2 papers
cs.DC2024
Coded Distributed (Batch) Matrix Multiplication over Galois Ring via RMFE
Yi Kuang, Jiang Li, Songsong Li +1
Coded Distributed Matrix Multiplication (CDMM) is a distributed matrix multiplication (DMM) for large-scale matrices through a coding scheme such that any worker node among all…
cs.CR2024
CipherFormer: Efficient Transformer Private Inference with Low Round Complexity
Weize Wang, Yi Kuang
There is a growing trend to outsource the inference task of large transformer models to cloud servers. However, this poses a severe threat to users' private data as they are expose…