Lianfen Huang

发表论文 29 篇 · 总被引 202 次 · h-index 7

代表论文

• DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach (2024 · IEEE Transactions on Mobile Computing · 被引 84)
• A Review on Federated Learning Architectures for Privacy-Preserving AI: Lightweight and Secure Cloud–Edge–End Collaboration (2025 · Electronics · 被引 72)
• Joint Model Caching and Resource Allocation in Generative AI - Enabled Wireless Edge Networks (2024 · IEEE Wireless Communications and Networking Conference · 被引 12)
• A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach for UAV-Assisted Vehicular Networks With Delayed CSI Feedback (2025 · IEEE Transactions on Wireless Communications · 被引 9)
• EALSO: joint energy-aware and latency-sensitive task offloading for artificial Intelligence of Things in vehicular fog computing (2024 · Wireless networks · 被引 9)
• Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking (2025 · IEEE Network · 被引 8)