3 papers
cs.IT2026
Lossy Compression for Sparse Aggregation
Yijun Fan, Fangwei Ye, Raymond W. Yeung
We consider the problem of transmitting sparse local updates to the server in a distributed learning system. Specifically, the system consists of clients, each possessing a …
eess.IV2024
Imitation Learning for Adaptive Video Streaming with Future Adversarial Information Bottleneck Principle
Shuoyao Wang, Jiawei Lin, Fangwei Ye
Adaptive video streaming plays a crucial role in ensuring high-quality video streaming services. Despite extensive research efforts devoted to Adaptive BitRate (ABR) techniques, th…
eess.SP2024
Compression before Fusion: Broadcast Semantic Communication System for Heterogeneous Tasks
Mingze Gong, Shuoyao Wang, Fangwei Ye +1
Semantic communication has emerged as new paradigm shifts in 6G from the conventional syntax-oriented communications. Recently, the wireless broadcast technology has been introduce…