{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T13:03:33Z","timestamp":1775912613899,"version":"3.50.1"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"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":["61960206008"],"award-info":[{"award-number":["61960206008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014219","name":"National Science Fund for Distinguished Young Scholars","doi-asserted-by":"publisher","award":["62025205"],"award-info":[{"award-number":["62025205"]}],"id":[{"id":"10.13039\/501100014219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62032020"],"award-info":[{"award-number":["62032020"]}],"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":["62102317"],"award-info":[{"award-number":["62102317"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tmc.2023.3316388","type":"journal-article","created":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T18:41:22Z","timestamp":1695667282000},"page":"2485-2503","source":"Crossref","is-referenced-by-count":7,"title":["AdaEvo: Edge-Assisted Continuous and Timely DNN Model Evolution for Mobile Devices"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-1548-080X","authenticated-orcid":false,"given":"Lehao","family":"Wang","sequence":"first","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9905-3238","authenticated-orcid":false,"given":"Zhiwen","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9172-0768","authenticated-orcid":false,"given":"Haoyi","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4402-1260","authenticated-orcid":false,"given":"Sicong","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1589-6567","authenticated-orcid":false,"given":"Yaxiong","family":"Xie","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, University at Buffalo, Buffalo, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6097-2467","authenticated-orcid":false,"given":"Bin","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7352-8955","authenticated-orcid":false,"given":"Yunxin","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3304109.3306217"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2797697"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN.2018.8436956"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.312"},{"key":"ref5","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst.","author":"Ren"},{"key":"ref6","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00972"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3241539.3241559"},{"key":"ref9","first-page":"269","article-title":"Focus: Querying large video datasets with low latency and low cost","volume-title":"Proc. 13th USENIX Conf. Operating Syst. Des. Implementation","author":"Hsieh"},{"key":"ref10","article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding","author":"Han","year":"2015"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00881"},{"key":"ref12","first-page":"1135","article-title":"Learning both weights and connections for efficient neural network","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst.","author":"Han"},{"key":"ref13","article-title":"Pruning filters for efficient ConvNets","author":"Li","year":"2017"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01285"},{"key":"ref15","first-page":"442","article-title":"Tensorizing neural networks","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst.","author":"Novikov"},{"key":"ref16","article-title":"Distilling the knowledge in a neural network","author":"Hinton","year":"2015"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013771"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3448125"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2523813"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2876857"},{"key":"ref21","first-page":"119","article-title":"Ekya: Continuous learning of video analytics models on edge compute servers","volume-title":"Proc. 19th USENIX Symp. Netw. Syst. Des. Implementation","author":"Bhardwaj"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262170055.001.0001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.06.019"},{"key":"ref24","article-title":"Lifelong learning with dynamically expandable networks","author":"Yoon","year":"2017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00367"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3104089"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00453"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref29","volume-title":"Flask Web Development","author":"Grinberg","year":"2018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800220110"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01482"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2022.12.024"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2809695.2809711"},{"key":"ref35","first-page":"12878","article-title":"Data-free knowledge distillation for heterogeneous federated learning","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","author":"Zhu"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729586"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00070"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3190508.3190517"},{"key":"ref40","article-title":"The de Moivre-Laplace central limit theorem","author":"Dunbar","year":"2011","journal-title":"Topics Probability Theory Stochastic Processes"},{"key":"ref42","article-title":"Custom object detection via multi-camera self-supervised learning","author":"Lu","year":"2021"},{"key":"ref43","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yosinski"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58583-9_12"},{"key":"ref45","first-page":"14","article-title":"Pruning-aware merging for efficient multitask inference","volume-title":"Proc. 27th ACM SIGKDD Conf. Knowl. Discov. Data Mining","author":"Gao"},{"key":"ref46","article-title":"MMDetection: Open MMLab detection toolbox and benchmark","author":"Chen","year":"2019"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00271"},{"key":"ref48","article-title":"Resnet in resnet: Generalizing residual architectures","author":"Targ","year":"2016"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00352"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.3641638"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/483"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.104966"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2367775"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2024.103953"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405874"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405887"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3448628"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/10916419\/10262377.pdf?arnumber=10262377","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T06:47:49Z","timestamp":1741330069000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10262377\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":56,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2023.3316388","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}