3 papers
cs.IT2026
Group Relative Policy Optimization for Robust Blind Interference Alignment with Fluid Antennas
Jianqiu Peng, Tong Zhang, Shuai Wang +3
Fluid antenna system (FAS) leverages dynamic reconfigurability to unlock spatial degrees of freedom and reshape wireless channels. Blind interference alignment (BIA) aligns interfe…
cs.IT2025
LLM Agent for Hyper-Parameter Optimization
Wanzhe Wang, Jianqiu Peng, Menghao Hu +6
Hyper-parameters are essential and critical for the performance of communication algorithms. However, current hyper-parameters optimization approaches for Warm-Start Particles Swar…
cs.DC2025
Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks
Shuai Wang, Yanqing Xu, Chaoqun You +2
Federated learning (FL) has been recognized as a viable solution for local-privacy-aware collaborative model training in wireless edge networks, but its practical deployment is hin…