I graduated with a Ph.D. in Information Engineering from the Department of Electronic Engineering (电子系), Shanghai Jiao Tong University, Shanghai, China, under the supervision of Professor Qunbi Zhuge. I received my bachelor’s degree in Information Engineering (AI Special Class) from the same department at Shanghai Jiao Tong University.
I aspire to be a knowledgeable AI expert from hardware to software. My research covers both sides of the AI‑Network loop:
- AI for Network:
- AIOps: Network digital twin, failure management, and network optimization.
- Agentic O&M: architecture, skill design, and hardware-software co-acceleration. I lead the world’s first demonstration of agentic full-lifecycle O&M for OTN networks.
My dissertation work focused on applying the above to optical networks (OTN, DCI, DCN), and is currently extending to wireless, IP, and cloud core networks.
- Network for AI: Accelerating distributed training via collective communication scheduling (Visiting @Polimi with Prof. Massimo Tornatore) and OCS‑based intelligent computing networks.
My CV is also available to download here.
In Sep. 2025, I joined Huawei as the TopMind scholar (天才少年), working in the research lab of autonomous driving networks (which works on autonomous optical/wireless/computer networks, not cars).
Note: My SJTU email has expired. Please feel free to reach me via:
- Email: xiaomin.liu.candy@gmail.com
- WeChat: Candy_sagittarius