{"id":"https://openalex.org/W3171722105","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443326","title":"Decentralized Wireless Resource Allocation with Graph Neural Networks","display_name":"Decentralized Wireless Resource Allocation with Graph Neural Networks","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3171722105","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443326","mag":"3171722105"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf51394.2020.9443326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100710652","display_name":"Zhiyang Wang","orcid":"https://orcid.org/0000-0001-6124-6571"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiyang Wang","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091474691","display_name":"Mark Eisen","orcid":"https://orcid.org/0000-0002-5877-7950"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Eisen","raw_affiliation_strings":["Intel Labs, Hillsboro, OR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs, Hillsboro, OR","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078862959","display_name":"Alejandro Ribeiro","orcid":"https://orcid.org/0000-0003-4230-9906"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandro Ribeiro","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9368,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73542881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9975000023841858,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.738594114780426},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5992888808250427},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.565940260887146},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5315646529197693},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5007634162902832},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4516250491142273},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42984068393707275},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4227057099342346},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3566584587097168},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2827536463737488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19932124018669128},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13185355067253113},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1021815836429596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.738594114780426},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5992888808250427},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.565940260887146},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5315646529197693},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5007634162902832},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4516250491142273},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42984068393707275},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4227057099342346},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3566584587097168},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2827536463737488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19932124018669128},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13185355067253113},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1021815836429596}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf51394.2020.9443326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1970830346","https://openalex.org/W1975186862","https://openalex.org/W1990488619","https://openalex.org/W2100755644","https://openalex.org/W2106781603","https://openalex.org/W2155027007","https://openalex.org/W2185199324","https://openalex.org/W2592120495","https://openalex.org/W2616867685","https://openalex.org/W2741401130","https://openalex.org/W2783558323","https://openalex.org/W2785400394","https://openalex.org/W2797462110","https://openalex.org/W2798598284","https://openalex.org/W2859887037","https://openalex.org/W2883094398","https://openalex.org/W2898754723","https://openalex.org/W2954382124","https://openalex.org/W2963000651","https://openalex.org/W2968782695","https://openalex.org/W2969195240","https://openalex.org/W2971598376","https://openalex.org/W3005761304","https://openalex.org/W3047578702","https://openalex.org/W3102812201","https://openalex.org/W6683204974","https://openalex.org/W6734554788","https://openalex.org/W6748660893","https://openalex.org/W6766987357"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2086348228","https://openalex.org/W2350679292","https://openalex.org/W1982750869","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"We":[0,12,82],"consider":[1],"the":[2,21,33,38,67,89],"problem":[3,18],"of":[4,40,50,88],"optimal":[5,22],"decentralized":[6],"resource":[7,23,91],"allocation":[8,24,34,92],"in":[9],"wireless":[10,80],"networks.":[11],"formulate":[13],"a":[14,27,48,84],"constrained":[15],"statistical":[16],"learning":[17],"to":[19,72],"design":[20],"policy":[25,93],"with":[26,70,96,113],"localized":[28],"information":[29,54],"structure.":[30],"To":[31],"represent":[32],"policy,":[35],"we":[36],"propose":[37],"use":[39],"Aggregation":[41],"Graph":[42],"Neural":[43],"Networks":[44],"(Agg-GNNs),":[45],"which":[46],"take":[47],"sequence":[49,69],"graph":[51,75],"aggregated":[52],"state":[53],"obtained":[55],"locally":[56],"at":[57],"each":[58],"transmitter":[59],"from":[60],"multi-hop":[61],"neighbors":[62],"as":[63],"an":[64,73,97],"input.":[65],"Moreover,":[66],"aggregation":[68],"respect":[71],"interference":[74],"is":[76,107],"formed":[77],"naturally":[78],"through":[79],"transmission.":[81],"demonstrate":[83],"permutation":[85],"equivariance":[86],"property":[87],"resulting":[90],"and":[94],"train":[95],"unsupervised,":[98],"model":[99],"free":[100],"primal":[101],"dual":[102],"method.":[103],"The":[104],"proposed":[105],"strategy":[106],"verified":[108],"by":[109],"numerical":[110],"simulations":[111],"compared":[112],"several":[114],"state-of-the-art":[115],"methods.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
