Tianshi Xu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Kernel Matrices

Top Venues

SIAM J. Sci. Comput.

Publications

Tianshi Xu, Meng Li, Runsheng Wang
HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference. CoRR (2024)
Ziyuan Tang, Tianshi Xu, Huan He, Yousef Saad, Yuanzhe Xi
Anderson Acceleration with Truncated Gram-Schmidt. CoRR (2024)
Tianshi Xu, Lemeng Wu, Runsheng Wang, Meng Li
PrivCirNet: Efficient Private Inference via Block Circulant Transformation. CoRR (2024)
Tianshi Xu, Anthony Austin, Vasileios Kalantzis, Yousef Saad
A Parallel Algorithm for Computing Partial Spectral Factorizations of Matrix Pencils via Chebyshev Approximation. SIAM J. Sci. Comput. 46 (2) (2024)
Chenqi Lin, Tianshi Xu, Zebin Yang, Runsheng Wang, Ru Huang, Meng Li
FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference. CoRR (2024)
Wenxuan Zeng, Tianshi Xu, Meng Li, Runsheng Wang
EQO: Exploring Ultra-Efficient Private Inference with Winograd-Based Protocol and Quantization Co-Optimization. CoRR (2024)
Shifan Zhao, Tianshi Xu, Hua Huang, Edmond Chow, Yuanzhe Xi
An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices. SIAM J. Sci. Comput. 46 (4) (2024)
Tianshi Xu, Meng Li, Runsheng Wang, Ru Huang
Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference. ICCAD (2023)
Tianshi Xu, Meng Li, Runsheng Wang, Ru Huang
Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference. CoRR (2023)
Tianshi Xu, Ruipeng Li, Daniel Osei-Kuffuor
A Two-level GPU-Accelerated Incomplete LU Preconditioner for General Sparse Linear Systems. CoRR (2023)
Shifan Zhao, Tianshi Xu, Edmond Chow, Yuanzhe Xi
An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices. CoRR (2023)
Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad
parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices. Parallel Comput. 113 (2022)
Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad
parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices. CoRR (2022)
Yuheng Huang, Jincai Xian, Dong Wei, Xiaofeng Jin, Tianshi Xu
Dual Gated Learning for Visible-Infrared Person Re-identification. ICIG (2) (2021)
Yuezhen Huang, Dong Wei, Yinan Liu, Xiaofeng Jin, Yuheng Huang, Tianshi Xu
Adaptively Fusing Complete Multi-resolution Features for Human Pose Estimation. ICIG (2) (2021)
Vladimir Shaydurov, Tianshi Xu
Superconvergence of Some Linear and Quadratic Functionals for Higher-Order Finite Elements. FDM (2014)