{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,25]],"date-time":"2026-07-25T16:03:40Z","timestamp":1784995420546,"version":"3.55.0"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100011796","name":"Beijing Polytechnic College","doi-asserted-by":"publisher","award":["BGY2024 KY-20Z"],"award-info":[{"award-number":["BGY2024 KY-20Z"]}],"id":[{"id":"10.13039\/501100011796","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Intell. Transport. Syst. Mag."],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/mits.2025.3525848","type":"journal-article","created":{"date-parts":[[2025,2,4]],"date-time":"2025-02-04T13:38:21Z","timestamp":1738676301000},"page":"44-55","source":"Crossref","is-referenced-by-count":6,"title":["MambaTraffic: Contrastive Traffic Flow Prediction With Spatial\u2013Temporal State Space Models"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3853-7706","authenticated-orcid":false,"given":"Yulin","family":"Tian","sequence":"first","affiliation":[{"name":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiyi","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuqing","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing E-Hualu Information Technology Co., Ltd., Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lu","family":"Wei","sequence":"additional","affiliation":[{"name":"College of Urban Safety Engineering, Beijing Polytechnic College, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuchen","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing General Municipal Engineering Design &amp; Research Institute Co., Ltd., Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Zhu","sequence":"additional","affiliation":[{"name":"Beijing E-Hualu Information Technology Co., Ltd., Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0120-9183","authenticated-orcid":false,"given":"Xuedong","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/mits.2023.3335126"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2004.837824"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2023.104258"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2023.3257759"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2010.2060218"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/mits.2024.3400679"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/mits.2018.2842249"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/mis.2004.22"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.90"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/482"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/rs14020303"},{"key":"ref12","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023"},{"key":"ref13","first-page":"62,429","article-title":"Vision mamba: Efficient visual representation learning with bidirectional state space model","volume-title":"Proc. 41st Int. Conf. Mach. Learn.","author":"Zhu","year":"2025"},{"key":"ref14","article-title":"MambaOcc: Visual state space model for BEV-based occupancy prediction with local adaptive reordering","author":"Tian","year":"2024"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/mis.2022.3221342"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2020.3026836"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.01.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s12544-015-0170-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2016.2643005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2023.3254905"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tce.2023.3335155"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2023.3311585"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-023-01189-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/505"},{"key":"ref25","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2019.2935152"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25555"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3217301"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015668"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/tits.2023.3234512"},{"key":"ref31","article-title":"A survey of Mamba","author":"Qu","year":"2024"},{"key":"ref32","article-title":"Jamba: A hybrid transformer-mamba language model","author":"Lieber","year":"2024"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.naacl-long.467"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72111-3_54"},{"key":"ref35","article-title":"U-Mamba: Enhancing long-range dependency for biomedical image segmentation","author":"Ma","year":"2024"},{"key":"ref36","article-title":"VMamba: Visual state space model","author":"Liu","year":"2024"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10735"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.069"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5477"},{"key":"ref40","first-page":"17,804","article-title":"Adaptive graph convolutional recurrent network for traffic forecasting","volume-title":"Proc. 34th Int. Conf. Neural Inf. Proc. Syst.","volume":"33","author":"Bai","year":"2020"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5438"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16542"}],"container-title":["IEEE Intelligent Transportation Systems Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5117645\/11073758\/10870411.pdf?arnumber=10870411","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,9]],"date-time":"2025-07-09T23:19:24Z","timestamp":1752103164000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10870411\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/mits.2025.3525848","relation":{},"ISSN":["1939-1390","1941-1197"],"issn-type":[{"value":"1939-1390","type":"print"},{"value":"1941-1197","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7]]}}}