{"id":"https://openalex.org/W4386075259","doi":"https://doi.org/10.1109/isit54713.2023.10206636","title":"Learning to Code on Graphs for Topological Interference Management","display_name":"Learning to Code on Graphs for Topological Interference Management","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386075259","doi":"https://doi.org/10.1109/isit54713.2023.10206636"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","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/A5033809816","display_name":"Zhiwei Shan","orcid":"https://orcid.org/0000-0002-4533-0869"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhiwei Shan","raw_affiliation_strings":["University of Liverpool,Liverpool,England,L69 3GJ"],"affiliations":[{"raw_affiliation_string":"University of Liverpool,Liverpool,England,L69 3GJ","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029033908","display_name":"Xinping Yi","orcid":"https://orcid.org/0000-0001-5163-2364"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xinping Yi","raw_affiliation_strings":["University of Liverpool,Liverpool,England,L69 3GJ"],"affiliations":[{"raw_affiliation_string":"University of Liverpool,Liverpool,England,L69 3GJ","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462720","display_name":"Yu Han","orcid":"https://orcid.org/0000-0003-1462-1118"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Han Yu","raw_affiliation_strings":["Chalmers University of Technology,Gothenburg,Sweden,SE41296"],"affiliations":[{"raw_affiliation_string":"Chalmers University of Technology,Gothenburg,Sweden,SE41296","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005241000","display_name":"Chung-Shou Liao","orcid":"https://orcid.org/0000-0001-9196-4478"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Shou Liao","raw_affiliation_strings":["National Tsing Hua University,Hsinchu,Taiwan,30013"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University,Hsinchu,Taiwan,30013","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013079905","display_name":"Shi Jin","orcid":"https://orcid.org/0000-0003-0271-6021"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Jin","raw_affiliation_strings":["Southeast University,Nanjing,China,210096"],"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China,210096","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033809816"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":null,"apc_paid":null,"fwci":0.8033,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71939879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2386","last_page":"2391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9987000226974487,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9902999997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7395333647727966},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7316723465919495},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6823157668113708},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.6137700080871582},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5586004853248596},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.5279002785682678},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5260847806930542},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4908598065376282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44034257531166077},{"id":"https://openalex.org/keywords/topological-graph-theory","display_name":"Topological graph theory","score":0.43545883893966675},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41559356451034546},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3817787766456604},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33848488330841064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3127554655075073},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17792969942092896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16516873240470886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12933072447776794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7395333647727966},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7316723465919495},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6823157668113708},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.6137700080871582},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5586004853248596},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.5279002785682678},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5260847806930542},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4908598065376282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44034257531166077},{"id":"https://openalex.org/C157406716","wikidata":"https://www.wikidata.org/wiki/Q4115842","display_name":"Topological graph theory","level":5,"score":0.43545883893966675},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41559356451034546},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3817787766456604},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33848488330841064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3127554655075073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17792969942092896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16516873240470886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12933072447776794},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit54713.2023.10206636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.chalmers.se:537613","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/537613","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W223060654","https://openalex.org/W630423399","https://openalex.org/W1556758352","https://openalex.org/W1935743411","https://openalex.org/W1966060873","https://openalex.org/W1971130823","https://openalex.org/W1997920583","https://openalex.org/W2008006577","https://openalex.org/W2008620264","https://openalex.org/W2018480107","https://openalex.org/W2029523490","https://openalex.org/W2030549587","https://openalex.org/W2038110714","https://openalex.org/W2050687505","https://openalex.org/W2061819450","https://openalex.org/W2064785247","https://openalex.org/W2094224753","https://openalex.org/W2124637492","https://openalex.org/W2168000780","https://openalex.org/W2290233960","https://openalex.org/W2310614892","https://openalex.org/W2342251229","https://openalex.org/W2603140525","https://openalex.org/W2623112027","https://openalex.org/W2625678754","https://openalex.org/W2736601468","https://openalex.org/W2783559759","https://openalex.org/W2949314569","https://openalex.org/W2962711740","https://openalex.org/W2962771785","https://openalex.org/W2962932213","https://openalex.org/W2964015378","https://openalex.org/W2964231443","https://openalex.org/W2966623281","https://openalex.org/W2970982053","https://openalex.org/W2981898663","https://openalex.org/W3009052662","https://openalex.org/W3015658753","https://openalex.org/W3036460062","https://openalex.org/W3041685368","https://openalex.org/W3044251643","https://openalex.org/W3095302632","https://openalex.org/W3101428945","https://openalex.org/W3124748013","https://openalex.org/W3191285805","https://openalex.org/W3196864093","https://openalex.org/W4210810812","https://openalex.org/W4294558607","https://openalex.org/W4312040389","https://openalex.org/W4386075259","https://openalex.org/W6633232371","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6741002519","https://openalex.org/W6747916894","https://openalex.org/W6754929296","https://openalex.org/W6767478059","https://openalex.org/W6773956970","https://openalex.org/W6779166518","https://openalex.org/W6785130019"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W4220879026","https://openalex.org/W3162488011","https://openalex.org/W2023097472","https://openalex.org/W4280566556"],"abstract_inverted_index":{"The":[0,77],"state-of-the-art":[1],"coding":[2,52],"schemes":[3],"for":[4,13],"topological":[5,56],"interference":[6,57],"management":[7],"(TIM)":[8],"problems":[9],"are":[10,100],"usually":[11],"handcrafted":[12],"specific":[14],"families":[15],"of":[16,68,86],"network":[17,108],"topologies,":[18],"relying":[19],"critically":[20],"on":[21,105],"experts'":[22],"domain":[23],"knowledge.":[24],"This":[25,41],"inevitably":[26],"restricts":[27],"the":[28,38,44,65,81,87,91],"potential":[29],"wider":[30],"applications":[31],"to":[32,37,47,54,102],"wireless":[33],"communication":[34],"systems,":[35],"due":[36],"limited":[39],"generalizability.":[40],"work":[42,103],"makes":[43],"first":[45],"attempt":[46],"advocate":[48],"a":[49],"novel":[50],"intelligent":[51],"approach":[53],"mimic":[55],"alignment":[58],"via":[59],"local":[60],"graph":[61,69],"coloring":[62],"algorithms,":[63],"leveraging":[64],"new":[66,106],"advances":[67],"neural":[70],"networks":[71],"(GNNs)":[72],"and":[73,84],"reinforcement":[74],"learning":[75],"(RL).":[76],"extensive":[78],"experiments":[79],"demonstrate":[80],"excellent":[82],"generalizability":[83],"transferability":[85],"proposed":[88],"approach,":[89],"where":[90],"parameterized":[92],"GNNs":[93],"trained":[94],"by":[95],"small":[96],"size":[97],"TIM":[98],"instances":[99],"able":[101],"well":[104],"unseen":[107],"topologies":[109],"with":[110],"larger":[111],"size.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-20T23:13:51.555489","created_date":"2025-10-10T00:00:00"}