{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T16:39:25Z","timestamp":1781887165037,"version":"3.54.5"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"SoC Lab through Khalifa University Center for Cyber-Physical Systems","award":["8474000137"],"award-info":[{"award-number":["8474000137"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tai.2025.3563144","type":"journal-article","created":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T13:59:25Z","timestamp":1745416765000},"page":"3273-3286","source":"Crossref","is-referenced-by-count":3,"title":["Efficient Transformer Inference Through Hybrid Dynamic Pruning"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-7543-6781","authenticated-orcid":false,"given":"Ghadeer A.","family":"Jaradat","sequence":"first","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6412-290X","authenticated-orcid":false,"given":"Mohammed F.","family":"Tolba","sequence":"additional","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7251-747X","authenticated-orcid":false,"given":"Ghada","family":"Alsuhli","sequence":"additional","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7185-0278","authenticated-orcid":false,"given":"Hani","family":"Saleh","sequence":"additional","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9600-8036","authenticated-orcid":false,"given":"Mahmoud","family":"Al-Qutayri","sequence":"additional","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3696-4958","authenticated-orcid":false,"given":"Thanos","family":"Stouraitis","sequence":"additional","affiliation":[{"name":"SoC Center, Khalifa University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref2","article-title":"Improving language understanding by generative pre-training","author":"Radford","year":"2018"},{"issue":"140","key":"ref3","first-page":"1","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":"ref4","article-title":"RoBERTa: A robustly optimized BERT pretraining approach","author":"Liu","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.703"},{"issue":"8","key":"ref6","first-page":"9","article-title":"Language models are unsupervised multitask learners","volume":"1","author":"Radford","year":"2019","journal-title":"OpenAI Blog"},{"key":"ref7","first-page":"3111","article-title":"Cross-lingual language model pretraining","volume":"32","author":"Conneau","year":"2019","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref10","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01186"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2022.3197282"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.232"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3170848"},{"key":"ref15","article-title":"Longformer: The long-document transformer","author":"Beltagy","year":"2020"},{"key":"ref16","first-page":"17283","article-title":"Big bird: Transformers for longer sequences","volume":"33","author":"Zaheer","year":"2020","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3530811"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/hpca47549.2020.00035"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA51647.2021.00018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2023.3273992"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3503222.3507738"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISQED51717.2021.9424344"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA52012.2021.00011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00015"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1580"},{"key":"ref26","first-page":"14014","article-title":"Are sixteen heads really better than one?","volume":"32","author":"Michel"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiopen.2021.05.003"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2023.3313445"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3088506"},{"key":"ref30","article-title":"Gaussian error linear units (GELUs)","author":"Hendrycks","year":"2016"},{"key":"ref31","first-page":"455","article-title":"Parsing with compositional vector grammars","volume-title":"Proc. 51st Annu. Meeting Assoc. Comput. Linguistics","author":"Socher","year":"2013"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.363"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD45719.2019.8942127"},{"key":"ref34","article-title":"Well-read students learn better: The impact of student initialization on knowledge distillation","author":"Turc","year":"2019"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-5446"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1424"},{"key":"ref37","article-title":"SynopsysDesignCompiler,\u201d","volume-title":"","year":"2022"},{"key":"ref38","article-title":"HWiNFO-hardware analysis, monitoring and reporting,","year":"2024"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3466752.3480125"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO56248.2022.00050"},{"key":"ref41","volume-title":"Integrated Circuits: A Design Perspective","author":"Rabaey","year":"1996"},{"key":"ref42","article-title":"TSMC\u2014Europractice information","year":"2023"},{"key":"ref43","article-title":"Freepdk45\u2014A 45nm open-source PDK","year":"2024"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11269951\/10975210.pdf?arnumber=10975210","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T07:00:43Z","timestamp":1764313243000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10975210\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":43,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3563144","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}