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This public page lists formally published work. Manuscripts under review remain private until a final decision is available.

Academic profile
ICML 2026 · Published

Lightweight Federated Incremental Learning via Decoupled Replay

Xiuying Wang, Yichen Li, Hang Su, Gaozhuo Liu, Shiwei Li, Chuang Zhao, Jiangming Shi, Imran Razzak

A lightweight feature-replay framework that reduces storage and communication overhead while mitigating catastrophic forgetting in federated incremental learning.

PDF
Li-FIL framework overview
Overview of the Li-FIL framework.

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After a paper is formally accepted, this page will add its main figure, abstract, contribution summary, PDF, code, data, BibTeX, video and citation information.