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Home/Authors/Qing He

Qing He

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1AI×1Multimedia×1Networking×1

Frequent co-authors

Xiaowei Fu1×
Lei Zhang1×

Research Timeline

2026
TrafficMoE: Heterogeneity-aware Mixture of Experts for Encrypted Traffic Classification

TrafficMoE proposes a Disentangle-Filter-Aggregate (DFA) framework using sparse Mixture-of-Experts to improve encrypted traffic classification by separating header and payload features and adaptively fusing them.

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Papers

cs.CRcs.AIcs.MMRecentMar 31, 2026

TrafficMoE: Heterogeneity-aware Mixture of Experts for Encrypted Traffic Classification

Qing He, Xiaowei Fu, Lei Zhang

TrafficMoE proposes a Disentangle-Filter-Aggregate (DFA) framework using sparse Mixture-of-Experts to improve encrypted traffic classification by separating header and payload features and adaptively…

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