{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T21:55:12Z","timestamp":1757627712005,"version":"3.44.0"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"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":["62232004"],"award-info":[{"award-number":["62232004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,2]]},"DOI":"10.1109\/iwqos65803.2025.11143493","type":"proceedings-article","created":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T17:29:52Z","timestamp":1757438992000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["InfiniCL: Elastic Continual Learning for Resource-Constrained Edge Devices"],"prefix":"10.1109","author":[{"given":"Chenyu","family":"Lu","sequence":"first","affiliation":[{"name":"Southeast University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengyang","family":"Liu","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fang","family":"Dong","sequence":"additional","affiliation":[{"name":"Southeast University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Borui","family":"Li","sequence":"additional","affiliation":[{"name":"Southeast University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruiting","family":"Zhou","sequence":"additional","affiliation":[{"name":"Southeast University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shiyao","family":"Ji","sequence":"additional","affiliation":[{"name":"Southeast University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Continual learning: Applications and the road forward","volume-title":"Transactions on Machine Learning Research","author":"Verwimp","year":"2024"},{"key":"ref2","first-page":"744","article-title":"Online continual learning for embedded devices","volume-title":"Proceedings of The 1st Conference on Lifelong Learning Agents","volume":"199","author":"Hayes"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IROS55552.2023.10341474"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref5","article-title":"Experience replay for continual learning","volume":"32","author":"Rolnick","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref7","article-title":"Progressive neural networks","author":"Rusu","year":"2016","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00303"},{"key":"ref9","article-title":"A model or 603 exemplars: Towards memory-efficient class-incremental learning","author":"Zhou","year":"2023","journal-title":"ICLR"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00938"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3625687.3625804"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS61813.2024.10682916"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3409963.3410493"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3570361.3613297"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2494218"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS61813.2024.10682835"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS61813.2024.10682886"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-024-07711-7"},{"key":"ref21","article-title":"Mcunetv2: Memoryefficient patch-based inference for tiny deep learning","volume-title":"Annual Conference on Neural Information Processing Systems (NeurIPS)","author":"Lin","year":"2021"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1381","DOI":"10.1145\/3613424.3614307","article-title":"Pockengine: Sparse and efficient fine-tuning in a pocket","volume-title":"Proceedings of the 56th Annual IEEE\/ACM International Symposium on Microarchitecture","author":"Zhu","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3589335.3641250"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/BioCAS58349.2023.10388749"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530587"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS61813.2024.10682916"},{"key":"ref27","author":"Seo","year":"2024","journal-title":"Budgeted online continual learning by adaptive layer freezing and frequency-based sampling"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref29","year":"2016","journal-title":"Pytorch deep learning framework"},{"key":"ref30","author":"Krizhevsky","year":"2009","journal-title":"Learning multiple layers of features from tiny images"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00360"},{"key":"ref33","article-title":"Siesta: Efficient online continual learning with sleep","author":"Harun","year":"2023","journal-title":"arXiv preprint"},{"key":"ref34","first-page":"20366","article-title":"Sparcl: Sparse continual learning on the edge","volume":"35","author":"Wang","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00907"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02223"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3581791.3596852"},{"key":"ref38","author":"Cai","year":"2020","journal-title":"Tinytl: Reduce activations, not trainable parameters for efficient on-device learning"}],"event":{"name":"2025 IEEE\/ACM International Symposium on Quality of Service (IWQoS)","location":"Gold Coast, Australia","start":{"date-parts":[[2025,7,2]]},"end":{"date-parts":[[2025,7,4]]}},"container-title":["2025 IEEE\/ACM 33rd International Symposium on Quality of Service (IWQoS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11143240\/11143247\/11143493.pdf?arnumber=11143493","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T05:04:58Z","timestamp":1757480698000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11143493\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,2]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/iwqos65803.2025.11143493","relation":{},"subject":[],"published":{"date-parts":[[2025,7,2]]}}}