most citedPromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model

12 citations · 20 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 12 cited

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model

Tao Guo, Song Guo, Junxiao Wang +1

Quick global aggregation of effective distributed parameters is crucial to federated learning (FL), which requires adequate bandwidth for parameters communication and sufficient us…

cs.IT2022★ 8 cited

Semantic Compression with Side Information: A Rate-Distortion Perspective

Tao Guo, Yizhu Wang, Jie Han +3

We consider the semantic rate-distortion problem motivated by task-oriented video compression. The semantic information corresponding to the task, which is not observable to the en…