767671539","https://openalex.org/W6771369672","https://openalex.org/W6771852177","https://openalex.org/W6772027524","https://openalex.org/W6772453130","https://openalex.org/W6773423997","https://openalex.org/W6779893256","https://openalex.org/W6786718428","https://openalex.org/W6787352875","https://openalex.org/W6787972765","https://openalex.org/W6796978233","https://openalex.org/W6797972850","https://openalex.org/W6849631605","https://openalex.org/W6850625674","https://openalex.org/W6850692753","https://openalex.org/W6850768986","https://openalex.org/W6863407698","https://openalex.org/W6893640197"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2133028525","https://openalex.org/W4229060448","https://openalex.org/W4306381730","https://openalex.org/W2981692913","https://openalex.org/W3044188621","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2],"model":[3,78,153],"pruning":[4,40,90,123],"have":[5],"focused":[6],"on":[7,96],"developing":[8],"new":[9],"algorithms":[10,21],"and":[11,25,58,135,141],"improving":[12],"upon":[13],"benchmarks.":[14],"However,":[15],"the":[16,44,50,83,89,94,126,149],"practical":[17,150],"application":[18,151],"of":[19,64,69,152],"these":[20],"across":[22,53,132],"various":[23,77],"models":[24,134],"platforms":[26],"remains":[27],"a":[28,38,102,115],"significant":[29],"challenge.":[30],"To":[31],"address":[32],"this":[33,111],"challenge,":[34],"we":[35,100],"propose":[36],"ONNXPruner,":[37],"versatile":[39],"adapter":[41],"designed":[42],"for":[43,114,128],"ONNX":[45],"format":[46],"models.":[47],"ONNXPruner":[48,65],"streamlines":[49],"adaptation":[51],"process":[52],"diverse":[54],"deep":[55],"learning":[56],"frameworks":[57],"hardware":[59],"platforms.":[60],"A":[61],"novel":[62],"aspect":[63],"is":[66],"its":[67],"use":[68],"node":[70,108],"association":[71,109],"trees,":[72,110],"which":[73],"automatically":[74],"adapt":[75],"to":[76,147],"architectures.":[79],"These":[80],"trees":[81],"clarify":[82],"structural":[84],"relationships":[85],"between":[86],"nodes,":[87],"guiding":[88],"process,":[91],"particularly":[92],"highlighting":[93],"impact":[95],"interconnected":[97],"nodes.":[98],"Furthermore,":[99],"introduce":[101],"tree-level":[103],"evaluation":[104],"method.":[105],"By":[106],"leveraging":[107],"method":[112],"allows":[113],"comprehensive":[116],"analysis":[117],"beyond":[118],"traditional":[119],"single-node":[120],"evaluations,":[121],"enhancing":[122],"performance":[124],"without":[125],"need":[127],"extra":[129],"operations.":[130],"Experiments":[131],"multiple":[133],"datasets":[136],"confirm":[137],"ONNXPruner's":[138],"strong":[139],"adaptability":[140],"increased":[142],"efficacy.":[143],"Our":[144],"work":[145],"aims":[146],"advance":[148],"pruning.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}