Guangmeng Zhou

Zixuan Liu, Yi Zhao, Zhuotao Liu, Qi Li, Chuanpu Fu, Guangmeng Zhou, Ke Xu (2026). A Universal Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems. NDSS26.

Xinle Du, Tong Li, Guangmeng Zhou, Zhuotao Liu, Hanlin Huang, Xiangyu Gao, Mowei Wang, Kun Tan, Ke Xu (2025). PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters. NSDI25.

Tong Li, Xinle Du, Xiangyu Gao, Guangmeng Zhou, Hanling Huang, Zhuotao Liu, Mowei Wang, Kun Tan, Ke Xu (2025). Revisiting Random Early Detection Tuning for High-Performance Datacenter Networks. IEEE Transactions on Networking (ToN) 2025.

Guangmeng Zhou, Xiongwen Guo, Zhuotao Liu, Tong Li, Qi Li, Ke Xu (2025). TrafficFormer: An Efficient Pre-trained Model for Traffic Data. S&P25.

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✨ Distinguished Paper Award Winner

Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu (2023). An Efficient Design of Intelligent Network Data Plane. Sec23.