{"id":"https://openalex.org/W3177452048","doi":"https://doi.org/10.1145/3453483.3454106","title":"AKG: automatic kernel generation for neural processing units using polyhedral transformations","display_name":"AKG: automatic kernel generation for neural processing units using polyhedral transformations","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3177452048","doi":"https://doi.org/10.1145/3453483.3454106","mag":"3177452048"},"language":"en","primary_location":{"id":"doi:10.1145/3453483.3454106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453483.3454106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","raw_type":"proceedings-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/A5000546902","display_name":"Jie Zhao","orcid":"https://orcid.org/0000-0003-2303-9736"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jie Zhao","raw_affiliation_strings":["State Key Laboratory of Mathematical Engineering and Advanced Computing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mathematical Engineering and Advanced Computing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055070843","display_name":"Bojie Li","orcid":"https://orcid.org/0000-0002-7390-3548"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bojie Li","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066629373","display_name":"Wang Nie","orcid":"https://orcid.org/0000-0001-9903-8217"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Nie","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007511354","display_name":"Zhen Geng","orcid":"https://orcid.org/0000-0003-1031-6431"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Geng","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772672","display_name":"Renwei Zhang","orcid":"https://orcid.org/0000-0002-9744-5676"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renwei Zhang","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046970118","display_name":"Xiong Gao","orcid":"https://orcid.org/0000-0003-0677-4325"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Gao","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076140322","display_name":"Bin Cheng","orcid":"https://orcid.org/0000-0002-2191-6603"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Cheng","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100707380","display_name":"Chen Wu","orcid":"https://orcid.org/0000-0002-2492-0640"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wu","raw_affiliation_strings":["Huawei, China"],"affiliations":[{"raw_affiliation_string":"Huawei, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087680636","display_name":"Yun Cheng","orcid":"https://orcid.org/0000-0002-0421-1716"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Cheng","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008767654","display_name":"Zheng Li","orcid":"https://orcid.org/0009-0008-7343-7517"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000833287","display_name":"Peng Di","orcid":"https://orcid.org/0000-0002-5799-5876"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Di","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342380","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0003-2140-2546"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040131467","display_name":"Xuefeng Jin","orcid":"https://orcid.org/0000-0002-4602-3107"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng Jin","raw_affiliation_strings":["Huawei Technologies, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5000546902"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5169,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.99199877,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1233","last_page":"1248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9858999848365784,"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/computer-science","display_name":"Computer science","score":0.8434507250785828},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6829546093940735},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.669536828994751},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6076958775520325},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.6029714941978455},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5855791568756104},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.39028725028038025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36525988578796387},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3384125232696533},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27872782945632935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8434507250785828},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6829546093940735},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.669536828994751},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6076958775520325},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.6029714941978455},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5855791568756104},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39028725028038025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36525988578796387},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3384125232696533},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27872782945632935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3453483.3454106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453483.3454106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1191262899","https://openalex.org/W1558370006","https://openalex.org/W1585509108","https://openalex.org/W1970141743","https://openalex.org/W1991009705","https://openalex.org/W2003798513","https://openalex.org/W2034761517","https://openalex.org/W2051305716","https://openalex.org/W2055312318","https://openalex.org/W2077143534","https://openalex.org/W2084917734","https://openalex.org/W2096070062","https://openalex.org/W2100218206","https://openalex.org/W2108315152","https://openalex.org/W2112391112","https://openalex.org/W2126464777","https://openalex.org/W2135653967","https://openalex.org/W2154790323","https://openalex.org/W2155893237","https://openalex.org/W2169492033","https://openalex.org/W2172073571","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2294628582","https://openalex.org/W2296218291","https://openalex.org/W2346804249","https://openalex.org/W2402144811","https://openalex.org/W2412412865","https://openalex.org/W2471164860","https://openalex.org/W2513383847","https://openalex.org/W2515287984","https://openalex.org/W2523565517","https://openalex.org/W2525543902","https://openalex.org/W2606722458","https://openalex.org/W2618530766","https://openalex.org/W2724694202","https://openalex.org/W2788111881","https://openalex.org/W2804032941","https://openalex.org/W2804500013","https://openalex.org/W2806891462","https://openalex.org/W2810610794","https://openalex.org/W2905135312","https://openalex.org/W2949967139","https://openalex.org/W2952075007","https://openalex.org/W2955053021","https://openalex.org/W2961619211","https://openalex.org/W2963341956","https://openalex.org/W2963947383","https://openalex.org/W2970971581","https://openalex.org/W2979365412","https://openalex.org/W2981758446","https://openalex.org/W2982219368","https://openalex.org/W2983923412","https://openalex.org/W2992192853","https://openalex.org/W2995257150","https://openalex.org/W3005576069","https://openalex.org/W3008964021","https://openalex.org/W3012249773","https://openalex.org/W3036692157","https://openalex.org/W3054224424","https://openalex.org/W3090425474","https://openalex.org/W3090487264","https://openalex.org/W3090768939","https://openalex.org/W3097841484","https://openalex.org/W3104745751","https://openalex.org/W3106250896","https://openalex.org/W3122286897","https://openalex.org/W3140469843","https://openalex.org/W3149084271","https://openalex.org/W3151489216","https://openalex.org/W4230989867","https://openalex.org/W4236989128","https://openalex.org/W4246500121","https://openalex.org/W4248073216"],"related_works":["https://openalex.org/W3096456556","https://openalex.org/W4240253816","https://openalex.org/W2169584677","https://openalex.org/W2979513934","https://openalex.org/W4232954277","https://openalex.org/W2020341030","https://openalex.org/W2749133591","https://openalex.org/W2367473450","https://openalex.org/W1975522091","https://openalex.org/W575672070"],"abstract_inverted_index":{"Existing":[0],"tensor":[1],"compilers":[2],"have":[3],"proven":[4],"their":[5],"effectiveness":[6],"in":[7],"deploying":[8],"deep":[9],"neural":[10,22],"networks":[11],"on":[12],"general-purpose":[13],"hardware":[14],"like":[15],"CPU":[16],"and":[17,35],"GPU,":[18],"but":[19],"optimizing":[20],"for":[21],"processing":[23],"units":[24,34],"(NPUs)":[25],"is":[26],"still":[27],"challenging":[28],"due":[29],"to":[30],"the":[31],"heterogeneous":[32],"compute":[33],"complicated":[36],"memory":[37],"hierarchy.":[38]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
