{"id":"https://openalex.org/W7162678954","doi":"https://doi.org/10.1016/j.neunet.2026.109176","title":"Hypergraph mixer WaveNet: A lightweight spatio-temporal framework utilizing hypergraphs for high-order spatial modeling in traffic forecasting","display_name":"Hypergraph mixer WaveNet: A lightweight spatio-temporal framework utilizing hypergraphs for high-order spatial modeling in traffic forecasting","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W7162678954","doi":"https://doi.org/10.1016/j.neunet.2026.109176","pmid":"https://pubmed.ncbi.nlm.nih.gov/42235474"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2026.109176","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109176","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5114556494","display_name":"Nguyen-Huu An","orcid":"https://orcid.org/0009-0009-3001-6912"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen-Huu An","raw_affiliation_strings":["Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: nguyenhuuan@tdtu.edu.vn"],"raw_orcid":"https://orcid.org/0009-0009-3001-6912","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: nguyenhuuan@tdtu.edu.vn","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114556493","display_name":"Dung-Cam Quang","orcid":"https://orcid.org/0000-0002-9324-4199"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dung-Cam Quang","raw_affiliation_strings":["Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: dungcamquang@tdtu.edu.vn"],"raw_orcid":"https://orcid.org/0000-0002-9324-4199","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: dungcamquang@tdtu.edu.vn","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017407091","display_name":"Van-Vang Le","orcid":"https://orcid.org/0000-0002-2870-4240"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van-Vang Le","raw_affiliation_strings":["Natural Language Processing and Knowledge Discovery Research Group, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: levanvang@tdtu.edu.vn"],"raw_orcid":"https://orcid.org/0000-0002-2870-4240","affiliations":[{"raw_affiliation_string":"Natural Language Processing and Knowledge Discovery Research Group, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: levanvang@tdtu.edu.vn","institution_ids":["https://openalex.org/I141445968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017407091"],"corresponding_institution_ids":["https://openalex.org/I141445968"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77758015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"203","issue":null,"first_page":"109176","last_page":"109176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8324000239372253,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8324000239372253,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.02800000086426735,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.015699999406933784,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.7684999704360962},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.5343000292778015},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49050000309944153},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.42399999499320984},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.36660000681877136},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.7684999704360962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.654699981212616},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.5343000292778015},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49050000309944153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4699999988079071},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4212999939918518},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.36660000681877136},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3158000111579895},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28999999165534973},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.2896000146865845}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2026.109176","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109176","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:42235474","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42235474","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural networks : the official journal of the International Neural Network Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2051300307","https://openalex.org/W2068078373","https://openalex.org/W2892880750","https://openalex.org/W2903871660","https://openalex.org/W2965341826","https://openalex.org/W2987440502","https://openalex.org/W2996847713","https://openalex.org/W2997848713","https://openalex.org/W3034749137","https://openalex.org/W3045202147","https://openalex.org/W3085990079","https://openalex.org/W3123909522","https://openalex.org/W3159027943","https://openalex.org/W4285236514","https://openalex.org/W4309734258","https://openalex.org/W4367301163","https://openalex.org/W4379116774","https://openalex.org/W4390263698","https://openalex.org/W4390547377","https://openalex.org/W4392901722","https://openalex.org/W4394790048","https://openalex.org/W4401979937","https://openalex.org/W4402526787","https://openalex.org/W4405080537","https://openalex.org/W4407590314"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-05-29T00:00:00"}