Guorui Xie

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Top Venues

Proc. ACM Manag. Data

Publications

Guorui Xie, Qing Li, Zhenning Shi, Hanbin Fang, Shengpeng Ji, Yong Jiang, Zhenhui Yuan, Lianbo Ma, Mingwei Xu
Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search. IEEE Trans. Computers 73 (2) (2024)
Guorui Xie, Qing Li, Guanglin Duan, Jiaye Lin, Yutao Dong, Yong Jiang, Dan Zhao, Yuan Yang
Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation. IEEE/ACM Trans. Netw. 32 (1) (2024)
Ruoyu Li, Qing Li, Tao Lin, Qingsong Zou, Dan Zhao, Yucheng Huang, Gareth Tyson, Guorui Xie, Yong Jiang
DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches. CoRR (2024)
Guorui Xie, Qing Li, Haolin Yan, Dan Zhao, Gianni Antichi, Yong Jiang
Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices. ICNP (2023)
Zhengxin Zhang, Qing Li, Guanglin Duan, Dan Zhao, Jingyu Xiao, Guorui Xie, Yong Jiang
Pontus: Finding Waves in Data Streams. Proc. ACM Manag. Data 1 (1) (2023)
Guorui Xie, Qing Li, Jiaye Lin, Gianni Antichi, Dan Zhao, Zhenhui Yuan, Ruoyu Li, Yong Jiang
Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification. ICNP (2023)
Jiaye Lin, Qing Li, Guorui Xie, Yong Jiang, Zhenhui Yuan, Changlin Jiang, Yuan Yang
In-Forest: Distributed In-Network Classification with Ensemble Models. ICNP (2023)
Guorui Xie, Qing Li, Guanglin Duan, Yong Jiang, Zhuyun Qi, Shuo Liu, Qiaoling Wang
Efficient Flow Recording with InheritSketch on Programmable Switches. ICDCS (2023)
Guorui Xie, Qing Li, Yutao Dong, Guanglin Duan, Yong Jiang, Jingpu Duan
Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation. INFOCOM (2022)
Guorui Xie, Qing Li, Chupeng Cui, Peican Zhu, Dan Zhao, Wanxin Shi, Zhuyun Qi, Yong Jiang, Xi Xiao
Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches. SRDS (2022)
Guorui Xie, Qing Li, Yong Jiang
Self-attentive deep learning method for online traffic classification and its interpretability. Comput. Networks 196 (2021)
Guorui Xie, Qing Li, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard O. Sinnott, Shutao Xia
SAM: Self-Attention based Deep Learning Method for Online Traffic Classification. NetAI@SIGCOMM (2020)