5 papers
Agentic AI Enabling Autonomous, Self-Organizing, and Evolving UAV Networks
Zhaoyang Li, Xingzhi Jin, Zijiu Yang +2
As low-altitude applications expand across emergency response, intelligent transportation, and autonomous operations, they demand communication networks that can deliver flexible,…
RFWM: Physics-Guided World Model for Dynamic Wireless Radiance Field Generation
Zijiu Yang, Qianqian Yang
Radio-frequency (RF) radiance-field modeling is essential for wireless network optimization and sensing, yet remains challenging in dynamic and unseen environments. Existing learni…
AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
Zijiu Yang, Zixiang Zhang, Shunpu Tang +2
Precoding is a key technique for interference management and performance improvement in multi-antenna wireless systems. However, existing precoding methods are typically developed…
TCLNet: A Hybrid Transformer-CNN Framework Leveraging Language Models as Lossless Compressors for CSI Feedback
Zijiu Yang, Qianqian Yang, Shunpu Tang +2
In frequency division duplexing (FDD) massive multiple-input multiple-output (MIMO) systems, downlink channel state information (CSI) plays a crucial role in achieving high spectru…
Rethinking Secure Semantic Communications in the Age of Generative and Agentic AI: Threats and Opportunities
Shunpu Tang, Yuanyuan Jia, Zijiu Yang +6
Semantic communication (SemCom) improves communication efficiency by transmitting task-relevant information instead of raw bits and is expected to be a key technology for 6G networ…