{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T17:35:28Z","timestamp":1761932128836,"version":"build-2065373602"},"reference-count":57,"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\/501100017677","name":"Shenzhen Science and Technology Program","doi-asserted-by":"publisher","award":["2023A007"],"award-info":[{"award-number":["2023A007"]}],"id":[{"id":"10.13039\/501100017677","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018537","name":"Jiangsu Provincial Science and Technology Major Special Project","doi-asserted-by":"publisher","award":["BG2024032"],"award-info":[{"award-number":["BG2024032"]}],"id":[{"id":"10.13039\/501100018537","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. VLSI Syst."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/tvlsi.2025.3589359","type":"journal-article","created":{"date-parts":[[2025,7,29]],"date-time":"2025-07-29T18:32:56Z","timestamp":1753813976000},"page":"3097-3108","source":"Crossref","is-referenced-by-count":0,"title":["DATA: A Memory-Efficient Deformable Transformer Accelerator via Neural Architecture Search"],"prefix":"10.1109","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3802-799X","authenticated-orcid":false,"given":"Mingfan","family":"Zhao","sequence":"first","affiliation":[{"name":"School of Integrated Circuits, Sun Yat-sen University, Shenzhen, China"}]},{"given":"Wendong","family":"Mao","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Sun Yat-sen University, Shenzhen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7227-4786","authenticated-orcid":false,"given":"Zhongfeng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Sun Yat-sen University, Shenzhen, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref2","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref3","first-page":"1118","article-title":"Multi-turn response selection for chatbots with deep attention matching network","volume-title":"Proc. 56th Annu. Meeting Assoc. Comput. Linguistics","author":"Zhou"},{"key":"ref4","article-title":"StructBERT: Incorporating language structures into pre-training for deep language understanding","author":"Wang","year":"2019","journal-title":"arXiv:1908.04577"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SLT48900.2021.9383575"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref7","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Touvron"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58548-8_7"},{"article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Dosovitskiy","key":"ref9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00475"},{"key":"ref12","article-title":"RegionViT: Regional-to-local attention for vision transformers","author":"Chen","year":"2021","journal-title":"arXiv:2106.02689"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01181"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00061"},{"key":"ref15","article-title":"Focal self-attention for local\u2013global interactions in vision transformers","author":"Yang","year":"2021","journal-title":"arXiv:2107.00641"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IROS58592.2024.10802476"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA46639.2022.9812325"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00588"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/DDCLS61622.2024.10606572"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-023-02525-y"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IROS58592.2024.10802056"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IROS58592.2024.10802240"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA51647.2021.00018"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA52012.2021.00060"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2024.3439600"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2023.3312775"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2022.3196055"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3649329.3657328"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00635"},{"key":"ref30","article-title":"LayerNAS: Neural architecture search in polynomial complexity","author":"Fan","year":"2023","journal-title":"arXiv:2304.11517"},{"key":"ref31","article-title":"SWAP-NAS: Sample-wise activation patterns for ultra-fast NAS","author":"Peng","year":"2024","journal-title":"arXiv:2403.04161"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2023.3327965"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.89"},{"article-title":"Deformable DETR: Deformable transformers for end-to-end object detection","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Zhu","key":"ref34"},{"key":"ref35","first-page":"10760","article-title":"AlphaNet: Improved training of supernets with alpha-divergence","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wang"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2020.3000519"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2017.2767204"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3370748.3406567"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ISQED51717.2021.9424344"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3431920.3439477"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICFPT56656.2022.9974463"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11213550"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3197489"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2022.3213521"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323651"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3549937"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA56546.2023.10071047"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3649476.3658810"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2023.3272050"},{"key":"ref50","article-title":"An memory-efficient framework for deformable transformer with neural architecture search","volume-title":"arXiv:2507.11549","author":"Mao","year":"2025"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/SOCC.2016.7905501"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"article-title":"Caltech-256 object category dataset","year":"2007","author":"Griffin","key":"ref53"},{"volume-title":"The PASCAL Visual Object Classes Challenge 2012 (VOC2012) Results","year":"2012","author":"Everingham","key":"ref54"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3182990"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ISVLSI54635.2022.00032"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2017.2688340"}],"container-title":["IEEE Transactions on Very Large Scale Integration (VLSI) Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/92\/11222394\/11098962.pdf?arnumber=11098962","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T17:15:15Z","timestamp":1761930915000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11098962\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":57,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tvlsi.2025.3589359","relation":{},"ISSN":["1063-8210","1557-9999"],"issn-type":[{"type":"print","value":"1063-8210"},{"type":"electronic","value":"1557-9999"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}