activity
20172026
most citedHierarchical Federated Learning with Quantization: Convergence Analysis and System Design

164 citations · 450 across the 67 of their papers we have counts for

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2 papers · 1 filter

cs.CV2025

Multi-Modal Self-Supervised Semantic Communication

Hang Zhao, Hongru Li, Dongfang Xu +2

Semantic communication is emerging as a promising paradigm that focuses on the extraction and transmission of semantic meanings using deep learning techniques. While current resear…

cs.CV2024

Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment

Songjie Xie, Hengtao He, Shenghui Song +2

Task-oriented communication presents a promising approach to improve the communication efficiency of edge inference systems by optimizing learning-based modules to extract and tran…