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Huifang Sun

2 accepted papers

2025

Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract)

AAAI 2025technical

To diminish the substantial communication costs incurred by federated learning during the training of the global model and enhance the model update efficiency across both clients and server domains, we have integrated knowledge distillation into the federated learning framework. This integration has…

Cited by 0SourcePDFScholar
2025

Emerging Advances in Learned Video Compression: Models, Systems and Beyond

IJCAI 2025

Video compression is a fundamental topic in the visual intelligence, bridging visual signal sensing/capturing and high-level visual analytics. The broad success of artificial intelligence (AI) technology has enriched the horizon of video compression into novel paradigms by leveraging end-to-end opti

Cited by 0SourcePDFScholar