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Author

Jun Li

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Jul 2026

Convergence-Latency-Aware Adaptive Modulation and Resource Allocation in RIS-Assisted Wireless Federated Learning

A wireless FL system operating under RIS-assisted blocked-link propagation scenarios is considered, and a joint convergence-latency optimization problem is cast as a mixed-integer nonlinear programming (MINLP) problem, and solved using a low-complexity hybrid alternating optimization framework.

Liwei Wang, Wen Chen, Jun Li et al. · 0 citations
2026

Twin-Timescale 3C Resource Allocation for Semantic-Aware Vehicular Edge Computing Using Multi-Agent Graph Reinforcement Learning

Semantic-aware edge computing has exhibited tremendous potential for reducing communication-computing-caching (3C) resource costs in vehicular networks through task-oriented semantic extraction. However, environmental dynamics and uncertainties across heterogeneous timescales pose critical challenges for 3C resource al...

Yan Lin, Jinjin Shen, Yijin Zhang et al. · 0 citations

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