About Me

My name is Guorui Xie (谢国锐 in Chinese). I received my BEng (2019) and PhD (2024) degrees from Sun Yat-sen University(China) and Tsinghua University(China), respectively. I was also a research visitor at Politecnico di Milano(Italy) in 2023-2024.

Currently, I am an Assistant Researcher at Pengcheng Laboratory(National Laboratory, China).

My main research interest is traffic analysis on programmable network devices, including 1) deploy P4 based ML/DL models for traffic analysis; 2) design the privacy-secured traffic obfuscation system; 3) traffic measurement and scheduling.

Selected Publication

I have published ~20 papers in INFOCOM, TON, TDSC, TC, WWW, ICNP, etc. Most are available in my GoogleScholar and codes are in GitHub.

1. Intelligent In-Network Attack Detection on Programmable Switches with Soterv2
   G. Xie, Q. Li, C. Cui, et al.
   IEEE Transactions on Dependable and Secure Computing, TDSC2024 (CCF A).

2. Generating neural networks for diverse networking classification tasks via hardware-aware neural architecture search
   G. Xie, Q. Li, Z. Shi, et al.
   IEEE Transactions on Computers, TC2023 (CCF A).

3. Empowering in-network classification in programmable switches by binary decision tree and knowledge distillation
   G. Xie, Q. Li, G. Duan, J. Lin, et al.
   IEEE/ACM Transactions on Networking, ToN2023 (CCF A).

4. Mousika: enable general in-network intelligence in programmable switches by knowledge distillation
   G. Xie, Q. Li, Y. Dong, G. Duan, et al.
   International Conference on Computer Communications, INFOCOM2022 (CCF A).