About Me
Xuanyao Peng is an M.E. candidate at the State Key Lab of Processors, Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), majoring in Computer Technology under the supervision of Prof. Hang Lu. As a visiting student at the COMPASS lab, he is supervised by Prof. Fengwei Zhang. His research interests span computer architecture, confidential computing, and acceleration of LLM inference. He received his B.E. in Automation from Xi’an Jiaotong University before joining ICT.
You can find my CV here.
Education
M.Eng. Candidate, Institute of Computing Technology, Chinese Academy of Sciences, 2023 - Present
- Major in Computer Technology
- National Scholarship 2025
B.Eng. School of Automation Science and Engineering, Xi’an Jiao Tong University, 2019 - 2023
- Major in Automation
- National Scholarship 2022
Research Interests
- Computer Architecture
- Confidential Computing
- AI System / LLM Acceleration
News
- 2025.9, Our team won second prize in the SecretFlow Cup Data Challenge Competition[news😆] [news📰]! We developed an efficient and secure LLM inference system on Intel TDX (Confidential Virtual Machine).
- 2025.7, Our paper on securing LLM inference on NPU was accepted by the \(43^{rd}\) International Conference on Computer Design(ICCD 2025). See you at Dallas🌇, Texas!
Selected publications
SecNPU: Securing LLM Inference on NPU — 2025, In the proceedings of Proceedings of the 43rd IEEE International Conference on Computer Design (ICCD)
LayerTEE: Decoupled Memory Protection for Scalable Multi-Layer Communication on RISC-V — 2025, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
Dep-TEE: Decoupled Memory Protection for Secure and Scalable Inter-enclave Communication on RISC-V — 2025, In the proceedings of Proceedings of the 30th Asia and South Pacific Design Automation Conference (ASP-DAC)
Honors and Awards
- 2025: National Scholarship / 硕士生国家奖学金
- 2022: National Scholarship / 本科生国家奖学金