{"id":"https://openalex.org/W4214671008","doi":"https://doi.org/10.1145/3508546.3508626","title":"XML2NN: A Unified Modeling Method Accelerated by Distributed Training with an XML File","display_name":"XML2NN: A Unified Modeling Method Accelerated by Distributed Training with an XML File","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4214671008","doi":"https://doi.org/10.1145/3508546.3508626"},"language":"en","primary_location":{"id":"doi:10.1145/3508546.3508626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3508546.3508626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3508546.3508626","source":{"id":"https://openalex.org/S4363608505","display_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3508546.3508626","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016458854","display_name":"Mingxue Liao","orcid":"https://orcid.org/0000-0001-6928-6885"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxue Liao","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020362816","display_name":"Haoyu Liang","orcid":"https://orcid.org/0009-0004-8357-7450"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Liang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101865272","display_name":"Jiaxin Gao","orcid":"https://orcid.org/0000-0003-4363-775X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Gao","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041894655","display_name":"Pin Lv","orcid":"https://orcid.org/0000-0002-3425-9913"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pin Lv","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9968000054359436,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9901000261306763,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9884999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8791218400001526},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7013344764709473},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5745320916175842},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5537364482879639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5293282270431519},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5174363255500793},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.5000011920928955},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48082149028778076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3543381690979004},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34186869859695435},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14052587747573853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8791218400001526},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7013344764709473},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5745320916175842},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5537364482879639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5293282270431519},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5174363255500793},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.5000011920928955},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48082149028778076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3543381690979004},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34186869859695435},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14052587747573853},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3508546.3508626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3508546.3508626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3508546.3508626","source":{"id":"https://openalex.org/S4363608505","display_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3508546.3508626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3508546.3508626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3508546.3508626","source":{"id":"https://openalex.org/S4363608505","display_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214671008.pdf","grobid_xml":"https://content.openalex.org/works/W4214671008.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1895577753","https://openalex.org/W1902237438","https://openalex.org/W2097117768","https://openalex.org/W2183341477","https://openalex.org/W2613718673","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2970104062"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Deep":[0],"learning":[1,44,129],"community":[2],"in":[3,86],"the":[4,14,63,83,154],"computer":[5],"vision":[6],"field":[7,98],"shows":[8],"a":[9,92],"trend":[10],"of":[11,16,65,160],"significantly":[12],"expanding":[13],"scale":[15],"models":[17],"and":[18,23,27,30,56,68,114,136,149,157],"data.":[19],"To":[20,81],"ensure":[21],"training":[22,33,79,101],"deployment":[24],"efficiency,":[25],"fast":[26],"effective":[28],"modeling":[29,67,94,155],"distributed":[31,78,100,115],"parallel":[32,158],"have":[34,53,152],"become":[35],"essential":[36],"needs.":[37],"However,":[38],"there":[39],"are":[40],"various":[41],"existing":[42],"deep":[43,128],"frameworks":[45,73],"such":[46],"as":[47],"TensorFlow,":[48],"Pytorch,":[49],"Caffe,":[50],"etc.,":[51],"which":[52,131],"different":[54],"characteristics":[55],"programming":[57],"syntax.":[58],"This":[59],"status":[60],"quo":[61],"hinders":[62],"progress":[64],"efficient":[66],"model":[69,134,139],"sharing.":[70,140],"Meanwhile,":[71],"these":[72],"do":[74],"not":[75],"provide":[76],"easy-to-use":[77],"functions.":[80,102],"solve":[82],"above":[84],"problems,":[85],"this":[87],"paper,":[88],"we":[89],"introduce":[90],"XML2NN,":[91],"unified":[93],"method":[95],"for":[96],"CV":[97,145],"with":[99],"With":[103],"just":[104],"an":[105],"XML":[106],"file,":[107],"complex":[108],"neural":[109],"network":[110],"construction,":[111],"hyper-parameters":[112],"setting":[113,117],"parameters":[116],"can":[118],"be":[119],"completed":[120],"by":[121],"users.":[122],"XML2NN":[123],"is":[124],"based":[125],"on":[126,143],"multiple":[127],"frameworks,":[130],"enables":[132],"easy":[133],"construction":[135],"quick":[137],"cross-framework":[138],"Extensive":[141],"experiments":[142],"two":[144],"tasks":[146],"object":[147],"detection":[148],"image":[150],"classification":[151],"verified":[153],"effectiveness":[156],"performance":[159],"XML2NN.":[161]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
