{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T10:45:11Z","timestamp":1783593911241,"version":"3.55.0"},"reference-count":64,"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"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62402430,62206248,62476238"],"award-info":[{"award-number":["62402430,62206248,62476238"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["20240048076001"],"award-info":[{"award-number":["20240048076001"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.00190","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"1957-1967","source":"Crossref","is-referenced-by-count":1,"title":["FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning"],"prefix":"10.1109","author":[{"given":"Qian","family":"Feng","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"JiaHang","family":"Tu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mintong","family":"Kang","sequence":"additional","affiliation":[{"name":"Department of Computer Science University of Illinois at Urbana-Champaign"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hanbin","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Computer Science University of Illinois at Urbana-Champaign"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hui","family":"Qian","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_9"},{"key":"ref2","first-page":"274","article-title":"Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples","volume-title":"In International conference on machine learning","author":"Athalye"},{"key":"ref3","article-title":"Measuring and regularizing networks in function space","author":"Benjamin","year":"2018","journal-title":"arXiv preprint"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73232-4_1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SP40001.2021.00019"},{"key":"ref6","first-page":"15920","article-title":"Dark experience for general continual learning: a strong, simple baseline","volume":"33","author":"Buzzega","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2015.35"},{"key":"ref8","article-title":"A unified framework for continual learning and machine unlearning","volume":"1","author":"Chatterjee","year":"2024","journal-title":"arXiv preprint"},{"key":"ref9","article-title":"Unlearn what you want to forget: Efficient unlearning for 11 ms","author":"Chen","year":"2023","journal-title":"arXiv preprint"},{"key":"ref10","first-page":"1","article-title":"Remaining-data-free machine unlearning by suppressing sample contribution","volume":"2","author":"Cheng","year":"2024","journal-title":"arXiv preprint"},{"key":"ref11","article-title":"Prompting4debugging: Redteaming text-to-image diffusion models by finding problematic prompts","volume":"1","author":"Chin","year":"2023","journal-title":"arXiv preprint"},{"key":"ref12","first-page":"7210","article-title":"Can bad teaching induce forgetting","volume-title":"unlearning in deep networks using an incompetent teacher. In Proceedings of the AAAI Conference on Artificial Intelligence","volume":"1","author":"Chundawat"},{"key":"ref13","article-title":"Why fine-tuning struggles with forgetting in machine unlearning? theoretical insights and a remedial approach","author":"Ding","year":"2024","journal-title":"arXiv preprint"},{"key":"ref14","article-title":"An image is worth $16 \\times 16$ words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv preprint"},{"key":"ref15","article-title":"Salun: Empowering machine unlearning via gradient-based weight saliency in both image classification and generation","volume":"2","author":"Fan","year":"2023","journal-title":"arXiv preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i11.29092"},{"key":"ref17","article-title":"Practical unlearning for large language models","author":"Gao","year":"2024","journal-title":"arXiv preprint"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i13.17371"},{"key":"ref19","article-title":"Gone but not forgotten: Improved benchmarks for machine unlearning","author":"Grimes","year":"2024","journal-title":"arXiv preprint"},{"key":"ref20","article-title":"Certified data removal from machine learning models","author":"Guo","year":"2019","journal-title":"arXiv preprint"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46487-9_6"},{"key":"ref22","article-title":"Parameter-efficient fine-tuning for large models: A comprehensive survey","author":"Han","year":"2024","journal-title":"arXiv preprint"},{"issue":"2","key":"ref23","first-page":"3","article-title":"Lora: Low-rank adaptation of large language models","volume":"1","author":"Hu","year":"2022","journal-title":"ICLR"},{"key":"ref24","article-title":"Unified gradient-based machine unlearning with remain geometry enhancement","author":"Huang","year":"2024","journal-title":"arXiv preprint"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.805"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2246"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref28","author":"Kumaravelu","journal-title":"Uncle: An unlearning framework for continual learning"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.52202\/075280-0095"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref31","first-page":"243","article-title":"Continual learning and private unlearning","volume-title":"In Conference on Lifelong Learning Agents","volume":"1","author":"Liu"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521274"},{"key":"ref33","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"Paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tdsc.2026.3658545"},{"key":"ref35","article-title":"Exploring incremental unlearning: Techniques, challenges, and future directions","volume":"1","author":"Qureshi","year":"2025","journal-title":"arXiv preprint"},{"key":"ref36","first-page":"1","article-title":"General data protection regulation","volume":"25","author":"Regulation","year":"2018","journal-title":"Intouch"},{"issue":"88","key":"ref37","article-title":"The right to be forgotten","volume":"64","author":"Rosen","year":"2011","journal-title":"Stan. L. Rev. Online"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3115\/1072228.1072379"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref40","article-title":"Gradient projection memory for continual learning","volume":"2","author":"Saha","year":"2021","journal-title":"arXiv preprint"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3486109"},{"key":"ref42","article-title":"Redefining machine unlearning: A conformal prediction-motivated approach","author":"Shi","year":"2025","journal-title":"arXiv preprint"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/137"},{"key":"ref44","article-title":"Overview of the english slot filling track at the tac2014 knowledge base population evaluation","volume-title":"Proc. Text Analysis Conference (TAC2014)","author":"Surdeanu"},{"key":"ref45","article-title":"Ce-sdwv: Effective and efficient concept erasure for text-to-image diffusion models via a semantic-driven word vocabulary","volume":"1","author":"Tu","year":"2025","journal-title":"arXiv preprint"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00984"},{"key":"ref47","author":"Wah","year":"2011","journal-title":"The caltech-ucsd birds-200\u20132011 dataset"},{"key":"ref48","first-page":"arXiv2403","article-title":"Has approximate machine unlearning been evaluated properly? from auditing to side effects","author":"Wang","year":"2024","journal-title":"arXiv e-prints"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3603620"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2024.3379240"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2026.3657354"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/556"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20083-0_6"},{"key":"ref54","article-title":"Learning face representation from scratch","author":"Yi","year":"2014","journal-title":"arXiv preprint"},{"key":"ref55","article-title":"Safree: Training-free and adaptive guard for safe text-to-image and video generation","volume":"2","author":"Yoon","year":"2024","journal-title":"arXiv preprint"},{"key":"ref56","first-page":"5824","article-title":"Gradient surgery for multi-task learning","volume":"33","author":"Yu","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref57","article-title":"Parameter-efficient fine-tuning for foundation models","author":"Zhang","year":"2025","journal-title":"arXiv preprint"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-023-01767-4"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20071-7_35"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02705"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2026.3654115"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00362"},{"key":"ref63","article-title":"Face transformer for recognition","author":"Zhong","year":"2021","journal-title":"arXiv preprint"},{"key":"ref64","article-title":"Modifying memories in transformer models","author":"Zhu","year":"2020","journal-title":"arXiv preprint"}],"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\/11445504.pdf?arnumber=11445504","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:18:39Z","timestamp":1777529919000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445504\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.00190","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}