{"id":"https://openalex.org/W2997579412","doi":"https://doi.org/10.1109/iccad45719.2019.8942164","title":"GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance","display_name":"GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2997579412","doi":"https://doi.org/10.1109/iccad45719.2019.8942164","mag":"2997579412"},"language":"en","primary_location":{"id":"doi:10.1109/iccad45719.2019.8942164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad45719.2019.8942164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","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/A5079056437","display_name":"Keren Zhu","orcid":"https://orcid.org/0000-0003-2698-141X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Keren Zhu","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112385275","display_name":"Mingjie Liu","orcid":"https://orcid.org/0000-0002-8399-2134"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingjie Liu","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000933188","display_name":"Yibo Lin","orcid":"https://orcid.org/0000-0002-0977-2774"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yibo Lin","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063480857","display_name":"Biying Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Biying Xu","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030597298","display_name":"Shaolan Li","orcid":"https://orcid.org/0000-0002-2736-5451"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaolan Li","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066653944","display_name":"Xiyuan Tang","orcid":"https://orcid.org/0000-0003-2181-9042"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiyuan Tang","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070329670","display_name":"Nan Sun","orcid":"https://orcid.org/0000-0002-5536-8385"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nan Sun","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011883763","display_name":"David Z. Pan","orcid":"https://orcid.org/0000-0002-5705-2501"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Z. Pan","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5079056437"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":4.3611,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.950729,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9997000098228455,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9997000098228455,"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9961000084877014,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/routing","display_name":"Routing (electronic design automation)","score":0.7937449216842651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7901045680046082},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6090771555900574},{"id":"https://openalex.org/keywords/network-routing","display_name":"Network routing","score":0.525032103061676},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5178625583648682},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.46725839376449585},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4530175030231476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43995529413223267},{"id":"https://openalex.org/keywords/placement","display_name":"Placement","score":0.43175312876701355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4008883833885193},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.35817766189575195},{"id":"https://openalex.org/keywords/physical-design","display_name":"Physical design","score":0.3458978235721588},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3230801224708557},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15910521149635315},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.13434576988220215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13320079445838928}],"concepts":[{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.7937449216842651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7901045680046082},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6090771555900574},{"id":"https://openalex.org/C2983435990","wikidata":"https://www.wikidata.org/wiki/Q22725","display_name":"Network routing","level":3,"score":0.525032103061676},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5178625583648682},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.46725839376449585},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4530175030231476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43995529413223267},{"id":"https://openalex.org/C117690923","wikidata":"https://www.wikidata.org/wiki/Q1484784","display_name":"Placement","level":4,"score":0.43175312876701355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4008883833885193},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35817766189575195},{"id":"https://openalex.org/C188817802","wikidata":"https://www.wikidata.org/wiki/Q13426855","display_name":"Physical design","level":3,"score":0.3458978235721588},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3230801224708557},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15910521149635315},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.13434576988220215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13320079445838928},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad45719.2019.8942164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad45719.2019.8942164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","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":40,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W569478347","https://openalex.org/W1922010483","https://openalex.org/W1959608418","https://openalex.org/W1980849695","https://openalex.org/W2030156619","https://openalex.org/W2034646262","https://openalex.org/W2034833782","https://openalex.org/W2040648442","https://openalex.org/W2045221862","https://openalex.org/W2045697850","https://openalex.org/W2055606474","https://openalex.org/W2065257040","https://openalex.org/W2067870394","https://openalex.org/W2137046572","https://openalex.org/W2141897596","https://openalex.org/W2146519106","https://openalex.org/W2200927532","https://openalex.org/W2295569708","https://openalex.org/W2402144811","https://openalex.org/W2467604901","https://openalex.org/W2792627863","https://openalex.org/W2802784419","https://openalex.org/W2909697628","https://openalex.org/W2937035371","https://openalex.org/W2945462300","https://openalex.org/W2945764596","https://openalex.org/W2946543926","https://openalex.org/W2946585760","https://openalex.org/W2946795101","https://openalex.org/W2953384591","https://openalex.org/W2962694510","https://openalex.org/W3174668475","https://openalex.org/W4232735308","https://openalex.org/W4236728296","https://openalex.org/W4237782389","https://openalex.org/W4249900664","https://openalex.org/W6640963894","https://openalex.org/W6713134421","https://openalex.org/W6717888560"],"related_works":["https://openalex.org/W1966563007","https://openalex.org/W2155675690","https://openalex.org/W1964677779","https://openalex.org/W2398519252","https://openalex.org/W2110346573","https://openalex.org/W1976154696","https://openalex.org/W2129468521","https://openalex.org/W2108092114","https://openalex.org/W2391887037","https://openalex.org/W4280560843"],"abstract_inverted_index":{"Due":[0],"to":[1,18,38,59,85,93],"sensitive":[2],"layout-dependent":[3],"effects":[4],"and":[5,81],"varied":[6],"performance":[7,32,84],"metrics,":[8],"analog":[9,52],"routing":[10,41,53,61],"automation":[11],"for":[12],"performance-driven":[13],"layout":[14,28,67],"synthesis":[15],"is":[16],"difficult":[17],"generalize.":[19],"Existing":[20],"research":[21],"has":[22],"proposed":[23,73],"a":[24,48],"number":[25],"of":[26,91,95],"heuristic":[27],"constraints":[29],"targeting":[30],"specific":[31],"metrics.":[33],"However,":[34],"previous":[35],"frameworks":[36],"fail":[37],"automatically":[39],"combine":[40],"with":[42],"human":[43],"intelligence.":[44],"This":[45],"paper":[46],"proposes":[47],"novel,":[49],"fully":[50],"automated,":[51],"paradigm":[54],"that":[55,71],"leverages":[56],"machine":[57],"learning":[58],"provide":[60],"guidance,":[62],"mimicking":[63],"the":[64,72],"sophisticated":[65],"manual":[66,86],"approaches.":[68],"Experiments":[69],"show":[70],"methodology":[74],"obtains":[75],"significant":[76],"improvements":[77],"over":[78],"existing":[79],"techniques":[80],"achieves":[82],"competitive":[83],"layouts":[87],"while":[88],"being":[89],"capable":[90],"generalizing":[92],"circuits":[94],"different":[96],"functionality.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}