Guangmeng Zhou

According to our database, Guangmeng Zhou authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems.

Zixuan Liu, Yi Zhao, Zhuotao Liu, Qi Li, Chuanpu Fu, Guangmeng Zhou, Ke Xu

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

Revisiting Random Early Detection Tuning for High-Performance Datacenter Networks.

Tong Li, Xinle Du, Xiangyu Gao, Guangmeng Zhou, Hanlin Huang, Zhuotao Liu, Mowei Wang, Kun Tan, Ke Xu

IEEE Trans. Netw., October, 2025

TrafficFormer: An Efficient Pre-trained Model for Traffic Data.

Guangmeng Zhou, Xiongwen Guo, Zhuotao Liu, Tong Li, Qi Li, Ke Xu

Proceedings of the IEEE Symposium on Security and Privacy, 2025

PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters.

Xinle Du, Tong Li, Guangmeng Zhou, Zhuotao Liu, Hanlin Huang, Xiangyu Gao, Mowei Wang, Kun Tan, Ke Xu

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

2024

FedPAGE: Pruning Adaptively Toward Global Efficiency of Heterogeneous Federated Learning.

Guangmeng Zhou, Qi Li, Yang Liu, Yi Zhao, Qi Tan, Su Yao, Ke Xu

IEEE/ACM Trans. Netw., June, 2024

2023

An Efficient Design of Intelligent Network Data Plane.

Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu

Proceedings of the 32nd USENIX Security Symposium, 2023

2021

AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning.

Guangmeng Zhou, Ke Xu, Qi Li, Yang Liu, Yi Zhao

CoRR, 2021

FedPrune: Personalized and Communication-Efficient Federated Learning on Non-IID Data.

Yang Liu, Yi Zhao, Guangmeng Zhou, Ke Xu

Proceedings of the Neural Information Processing - 28th International Conference, 2021