{"id":"https://openalex.org/W7134183236","doi":"https://doi.org/10.1109/bigdata66926.2025.11401737","title":"Accelerating Graph Neural Network Inference in Heterogeneous Computing Environments","display_name":"Accelerating Graph Neural Network Inference in Heterogeneous Computing Environments","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134183236","doi":"https://doi.org/10.1109/bigdata66926.2025.11401737"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5128342842","display_name":"Yukun Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yukun Cui","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128352438","display_name":"Feng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128372343","display_name":"Zheng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Chen","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128367681","display_name":"Wei Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lu","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359033","display_name":"Tong Li","orcid":"https://orcid.org/0000-0002-6805-9565"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Li","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128337482","display_name":"Xinyi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Zhang","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030940266","display_name":"Shuang Liu","orcid":"https://orcid.org/0000-0003-0101-9486"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Liu","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002374780","display_name":"Yifan Sun","orcid":"https://orcid.org/0000-0002-4082-5379"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Sun","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007412252","display_name":"Xinke Du","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Du","raw_affiliation_strings":["School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)"],"affiliations":[{"raw_affiliation_string":"School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering (MOE)","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5128342842"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86174535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7311","last_page":"7320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.949400007724762,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.949400007724762,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.5009999871253967},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.4943999946117401},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4900999963283539},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48190000653266907},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.3086000084877014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7020000219345093},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5009999871253967},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.4943999946117401},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4900999963283539},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48190000653266907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4772999882698059},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31850001215934753},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.3086000084877014},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2743000090122223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8035987858","display_name":null,"funder_award_id":"62461146205,62322213,U25B2018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2028301248","https://openalex.org/W2070232376","https://openalex.org/W2114719509","https://openalex.org/W2131363892","https://openalex.org/W2149294210","https://openalex.org/W2600702321","https://openalex.org/W2734368966","https://openalex.org/W2795226127","https://openalex.org/W2807021761","https://openalex.org/W2809583854","https://openalex.org/W2888958910","https://openalex.org/W2891870102","https://openalex.org/W2970929262","https://openalex.org/W3087592560","https://openalex.org/W3132454468","https://openalex.org/W3154000858","https://openalex.org/W3206504463","https://openalex.org/W3211021267","https://openalex.org/W4224322855","https://openalex.org/W4281764441","https://openalex.org/W4312728416","https://openalex.org/W4382568006","https://openalex.org/W4396758741","https://openalex.org/W4408029667","https://openalex.org/W4409310868","https://openalex.org/W4412825909"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-03-09T00:00:00"}