{"id":"https://openalex.org/W4408151755","doi":"https://doi.org/10.1145/3658617.3697736","title":"PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement","display_name":"PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4408151755","doi":"https://doi.org/10.1145/3658617.3697736"},"language":"en","primary_location":{"id":"doi:10.1145/3658617.3697736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658617.3697736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Asia and South Pacific Design Automation Conference","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/A5001193041","display_name":"L. Z. Chen","orcid":"https://orcid.org/0000-0001-5900-1719"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lin Chen","raw_affiliation_strings":["The Hong Kong Univ. of Science and Tech./Huawei Noah's Ark Lab, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Univ. of Science and Tech./Huawei Noah's Ark Lab, Hong Kong, Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086690890","display_name":"Ran Chen","orcid":"https://orcid.org/0000-0002-9363-5325"},"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":"Ran Chen","raw_affiliation_strings":["Huawei Noah's Ark Lab, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031217579","display_name":"Shoubo Hu","orcid":null},"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":"Shoubo Hu","raw_affiliation_strings":["Huawei Noah's Ark Lab, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033561795","display_name":"Xufeng Yao","orcid":"https://orcid.org/0000-0002-7994-6290"},"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":"Xufeng Yao","raw_affiliation_strings":["The Chinese Univ. of Hong Kong/Huawei Noah's Ark Lab, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese Univ. of Hong Kong/Huawei Noah's Ark Lab, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100587181","display_name":"Zhentao Tang","orcid":null},"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":"Zhentao Tang","raw_affiliation_strings":["Huawei Noah's Ark Lab, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107963655","display_name":"Shixiong Kai","orcid":"https://orcid.org/0009-0006-1563-3179"},"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":"Shixiong Kai","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101819650","display_name":"Siyuan Xu","orcid":"https://orcid.org/0000-0001-6239-6774"},"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":"Siyuan Xu","raw_affiliation_strings":["Huawei Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Shenzhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078949174","display_name":"Mingxuan Yuan","orcid":"https://orcid.org/0000-0002-2236-8784"},"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":"Mingxuan Yuan","raw_affiliation_strings":["Huawei Noah's Ark Lab, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047509839","display_name":"Jianye Hao","orcid":"https://orcid.org/0000-0002-0422-8235"},"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":"Jianye Hao","raw_affiliation_strings":["Huawei Noah's Ark Lab, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","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":["Chinese Univ. of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Chinese Univ. of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013248987","display_name":"Jiang Xu","orcid":"https://orcid.org/0000-0001-9089-7752"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang Xu","raw_affiliation_strings":["Hong Kong Univ. of Science and Tech. (GZ), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Univ. of Science and Tech. (GZ), Guangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5001193041"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7075,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92070797,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"781","last_page":"787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9715999960899353,"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"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9715999960899353,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9670000076293945,"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"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9603000283241272,"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/printed-circuit-board","display_name":"Printed circuit board","score":0.7864394783973694},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5403082966804504},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12610581517219543}],"concepts":[{"id":"https://openalex.org/C120793396","wikidata":"https://www.wikidata.org/wiki/Q173350","display_name":"Printed circuit board","level":2,"score":0.7864394783973694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403082966804504},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12610581517219543}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3658617.3697736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658617.3697736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-162210","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-162210","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W878371158","https://openalex.org/W2097571405","https://openalex.org/W2140068846","https://openalex.org/W2147899388","https://openalex.org/W2317744239","https://openalex.org/W2556694355","https://openalex.org/W2609535666","https://openalex.org/W3126985692","https://openalex.org/W3169291081","https://openalex.org/W3171752851","https://openalex.org/W3209924365","https://openalex.org/W4212820080","https://openalex.org/W4214717370","https://openalex.org/W4382323407"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4252608911","https://openalex.org/W2184913151","https://openalex.org/W2389426768","https://openalex.org/W3147987719","https://openalex.org/W2599361292","https://openalex.org/W2698654916","https://openalex.org/W2907188494"],"abstract_inverted_index":{"Recently,":[0],"printed":[1],"circuit":[2],"board":[3],"(PCB)":[4],"placement":[5],"has":[6,18],"emerged":[7],"as":[8],"a":[9,50,71,82],"significant":[10],"challenge":[11],"since":[12],"the":[13,22,34],"scale":[14],"of":[15,24,27,36],"PCB":[16,37,57],"designs":[17],"rapidly":[19],"enlarged.":[20],"Furthermore,":[21],"presence":[23],"various":[25],"types":[26],"constraints":[28,61],"with":[29],"differing":[30],"tolerance":[31],"priorities":[32],"hampers":[33],"automation":[35],"layout":[38,77],"design,":[39],"necessitating":[40],"substantial":[41],"manual":[42],"effort.":[43],"To":[44],"address":[45],"this":[46],"problem,":[47],"we":[48],"introduce":[49],"novel":[51],"agent-based":[52],"framework":[53,66,100],"that":[54,98],"automatically":[55],"generates":[56],"layouts":[58],"meeting":[59],"industrial":[60,95],"through":[62],"user":[63],"interactions.":[64],"This":[65],"includes":[67],"two":[68],"main":[69],"agents:":[70],"reinforcement":[72],"learning":[73],"(RL)-based":[74],"agent":[75,87],"for":[76,88],"inference":[78],"and":[79,81],"fine-tuning,":[80],"large":[83],"language":[84],"model":[85],"(LLM)-based":[86],"interactive":[89],"optimization.":[90],"Experimental":[91],"results":[92],"on":[93],"17":[94],"tasks":[96],"show":[97],"our":[99],"outperforms":[101],"other":[102],"state-of-the-art":[103],"methods.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
