{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T10:02:30Z","timestamp":1766484150058,"version":"3.37.3"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"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":["61701439,61731002"],"award-info":[{"award-number":["61701439,61731002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1109\/globecom42002.2020.9322206","type":"proceedings-article","created":{"date-parts":[[2021,1,26]],"date-time":"2021-01-26T00:51:27Z","timestamp":1611622287000},"page":"1-6","source":"Crossref","is-referenced-by-count":6,"title":["Efficient Deep Structure Learning for Resource-Limited IoT Devices"],"prefix":"10.1109","author":[{"given":"Shibo","family":"Shen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rongpeng","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhifeng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honggang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Pruning convolutional neural networks for resource efficient inference","author":"molchanov","year":"2017","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref11","article-title":"Pruning filters for efficient convnets","author":"li","year":"2017","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.298"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.541"},{"key":"ref14","article-title":"Sparse networks from scratch: Faster training without losing performance","author":"dettmers","year":"2019","journal-title":"arXiv preprint arXiv 1907 09977"},{"key":"ref15","article-title":"Differentially private federated learning for resource-constrained Internet of Things","author":"hu","year":"2020","journal-title":"arXiv preprint arXiv 2003 13874"},{"key":"ref16","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"Technical Report"},{"key":"ref17","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref19","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","author":"howard","year":"2017","journal-title":"arXiv preprint arXiv 1704 04861"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2750765"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2844341"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700202"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2844296"},{"key":"ref8","article-title":"Imagenet: A large-scale hierarchical image database","author":"jia","year":"2009","journal-title":"The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2958962"},{"key":"ref2","article-title":"A survey of machine and deep learning methods for Internet of Things (IoT) security","author":"al-garadi","year":"2018","journal-title":"arXiv preprint arXiv 1807 11023"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2683200"},{"key":"ref9","first-page":"1135","article-title":"Learning both weights and connections for efficient neural network","volume":"28","author":"han","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref20","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"Proc of the International Conference on Machine Learning (ICML)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.155"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00290"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/309"}],"event":{"name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","start":{"date-parts":[[2020,12,7]]},"location":"Taipei, Taiwan","end":{"date-parts":[[2020,12,11]]}},"container-title":["GLOBECOM 2020 - 2020 IEEE Global Communications Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9322055\/9321973\/09322206.pdf?arnumber=9322206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:57:05Z","timestamp":1656345425000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9322206\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/globecom42002.2020.9322206","relation":{},"subject":[],"published":{"date-parts":[[2020,12]]}}}