Zhi-Qiang Lv

Keep Experts Diverse: A Task-Aware MoE for Multi-Task Traffic Analysis

Network traffic analysis is crucial for maintaining the security of networks. Yet deploying accurate models on edge nodes remains challenging due to protocol diversity, complex traffic behaviors, and stringent resource constraints. Although recent deep learning models achieve strong performance, their dense architectur...