Tianshi Xu | DeepAI

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research

∙ 08/25/2023

Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference

Efficient networks, e.g., MobileNetV2, EfficientNet, etc, achieves state...

0 Tianshi Xu, et al. ∙

research

∙ 04/11/2023

An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices

The spectrum of a kernel matrix significantly depends on the parameter v...

0 Shifan Zhao, et al. ∙

research

∙ 03/15/2023

A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems

This paper presents a parallel preconditioning approach based on incompl...

0 Tianshi Xu, et al. ∙

research

∙ 05/04/2022

parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices

This paper discusses parGeMSLR, a C++/MPI software library for the solut...

0 Tianshi Xu, et al. ∙