Sixing Tan

works on

class overlap 1 continual learning 1 federated learning 1 knowledge retention 1 streaming data 1

From the 1 of 2 linked papers with an AI index.

collaborators

Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Knowledge-Aware Evolution for Task-Free Streaming Federated Continual Learning with Arbitrary Class Overlap

Sixing Tan, Xianmin Liu

The paper introduces FedKACE, a method for federated continual learning that works without task labels and handles streaming data with overlapping classes by adaptively switching i…