{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T13:17:13Z","timestamp":1775913433201,"version":"3.50.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62225107"],"award-info":[{"award-number":["62225107"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62371124"],"award-info":[{"award-number":["62371124"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation on Frontier Leading Technology Basic Research Project of Jiangsu","award":["BK20222001"],"award-info":[{"award-number":["BK20222001"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2242022k60002"],"award-info":[{"award-number":["2242022k60002"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100018919","name":"Major Key Project of Peng Cheng Laboratory","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018919","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2024,9]]},"DOI":"10.1109\/twc.2024.3374352","type":"journal-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T20:25:17Z","timestamp":1710793517000},"page":"10667-10682","source":"Crossref","is-referenced-by-count":8,"title":["Automatic High-Performance Neural Network Construction for Channel Estimation in IRS-Aided Communications"],"prefix":"10.1109","volume":"23","author":[{"given":"Haoqing","family":"Shi","sequence":"first","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3616-4616","authenticated-orcid":false,"given":"Yongming","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0271-6021","authenticated-orcid":false,"given":"Shi","family":"Jin","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3528-558X","authenticated-orcid":false,"given":"Zheng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1474-1806","authenticated-orcid":false,"given":"Luxi","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Information Science and Engineering and the National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC55385.2023.10118973"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2922609"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2936025"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3051897"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3212537"},{"key":"ref6","article-title":"Channel estimation for wireless communication systems assisted by large intelligent surfaces","author":"Lin","year":"2019","journal-title":"arXiv:1911.02158"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3210532"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3123674"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2919685"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3000807"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2961656"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.2979709"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.2969870"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3147590"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3158024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3100148"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053695"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2023.3246264"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2019.2898944"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2019.2925975"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3073309"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3132305"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3233970"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1611.01578"},{"key":"ref27","first-page":"2546","article-title":"Algorithms for hyper-parameter optimization","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","author":"Bergstra"},{"key":"ref28","article-title":"Minimum risk training for neural machine translation","author":"Shen","year":"2015","journal-title":"arXiv:1512.02433"},{"key":"ref29","volume-title":"Learning to Learn","author":"Thrun","year":"2012"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3223066"},{"key":"ref31","first-page":"4095","article-title":"Efficient neural architecture search via parameters sharing","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","author":"Pham"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01099"},{"key":"ref34","article-title":"ProxylessNAS: Direct neural architecture search on target task and hardware","author":"Cai","year":"2018","journal-title":"arXiv:1812.00332"},{"key":"ref35","article-title":"DARTS: Differentiable architecture search","author":"Liu","year":"2018","journal-title":"arXiv:1806.09055"},{"key":"ref36","first-page":"1","article-title":"Rethinking architecture selection in differentiable NAS","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Wang"},{"key":"ref37","first-page":"1","article-title":"DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications","volume-title":"Proc. Inf. Theory Appl. Workshop (ITA)","author":"Alkhateeb"},{"key":"ref38","first-page":"1723","article-title":"Truncated back-propagation for bilevel optimization","volume-title":"Proc. 22nd Int. Conf. Artif. Intell. Statist.","author":"Shaban"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00747"},{"key":"ref40","article-title":"Striving for simplicity: The all convolutional net","author":"Springenberg","year":"2014","journal-title":"arXiv:1412.6806"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00371"},{"key":"ref42","first-page":"737","article-title":"Hyperparameter optimization with approximate gradient","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Pedregosa"},{"key":"ref43","first-page":"1165","article-title":"Forward and reverse gradient-based hyperparameter optimization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Franceschi"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3132674"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref46","article-title":"DARTS-: Robustly stepping out of performance collapse without indicators","author":"Chu","year":"2020","journal-title":"arXiv:2009.01027"},{"key":"ref47","article-title":"SGDR: Stochastic gradient descent with warm restarts","author":"Loshchilov","year":"2016","journal-title":"arXiv:1608.03983"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2019.8929465"},{"key":"ref49","first-page":"8011","article-title":"Spectral signatures in backdoor attacks","volume-title":"Proc. NeurIPS","author":"Tran"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3064073"},{"key":"ref51","first-page":"10462","article-title":"Disentangling trainability and generalization in deep neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Xiao"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7693\/10678775\/10472929.pdf?arnumber=10472929","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T18:12:13Z","timestamp":1726164733000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10472929\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9]]},"references-count":51,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/twc.2024.3374352","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9]]}}}