About Me

My name is Xie, Guorui (谢, 国锐 in Chinese). In 2019, I received my B.E. degree from SYSU, China. Now I am a Ph.D. student (2019-2024) at Tsinghua, China, also a visiting student at Polimi, Italy.

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.

I will graduate in 2024.12 and am on the job market now! My resume in English/Chinese.

Selected Publication

I have published 10+ first-author papers in INFOCOM, TON, TDSC, TC, ICNP, ICDCS, 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).