{"id":"https://openalex.org/W4415904746","doi":"https://doi.org/10.24963/kr.2025/65","title":"An Embarrassingly Parallel Model Counter","display_name":"An Embarrassingly Parallel Model Counter","publication_year":2025,"publication_date":"2025-11-01","ids":{"openalex":"https://openalex.org/W4415904746","doi":"https://doi.org/10.24963/kr.2025/65"},"language":null,"primary_location":{"id":"doi:10.24963/kr.2025/65","is_oa":true,"landing_page_url":"https://doi.org/10.24963/kr.2025/65","pdf_url":"https://proceedings.kr.org/2025/65/kr2025-0065-xu-et-al.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the TwentySecond International Conference on Principles of Knowledge Representation and Reasoning","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://proceedings.kr.org/2025/65/kr2025-0065-xu-et-al.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100413782","display_name":"Zheng Xu","orcid":"https://orcid.org/0000-0003-0648-0327"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenghang Xu","raw_affiliation_strings":["Key Laboratory of Applied Statistics of MOE, Northeast Normal University, Changchun, China","School of Information Science and Technology, Northeast Normal University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"School of Information Science and Technology, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023555343","display_name":"Minghao Yin","orcid":"https://orcid.org/0000-0002-6226-2394"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghao Yin","raw_affiliation_strings":["Key Laboratory of Applied Statistics of MOE, Northeast Normal University, Changchun, China","School of Information Science and Technology, Northeast Normal University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"School of Information Science and Technology, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017651167","display_name":"Jean-Marie Lagniez","orcid":"https://orcid.org/0000-0002-6557-4115"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Marie Lagniez","raw_affiliation_strings":["Univ. Artois, CNRS, CRIL, F-62300 Lens, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Artois, CNRS, CRIL, F-62300 Lens, France","institution_ids":["https://openalex.org/I44563897","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"670","last_page":"681"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8693000078201294,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8693000078201294,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.027300000190734863,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.018400000408291817,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/embarrassingly-parallel","display_name":"Embarrassingly parallel","score":0.9138000011444092},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6862000226974487},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.61080002784729},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5946000218391418},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5573999881744385},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5340999960899353},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.41589999198913574},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.36959999799728394},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.3587999939918518}],"concepts":[{"id":"https://openalex.org/C126909462","wikidata":"https://www.wikidata.org/wiki/Q5369501","display_name":"Embarrassingly parallel","level":3,"score":0.9138000011444092},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6862000226974487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6385999917984009},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.61080002784729},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5946000218391418},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5573999881744385},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5340999960899353},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4984999895095825},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3587999939918518},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C2777472644","wikidata":"https://www.wikidata.org/wiki/Q16968992","display_name":"Approximate inference","level":3,"score":0.30000001192092896},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.29350000619888306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2705000042915344},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.2680000066757202},{"id":"https://openalex.org/C106515295","wikidata":"https://www.wikidata.org/wiki/Q26806595","display_name":"Parallel processing","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C2781057727","wikidata":"https://www.wikidata.org/wiki/Q9941","display_name":"Parallel I/O","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2648000121116638},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.25369998812675476},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/kr.2025/65","is_oa":true,"landing_page_url":"https://doi.org/10.24963/kr.2025/65","pdf_url":"https://proceedings.kr.org/2025/65/kr2025-0065-xu-et-al.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the TwentySecond International Conference on Principles of Knowledge Representation and Reasoning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/kr.2025/65","is_oa":true,"landing_page_url":"https://doi.org/10.24963/kr.2025/65","pdf_url":"https://proceedings.kr.org/2025/65/kr2025-0065-xu-et-al.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the TwentySecond International Conference on Principles of Knowledge Representation and Reasoning","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5327151618","display_name":null,"funder_award_id":"61976050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7197601159","display_name":"EXPlainable artificial intelligence: a KnowlEdge CompilaTion FoundATION","funder_award_id":"ANR-19-CHIA-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8318455765","display_name":null,"funder_award_id":"ANR-19","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415904746.pdf","grobid_xml":"https://content.openalex.org/works/W4415904746.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Model":[0],"counting":[1],"(also":[2],"known":[3],"as":[4],"#SAT)":[5],"is":[6],"a":[7,34,42],"fundamental":[8],"problem":[9],"in":[10],"knowledge":[11],"representation":[12],"and":[13,65,89],"reasoning,":[14],"with":[15],"applications":[16],"ranging":[17],"from":[18],"probabilistic":[19],"inference":[20],"to":[21],"formal":[22],"verification.":[23],"However,":[24],"state-of-the-art":[25],"model":[26,47],"counters":[27],"are":[28],"limited":[29],"by":[30],"computational":[31],"resources":[32],"on":[33,77,82],"single":[35],"machine.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40],"propose":[41],"novel":[43],"distributed":[44],"framework":[45],"for":[46],"counting,":[48],"exploiting":[49],"the":[50,55,59,87],"embarrassingly":[51],"parallel":[52],"nature":[53],"of":[54,91],"problem.":[56],"By":[57],"decomposing":[58],"search":[60],"space":[61],"into":[62],"independent":[63],"subproblems":[64],"distributing":[66],"them":[67],"across":[68],"different":[69],"computation":[70],"nodes,":[71],"our":[72,92],"approach":[73],"achieves":[74],"near-linear":[75],"scalability":[76],"practical":[78],"instances.":[79],"Extensive":[80],"experiments":[81],"standard":[83],"benchmarks":[84],"demonstrate":[85],"both":[86],"effectiveness":[88],"efficiency":[90],"framework.":[93]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-05T00:00:00"}
