HyungJune Lee*

Pick-a-back: Selective Device-to-Device Knowledge Transfer in Federated Continual Learning

"With the explosion of edge intelligence, leveraging federated indirect knowledge has become crucial for boosting the tasks of individual learners. However, the conventional approach to knowledge reuse often leads to catastrophic forgetting issues. In this paper, we revisit the concept of continual…