{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T14:04:33Z","timestamp":1762351473939,"version":"build-2065373602"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFC3303200"],"award-info":[{"award-number":["2022YFC3303200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82430108"],"award-info":[{"award-number":["82430108"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Guangdong Basic and Applied Basic Research Foundation","doi-asserted-by":"publisher","award":["2024A1515010229","2023A1515012111"],"award-info":[{"award-number":["2024A1515010229","2023A1515012111"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen-Hong Kong-Macao Science and Technology Plan Project-Category C Project","award":["SGDX20210823103537030"],"award-info":[{"award-number":["SGDX20210823103537030"]}]},{"name":"Key Laboratory of Smart Education of Guangdong Higher Education Institutes, Jinan University","award":["2022LSYS003"],"award-info":[{"award-number":["2022LSYS003"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/tai.2024.3413688","type":"journal-article","created":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T14:27:43Z","timestamp":1718288863000},"page":"2870-2883","source":"Crossref","is-referenced-by-count":0,"title":["Optimizing Neural Network Training: A Markov Chain Approach for Resource Conservation"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2460-7758","authenticated-orcid":false,"given":"Ke","family":"Wang","sequence":"first","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-1375-0065","authenticated-orcid":false,"given":"Xianting","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3000-448X","authenticated-orcid":false,"given":"Cong","family":"Tan","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3975-8500","authenticated-orcid":false,"given":"Siu-Ming","family":"Yiu","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4438-8740","authenticated-orcid":false,"given":"Zicong","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6206-6342","authenticated-orcid":false,"given":"Xiaolin","family":"Lei","sequence":"additional","affiliation":[{"name":"College of Information Science and Technology, Jinan University, Guangzhou, China"}]}],"member":"263","reference":[{"issue":"1","key":"ref1","first-page":"5485","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"Raffel","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00097"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00020"},{"article-title":"Understanding intermediate layers using linear classifier probes","year":"2016","author":"Alain","key":"ref7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598831"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934659"},{"article-title":"PCACE: A statistical approach to ranking neurons for CNN interpretability","year":"2021","author":"Casacuberta","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.3030418"},{"key":"ref12","article-title":"A unified approach to interpreting model predictions","volume-title":"Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg","year":"2017"},{"key":"ref13","first-page":"3110","article-title":"Neural logic reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Jiang","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2869694"},{"article-title":"Mathematics of deep learning","year":"2017","author":"Vidal","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17299"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3175218"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3285634"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43421-1_13"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2014.07.012"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.aml.2020.106479"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2018.08.048"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.nahs.2019.01.007"},{"article-title":"On the stationary distribution of the noisy voter model","year":"2021","author":"Pymar","key":"ref24"},{"article-title":"The combinatorics of hopping particles and positivity in Markov chains","year":"2022","author":"Williams","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2012-10"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16552"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054548"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2955686"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-75155-w"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-022-00343-y"},{"key":"ref32","first-page":"5241","article-title":"GMNN: Graph Markov neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Qu","year":"2019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00161"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00293"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11224646\/10557251.pdf?arnumber=10557251","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T18:38:50Z","timestamp":1762281530000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10557251\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":34,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tai.2024.3413688","relation":{},"ISSN":["2691-4581"],"issn-type":[{"type":"electronic","value":"2691-4581"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}