3 papers
cs.LG2025
FlowletFormer: Network Behavioral Semantic Aware Pre-training Model for Traffic Classification
Liming Liu, Ruoyu Li, Qing Li +3
Network traffic classification using pre-training models has shown promising results, but existing methods struggle to capture packet structural characteristics, flow-level behavio…
cs.CV2024
DMVC: Multi-Camera Video Compression Network aimed at Improving Deep Learning Accuracy
Huan Cui, Qing Li, Hanling Wang +1
We introduce a cutting-edge video compression framework tailored for the age of ubiquitous video data, uniquely designed to serve machine learning applications. Unlike traditional…
cs.CV2024
CloudEye: A New Paradigm of Video Analysis System for Mobile Visual Scenarios
Huan Cui, Qing Li, Hanling Wang +1
Mobile deep vision systems play a vital role in numerous scenarios. However, deep learning applications in mobile vision scenarios face problems such as tight computing resources.…