{"id":"https://openalex.org/W4389104953","doi":"https://doi.org/10.1109/tnnls.2023.3333562","title":"Lite It Fly: An All-Deformable-Butterfly Network","display_name":"Lite It Fly: An All-Deformable-Butterfly Network","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389104953","doi":"https://doi.org/10.1109/tnnls.2023.3333562","pmid":"https://pubmed.ncbi.nlm.nih.gov/38015682"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3333562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3333562","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","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/A5033075638","display_name":"Rui Lin","orcid":"https://orcid.org/0000-0003-0744-0263"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I4210131745","display_name":"Parallel Consulting (United States)","ror":"https://ror.org/03cssbw37","country_code":"US","type":"company","lineage":["https://openalex.org/I4210131745"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Rui Lin","raw_affiliation_strings":["Distributed and Parallel Software Laboratory, Huawei, Hong Kong","Huawei, Distributed and Parallel Software Laboratory, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Distributed and Parallel Software Laboratory, Huawei, Hong Kong","institution_ids":["https://openalex.org/I4210131745"]},{"raw_affiliation_string":"Huawei, Distributed and Parallel Software Laboratory, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033777108","display_name":"Jason Chun Lok Li","orcid":"https://orcid.org/0000-0002-9389-4095"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jason Chun Lok Li","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851566","display_name":"Jiajun Zhou","orcid":"https://orcid.org/0000-0001-6328-4256"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiajun Zhou","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081107672","display_name":"Binxiao Huang","orcid":"https://orcid.org/0000-0001-5316-703X"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Binxiao Huang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031431488","display_name":"Jie Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jie Ran","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072120057","display_name":"Ngai Wong","orcid":"https://orcid.org/0000-0002-3026-0108"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ngai Wong","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Pokfulam, Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5033075638"],"corresponding_institution_ids":["https://openalex.org/I2250955327","https://openalex.org/I4210131745"],"apc_list":null,"apc_paid":null,"fwci":0.174,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58681169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"36","issue":"1","first_page":"1919","last_page":"1924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.8366000056266785,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.8366000056266785,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8129000067710876,"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/T10320","display_name":"Neural Networks and Applications","score":0.7455000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/butterfly","display_name":"Butterfly","score":0.9213370680809021},{"id":"https://openalex.org/keywords/butterfly-effect","display_name":"Butterfly effect","score":0.44580426812171936},{"id":"https://openalex.org/keywords/on-the-fly","display_name":"On the fly","score":0.4265061020851135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3461174964904785},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2409018874168396},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18885251879692078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1814345419406891},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.053704917430877686}],"concepts":[{"id":"https://openalex.org/C2778605236","wikidata":"https://www.wikidata.org/wiki/Q1018085","display_name":"Butterfly","level":2,"score":0.9213370680809021},{"id":"https://openalex.org/C118979974","wikidata":"https://www.wikidata.org/wiki/Q187536","display_name":"Butterfly effect","level":3,"score":0.44580426812171936},{"id":"https://openalex.org/C2781020372","wikidata":"https://www.wikidata.org/wiki/Q533093","display_name":"On the fly","level":2,"score":0.4265061020851135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3461174964904785},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2409018874168396},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18885251879692078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1814345419406891},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.053704917430877686},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3333562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3333562","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:38015682","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38015682","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 neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W197865394","https://openalex.org/W1920022804","https://openalex.org/W2108598243","https://openalex.org/W2123045220","https://openalex.org/W2152332944","https://openalex.org/W2194775991","https://openalex.org/W2560609797","https://openalex.org/W2754084392","https://openalex.org/W2983108667","https://openalex.org/W3023104975","https://openalex.org/W3080923968","https://openalex.org/W3095508601","https://openalex.org/W6637373629","https://openalex.org/W6677614981","https://openalex.org/W6684191040","https://openalex.org/W6737664043","https://openalex.org/W6760689479","https://openalex.org/W6762718338","https://openalex.org/W6769906912","https://openalex.org/W6771960118","https://openalex.org/W6772453130","https://openalex.org/W6787972765","https://openalex.org/W6803637018"],"related_works":["https://openalex.org/W2282324977","https://openalex.org/W4283796326","https://openalex.org/W4247798004","https://openalex.org/W2505182312","https://openalex.org/W2747139355","https://openalex.org/W1980045079","https://openalex.org/W4206364796","https://openalex.org/W2491755398","https://openalex.org/W2183183399","https://openalex.org/W2347402412"],"abstract_inverted_index":{"Most":[0],"deep":[1],"neural":[2],"networks":[3],"(DNNs)":[4],"consist":[5],"fundamentally":[6],"of":[7,60,77,88,106,128],"convolutional":[8],"and/or":[9],"fully":[10],"connected":[11],"layers,":[12,113],"wherein":[13],"the":[14,21,44,57,84,101,104,126],"linear":[15],"transform":[16],"can":[17],"be":[18],"cast":[19],"as":[20],"product":[22],"between":[23,71],"a":[24,28,74,108,140,149],"filter":[25,45],"matrix":[26,30,46],"and":[27,73,79,118,122],"data":[29],"obtained":[31],"by":[32,153],"arranging":[33],"feature":[34],"tensors":[35],"into":[36,47,110],"columns.":[37],"Recently":[38],"proposed":[39],"deformable":[40],"butterfly":[41],"(DeBut)":[42],"decomposes":[43],"generalized,":[48],"butterfly-like":[49],"factors,":[50],"thus":[51,114],"achieving":[52,115],"network":[53],"compression":[54,155],"orthogonal":[55],"to":[56,138,142],"traditional":[58],"ways":[59],"pruning":[61],"or":[62],"low-rank":[63],"decomposition.":[64],"This":[65],"work":[66],"reveals":[67],"an":[68,93],"intimate":[69],"link":[70],"DeBut":[72,89,95,112],"systematic":[75],"hierarchy":[76],"depthwise":[78],"pointwise":[80],"convolutions,":[81],"which":[82],"explains":[83],"empirically":[85],"good":[86],"performance":[87],"layers.":[90],"By":[91],"developing":[92],"automated":[94],"chain":[96],"generator,":[97],"we":[98,133],"show":[99,134],"for":[100],"first":[102],"time":[103],"viability":[105],"homogenizing":[107],"DNN":[109],"all":[111],"extreme":[116],"sparsity":[117],"compression.":[119],"Various":[120],"examples":[121],"hardware":[123],"benchmarks":[124],"verify":[125],"advantages":[127],"All-DeBut":[129],"networks.":[130],"In":[131],"particular,":[132],"it":[135],"is":[136],"possible":[137],"compress":[139],"PointNet":[141],"<5%":[143,146],"parameters":[144],"with":[145],"accuracy":[147],"drop,":[148],"record":[150],"not":[151],"achievable":[152],"other":[154],"schemes.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
