| Yanpei Guo Email: guo.yanpei@u.nus.edu Google Scholar Curriculum Vitae |
Hi! I am a PhD student in Computer Science at National University of Singapore starting in Jan. 2025, fortunate to be advised by Prof. Jiaheng Zhang.
My current research interests lie in applied cryptography, with a particular focus on LLM security and applied cryptography.
I am always open to collaborations. If you share similar interests, feel free to email me.
PhD In School of computing, National University of Singapore
Jan. 2025 to 2029(Expected)
B.E. In School of Computer Science and Engineering, Beihang University
September 2019 to June 2023
UltraProofs: Scalable Reed-Solomon Code Commitment [paper]
Yanpei Guo, Alex Luoyuan Xiong, Wenjie Qu, Jiaheng Zhang
S&P, 2026
VerfCNN, Optimal Complexity zkSNARK for Convolutional Neural Networks [paper]
Wenjie Qu*, Yanpei Guo*, Yue Ying, Jiaheng Zhang
S&P, 2026
RulePilot: An LLM-Powered Agent for Security Rule Generation [paper]
Hongtai Want*, Ming Xu*, Yanpei Guo, Weili Han, Hoon Wei Lim, Jin Song Dong
ICSE, 2026
DeepFold: Efficient Multilinear Polynomial Commitment from Reed-Solomon Code and Its Application to Zero-knowledge Proofs [paper]
Yanpei Guo, Xuanming Liu, Kexi Huang, Wenjie Qu, Tianyang Tao, Jiaheng Zhang
Usenix Security, 2025
ZK-GPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference
Wenjie Qu, Yijun Sun, Xuanming Liu, Tao Lu, Yanpei Guo, Kai Chen, Jiaheng Zhang
Usenix Security, 2025
Fast RS-IOP Multivariate Polynomial Commitments and Verifiable Secret Sharing
[paper]
Zongyang Zhang*, Weihan Li*, Yanpei Guo*, Kexin Shi, Sherman S. M. Chow, Ximeng Liu, Jin Dong
Usenix Security, 2024