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20212026
most citedCommunication-Efficient Federated Learning with Binary Neural Networks

51 citations · 56 across the 8 of their papers we have counts for

collaborators

8 papers

cs.IT2026

Cache-enabled Generative Joint Source-Channel Coding for Evolving Semantic Communications

Shunpu Tang, Qianqian Yang, Jihong Park +3

Learning-based semantic communication (SemCom) has recently emerged as a promising paradigm for improving the transmission efficiency of wireless networks. However, existing method…

eess.IV2025

Entropy-and-Channel-Aware Adaptive-Rate Semantic Communication with MLLM-Aided Feature Compensation

Weixuan Chen, Qianqian Yang, Yuhao Chen +4

Despite the transmission efficiency gains of semantic communication (SemCom) over traditional methods, most existing SemCom schemes still operate at a fixed transmission rate regar…

cs.CV2024★ 2 cited

Implicit Neural Compression of Point Clouds

Hongning Ruan, Yulin Shao, Qianqian Yang +3

Point clouds have gained prominence across numerous applications due to their ability to accurately represent 3D objects and scenes. However, efficiently compressing unstructured,…

cs.IT2024

Resource Allocation for Green Probabilistic Semantic Communication with Rate Splitting

Ruopeng Xu, Zhaohui Yang, Zhouxiang Zhao +2

In this paper, the energy efficient design for probabilistic semantic communication (PSC) system with rate splitting multiple access (RSMA) is investigated. Basic principles are fi…

eess.SP2024★ 1 cited

Evolving Semantic Communication with Generative Model

Shunpu Tang, Qianqian Yang, Deniz Gündüz +1

Recently, learning-based semantic communication (SemCom) has emerged as a promising approach in the upcoming 6G network and researchers have made remarkable efforts in this field.…

cs.IT2024★ 2 cited

A Superposition Code-Based Semantic Communication Approach with Quantifiable and Controllable Security

Weixuan Chen, Shuo Shao, Qianqian Yang +2

This paper addresses the challenge of achieving security in semantic communication (SemCom) over a wiretap channel, where a legitimate receiver coexists with an eavesdropper experi…