{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T15:49:40Z","timestamp":1781884180034,"version":"3.54.5"},"reference-count":76,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.01634","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"17587-17597","source":"Crossref","is-referenced-by-count":2,"title":["QR-LoRA: Efficient and Disentangled Fine-Tuning via QR Decomposition for Customized Generation"],"prefix":"10.1109","author":[{"given":"Jiahui","family":"Yang","sequence":"first","affiliation":[{"name":"Harbin Institute of Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongjia","family":"Ma","sequence":"additional","affiliation":[{"name":"Li Auto"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Donglin","family":"Di","sequence":"additional","affiliation":[{"name":"Chongqing Research Institute of HIT"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianxun","family":"Cui","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Li","sequence":"additional","affiliation":[{"name":"Li Auto"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Chen","sequence":"additional","affiliation":[{"name":"Li Auto"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Xie","sequence":"additional","affiliation":[{"name":"Li Auto"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xun","family":"Yang","sequence":"additional","affiliation":[{"name":"USTC"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wangmeng","family":"Zuo","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3641519.3657423"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/wacv57701.2024.00526"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/BF02288367"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.52202\/075280-0714"},{"key":"ref6","article-title":"Scaling rectified flow transformers for high-resolution image synthesis","volume-title":"Forty-first International Conference on Machine Learning","author":"Esser","year":"2024"},{"key":"ref7","article-title":"Lora-x: Bridging foundation models with training-free cross-model adaptation","author":"Farhadzadeh","year":"2025","journal-title":"ICLR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72684-2_11"},{"key":"ref9","author":"Gal","year":"2022","journal-title":"An image is worth one word: Personalizing text-toimage generation using textual inversion"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-86940-2_10"},{"key":"ref11","article-title":"Matrix computations johns hopkins university press","volume":"41","author":"Golub","year":"1996","journal-title":"Baltimore and London"},{"key":"ref12","article-title":"Mix-of-show: Decentralized low-rank adaptation for multi-concept customization of diffusion models","author":"Gu","year":"2023","journal-title":"NeurIPS"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00673"},{"key":"ref14","author":"Hertz","year":"2022","journal-title":"Prompt-to-prompt image editing with cross attention control"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00457"},{"key":"ref16","first-page":"6840","article-title":"Denoising diffusion probabilistic models","author":"Ho","year":"2020","journal-title":"NeurIPS"},{"key":"ref17","author":"Edward","year":"2021","journal-title":"Lora: Low-rank adaptation of large language models"},{"key":"ref18","first-page":"867","article-title":"Zero-shot text-guided object generation with fields","author":"Jain","year":"2022","journal-title":"CVPR"},{"key":"ref19","author":"Jang","year":"2024","journal-title":"Decor:decomposition and projection of text embeddings for text-to-image customization"},{"key":"ref20","author":"Jeong","year":"2024","journal-title":"Visual style prompting with swapping selfattention"},{"key":"ref21","first-page":"26565","article-title":"Elucidating the design space of diffusion-based generative models","author":"Karras","year":"2022","journal-title":"NeurIPS"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2858"},{"key":"ref23","author":"Kingma","year":"2014","journal-title":"Adam: A method for stochastic optimization"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00192"},{"key":"ref25","volume-title":"Labs. Flux","author":"Forest","year":"2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02183"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.243"},{"key":"ref28","article-title":"Vb-lora: Extreme parameter efficient fine-tuning with vector banks","volume-title":"The 38th Conference on Neural Information Processing Systems (NeurIPS)","author":"Li","year":"2024"},{"key":"ref29","author":"Lingam","year":"2024","journal-title":"Svft: Parameter-efficient fine-tuning with singular vectors"},{"key":"ref30","author":"Lipman","year":"2022","journal-title":"Flow matching for generative modeling"},{"key":"ref31","author":"Liu","year":"2024","journal-title":"Unziplora: Separating content and style from a single image"},{"key":"ref32","author":"Liu","year":"2022","journal-title":"Flow straight and fast: Learning to generate and transfer data with rectified flow"},{"key":"ref33","author":"Liu","year":"2024","journal-title":"Adamole: Fine-tuning large language models with adaptive mixture of low-rank adaptation experts"},{"key":"ref34","author":"Ma","year":"2025","journal-title":"Tuning-free long video generation via global-local collaborative diffusion"},{"key":"ref35","author":"Ma","year":"2025","journal-title":"Adams bashforth moulton solver for inversion and editing in rectified flow"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.52202\/079017-3846"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00585"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i5.28226"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.52202\/079017-1958"},{"key":"ref40","first-page":"8162","author":"Quinn Nichol","year":"2021","journal-title":"Improved denoising diffusion probabilistic models"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.60"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00387"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00761"},{"key":"ref44","author":"Podell","year":"2023","journal-title":"Sdxl: Improving latent diffusion models for high-resolution image synthesis"},{"key":"ref45","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford","year":"2021"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00223"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02155"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73232-4_24"},{"key":"ref50","article-title":"Unleashing the power of task-specific directions in parameter efficient fine-tuning","volume-title":"The Thirteenth International Conference on Learning Representations","author":"Si","year":"2025"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01231"},{"key":"ref52","first-page":"36","author":"Sohn","year":"2024","journal-title":"Styledrop: Text-to-image synthesis of any style. Advances in Neural Information Processing Systems"},{"key":"ref53","article-title":"Denoising diffusion implicit models","author":"Song","year":"2021","journal-title":"ICLR"},{"key":"ref54","article-title":"Score-based generative modeling through stochastic differential equations","author":"Song","year":"2021","journal-title":"ICLR"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00516"},{"key":"ref56","volume-title":"Genmo Team. Mochi 1","year":"2024"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.52202\/079017-0304"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00191"},{"key":"ref59","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref60","volume-title":"Diffusers: State-of-the-art diffusion models","author":"von Platen","year":"2022"},{"key":"ref61","author":"Wang","year":"2024","journal-title":"Instantstyle: Free lunch towards stylepreserving in text-to-image generation"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00189"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02227-z"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2026.3657354"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00391"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2025.3587105"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02091"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462823"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3140611"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-023-4084-6"},{"key":"ref71","author":"Yang","year":"2024","journal-title":"Cogvideox: Text-to-video diffusion models with an expert transformer"},{"key":"ref72","author":"Ye","year":"2023","journal-title":"Ipadapter: Text compatible image prompt adapter for text-toimage diffusion models"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"ref74","author":"Zhong","year":"2024","journal-title":"Multi-lora composition for image generation"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00319"},{"key":"ref76","article-title":"Cached multi-lora composition for multiconcept image generation","author":"Zou","year":"2025","journal-title":"ICLR"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11445381.pdf?arnumber=11445381","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:32:04Z","timestamp":1777613524000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445381\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01634","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}