{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T13:27:02Z","timestamp":1769866022999,"version":"3.49.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T00:00:00Z","timestamp":1761436800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T00:00:00Z","timestamp":1761436800000},"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","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,26]]},"DOI":"10.1109\/iccad66269.2025.11240791","type":"proceedings-article","created":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T18:39:34Z","timestamp":1763663974000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["Diff-DiT: Temporal Differential Accelerator for Low-bit Diffusion Transformers on FPGA"],"prefix":"10.1109","author":[{"given":"Shidi","family":"Tang","sequence":"first","affiliation":[{"name":"School of Integrated Circuit, Southeast University"}]},{"given":"Pengwei","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Integrated Circuit, Southeast University"}]},{"given":"Ruiqi","family":"Chen","sequence":"additional","affiliation":[{"name":"ETRO, Vrije Universiteit Brussel"}]},{"given":"Yuxuan","family":"Lv","sequence":"additional","affiliation":[{"name":"School of Integrated Circuit, Southeast University"}]},{"given":"Bruno","family":"Da Silva","sequence":"additional","affiliation":[{"name":"ETRO, Vrije Universiteit Brussel"}]},{"given":"Ming","family":"Ling","sequence":"additional","affiliation":[{"name":"School of Integrated Circuit, Southeast University"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00387"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"issue":"47","key":"ref3","first-page":"1","article-title":"Cascaded diffusion models for high fidelity image generation","volume":"23","author":"Ho","year":"2022","journal-title":"Journal of Machine Learning Research"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01117"},{"key":"ref5","first-page":"27 953","article-title":"Flexible diffusion modeling of long videos","volume":"35","author":"Harvey","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref7","first-page":"10 347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"International Conference on machine learning","author":"Touvron"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/iccv51070.2023.02117"},{"key":"ref9","article-title":"Vidit-q: Efficient and accurate quantization of diffusion transformers for image and video generation","author":"Zhao","year":"2024"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01608"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00196"},{"key":"ref12","article-title":"Ptq4dit: Post-training quantization for diffusion transformers","volume-title":"The Thirty-eighth Annual Conference on Neural Information Processing Systems","author":"Wu"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52734.2025.02636"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA61900.2025.00035"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA59077.2024.00070"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3706628.3708864"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323752"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3490422.3502364"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3626202.3637562"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/FPL64840.2024.00044"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3676536.3676733"},{"key":"ref23","article-title":"Post training 4-bit quantization of convolutional networks for rapid-deployment","volume":"32","author":"Banner","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3658617.3697788"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA61900.2025.00034"},{"key":"ref26","first-page":"55 502","article-title":"Dpm-solver-v3: Improved diffusion ode solver with empirical model statistics","volume":"36","author":"Zheng","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01492"},{"key":"ref28","first-page":"85 203","article-title":"Faster diffusion: Rethinking the role of the encoder for diffusion model inference","volume":"37","author":"Li","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/FPL57034.2022.00035"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2022.3197489"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3656177"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA56546.2023.10071015"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM51124.2021.00012"},{"key":"ref35","first-page":"8780","article-title":"Diffusion models beat gans on image synthesis","volume":"34","author":"Dhariwal","year":"2021","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2025 IEEE\/ACM International Conference On Computer Aided Design (ICCAD)","location":"Munich, Germany","start":{"date-parts":[[2025,10,26]]},"end":{"date-parts":[[2025,10,30]]}},"container-title":["2025 IEEE\/ACM International Conference On Computer Aided Design (ICCAD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11240608\/11240621\/11240791.pdf?arnumber=11240791","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T20:59:12Z","timestamp":1769806752000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11240791\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,26]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/iccad66269.2025.11240791","relation":{},"subject":[],"published":{"date-parts":[[2025,10,26]]}}}