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20242026
most citedMixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey

5 citations · 9 across the 43 of their papers we have counts for

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10 papers · 1 filter

cs.IT2026

Semantic Forwarding and Codebook-Enhanced Model Division Multiple Access for Satellite-Terrestrial Networks

Jinghong Huang, Mengying Sun, Xiaodong Xu +7

Satellite-terrestrial communications are severely constrained by high path loss, limited spectrum resources, and time-varying channel conditions, rendering conventional bit-level t…

cs.IT2026

Enabling Training-Free Semantic Communication Systems with Generative Diffusion Models

Shunpu Tang, Yuanyuan Jia, Qianqian Yang +3

Semantic communication (SemCom) has recently emerged as a promising paradigm for next-generation wireless systems. Empowered by advanced artificial intelligence (AI) technologies,…

cs.IT2025

Towards Edge General Intelligence: Knowledge Distillation for Mobile Agentic AI

Yuxuan Wu, Linghan Ma, Ruichen Zhang +9

Edge General Intelligence (EGI) represents a paradigm shift in mobile edge computing, where intelligent agents operate autonomously in dynamic, resource-constrained environments. H…

cs.IT2025

Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook

Ping Zhang, Kai Niu, Yiming Liu +8

Artificial intelligence (AI) is expected to serve as a foundational capability across the entire lifecycle of 6G networks, spanning design, deployment, and operation. This article…

cs.IT2025

Generative Semantic Communication for Joint Image Transmission and Segmentation

Weiwen Yuan, Jinke Ren, Chongjie Wang +4

Semantic communication has emerged as a promising technology for enhancing communication efficiency. However, most existing research emphasizes single-task reconstruction, neglecti…

cs.IT2025

Towards Secure Semantic Communications in the Presence of Intelligent Eavesdroppers

Shunpu Tang, Yuhao Chen, Qianqian Yang +3

Semantic communication has emerged as a promising paradigm for enhancing communication efficiency in sixth-generation (6G) networks. However, the broadcast nature of wireless chann…