{"id":"https://openalex.org/W3012450843","doi":"https://doi.org/10.1145/3372780.3378173","title":"Understanding Graphs in EDA","display_name":"Understanding Graphs in EDA","publication_year":2020,"publication_date":"2020-03-20","ids":{"openalex":"https://openalex.org/W3012450843","doi":"https://doi.org/10.1145/3372780.3378173","mag":"3012450843"},"language":"en","primary_location":{"id":"doi:10.1145/3372780.3378173","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372780.3378173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Symposium on Physical Design","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/A5071995111","display_name":"Yuzhe Ma","orcid":"https://orcid.org/0000-0002-3612-4182"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuzhe Ma","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039671544","display_name":"Zhuolun He","orcid":"https://orcid.org/0009-0009-4909-6588"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhuolun He","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318079","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-9822-6021"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388609","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-1275-9247"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051340429","display_name":"Bei Yu","orcid":"https://orcid.org/0000-0001-6406-4810"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Bei Yu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":8.9457,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.98907769,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9952999949455261,"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":0.9952999949455261,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/netlist","display_name":"Netlist","score":0.8375543355941772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7794315218925476},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.5526899099349976},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.545068621635437},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5263603925704956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45990368723869324},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.437024861574173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3750631511211395},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12066638469696045}],"concepts":[{"id":"https://openalex.org/C177650935","wikidata":"https://www.wikidata.org/wiki/Q1760303","display_name":"Netlist","level":2,"score":0.8375543355941772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7794315218925476},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.5526899099349976},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.545068621635437},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5263603925704956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45990368723869324},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.437024861574173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3750631511211395},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12066638469696045},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3372780.3378173","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372780.3378173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Symposium on Physical Design","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-120487","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000719342700018","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W262134526","https://openalex.org/W1528837436","https://openalex.org/W1662382123","https://openalex.org/W1675335411","https://openalex.org/W1971739315","https://openalex.org/W1977294468","https://openalex.org/W1978998136","https://openalex.org/W1987980734","https://openalex.org/W1990485341","https://openalex.org/W1993999542","https://openalex.org/W2018082951","https://openalex.org/W2035887689","https://openalex.org/W2046079692","https://openalex.org/W2054938277","https://openalex.org/W2067228890","https://openalex.org/W2080267935","https://openalex.org/W2090971357","https://openalex.org/W2092377129","https://openalex.org/W2093576521","https://openalex.org/W2103869040","https://openalex.org/W2110827694","https://openalex.org/W2116621052","https://openalex.org/W2121318693","https://openalex.org/W2121427769","https://openalex.org/W2131713326","https://openalex.org/W2134427430","https://openalex.org/W2139906443","https://openalex.org/W2143286762","https://openalex.org/W2144008498","https://openalex.org/W2151983530","https://openalex.org/W2152190733","https://openalex.org/W2156916628","https://openalex.org/W2165825852","https://openalex.org/W2187089797","https://openalex.org/W2227557434","https://openalex.org/W2293147384","https://openalex.org/W2330850558","https://openalex.org/W2342679249","https://openalex.org/W2397159571","https://openalex.org/W2465015709","https://openalex.org/W2468907370","https://openalex.org/W2519887557","https://openalex.org/W2538780316","https://openalex.org/W2559655401","https://openalex.org/W2579549467","https://openalex.org/W2598043874","https://openalex.org/W2604314403","https://openalex.org/W2624431344","https://openalex.org/W2625434482","https://openalex.org/W2626178240","https://openalex.org/W2751111909","https://openalex.org/W2759045585","https://openalex.org/W2771551340","https://openalex.org/W2798339053","https://openalex.org/W2805177834","https://openalex.org/W2806115886","https://openalex.org/W2807021761","https://openalex.org/W2809218910","https://openalex.org/W2809465272","https://openalex.org/W2883160951","https://openalex.org/W2892880750","https://openalex.org/W2899885603","https://openalex.org/W2911061557","https://openalex.org/W2914161519","https://openalex.org/W2945365184","https://openalex.org/W2945759188","https://openalex.org/W2949126383","https://openalex.org/W2963224980","https://openalex.org/W2965857891","https://openalex.org/W2971933740","https://openalex.org/W2979250009","https://openalex.org/W2995345478","https://openalex.org/W3085990079","https://openalex.org/W3100848837","https://openalex.org/W3140592728","https://openalex.org/W4210257598","https://openalex.org/W4234309643","https://openalex.org/W4240388913","https://openalex.org/W4297733535","https://openalex.org/W6647480571","https://openalex.org/W6675656062","https://openalex.org/W6719270105","https://openalex.org/W6751569023","https://openalex.org/W6757788297","https://openalex.org/W6758105487","https://openalex.org/W6767098714","https://openalex.org/W6807384801"],"related_works":["https://openalex.org/W2170314243","https://openalex.org/W2098869417","https://openalex.org/W3012060364","https://openalex.org/W2106223679","https://openalex.org/W2503215586","https://openalex.org/W4388675521","https://openalex.org/W2108135022","https://openalex.org/W3148810651","https://openalex.org/W2789077243","https://openalex.org/W2898772359"],"abstract_inverted_index":{"As":[0],"the":[1,17,26,37,45,95,98,119,160],"scale":[2],"of":[3,19,33,44,49,97,121,130,162],"integrated":[4],"circuits":[5],"keeps":[6],"increasing,":[7],"it":[8,41],"is":[9,13,32,42],"witnessed":[10],"that":[11],"there":[12],"a":[14,113,128,140],"surge":[15],"in":[16,36,55,90,143],"research":[18],"electronic":[20],"design":[21],"automation":[22],"(EDA)":[23],"to":[24,51,116,147,158],"make":[25],"technology":[27,38],"node":[28],"scaling":[29],"happen.":[30],"Graph":[31],"great":[34],"significance":[35],"evolution":[39],"since":[40],"one":[43],"most":[46],"natural":[47],"ways":[48],"abstraction":[50],"many":[52,64],"fundamental":[53],"objects":[54],"EDA":[56,65,148,166],"problems":[57,66,76,104],"like":[58],"netlist":[59],"and":[60,62,92],"layout,":[61],"hence":[63],"are":[67,77,150,156],"essentially":[68],"graph":[69,103,145,163],"problems.":[70],"Traditional":[71],"approaches":[72],"for":[73,133],"solving":[74],"these":[75],"mostly":[78],"based":[79],"on":[80,137,165],"analytical":[81],"solutions":[82],"or":[83,108],"heuristic":[84],"algorithms,":[85],"which":[86],"require":[87],"substantial":[88],"efforts":[89],"designing":[91],"tuning.":[93],"With":[94],"emergence":[96],"learning":[99,107,110,136,146,164],"techniques,":[100],"dealing":[101],"with":[102,105],"machine":[106,135],"deep":[109],"has":[111],"become":[112],"potential":[114,161],"way":[115],"further":[117],"improve":[118],"quality":[120],"solutions.":[122],"In":[123],"this":[124],"paper,":[125],"we":[126],"discuss":[127],"set":[129],"key":[131],"techniques":[132],"conducting":[134],"graphs.":[138],"Particularly,":[139],"few":[141],"challenges":[142],"applying":[144],"applications":[149],"highlighted.":[151],"Furthermore,":[152],"two":[153],"case":[154],"studies":[155],"presented":[157],"demonstrate":[159],"applications.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
