Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC

Publication
In Usenix Security Symposium
Tianshi Xu
PhD Student (2023)
Jiangrui Yu
PhD Student (2024)
Chenqi Lin
PhD Student (2024)
Yi Chen
PhD Student (2025)
Meng Li
Meng Li
Assistant Professor

I develop efficient and privacy-preserving AI systems through algorithm–hardware co-design, with applications in large language models, embodied AI, and multimodal intelligence.