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Xu-Yang Chen

2 accepted papers

2025

MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification

AAAI 2025technical

Network traffic includes data transmitted across a network, such as web browsing and file transfers, and is organized into packets (small units of data) and flows (sequences of packets exchanged between two endpoints). Classifying encrypted traffic is essential for detecting security threats and opt…

2024

SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

NeurIPS 2024poster

Multivariate time series forecasting plays a crucial role in various fields such as finance, traffic management, energy, and healthcare. Recent studies have highlighted the advantages of channel independence to resist distribution drift but neglect channel correlations, limiting further enhancement…