Hua Huang

16 papers A 4Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
HiGP: A high-performance Python package for Gaussian Processes.
J. Open Source Softw.
Hua Huang, Tianshi Xu, Yuanzhe Xi, Edmond Chow
2025 J jnl
HiGP: A high-performance Python package for Gaussian Process.
CoRR
Hua Huang, Tianshi Xu, Yuanzhe Xi, Edmond Chow
2025 J jnl
Preconditioned Truncated Single-Sample Estimators for Scalable Stochastic Optimization.
CoRR
Tianshi Xu, Difeng Cai, Hua Huang, Edmond Chow, Yuanzhe Xi
2024 J jnl
An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices.
SIAM J. Sci. Comput.
Shifan Zhao, Tianshi Xu, Hua Huang, Edmond Chow, Yuanzhe Xi
2024 J jnl
Data-Driven Construction of Hierarchical Matrices With Nested Bases.
SIAM J. Sci. Comput.
Difeng Cai, Hua Huang, Edmond Chow, Yuanzhe Xi
2024 J jnl
Exploring the Design Space of Distributed Parallel Sparse Matrix-Multiple Vector Multiplication.
IEEE Trans. Parallel Distributed Syst.
Hua Huang, Edmond Chow
2024 A conf
Many-Body Electronic Correlation Energy using Krylov Subspace Linear Solvers.
SC
Shikhar Shah, Boqin Zhang, Hua Huang, John E. Pask, Phanish Suryanarayana, Edmond Chow
2022 J jnl
A hierarchical matrix approach for computing hydrodynamic interactions.
J. Comput. Phys.
Xin Xing, Hua Huang, Edmond Chow
2022 A conf
CA3DMM: A New Algorithm Based on a Unified View of Parallel Matrix Multiplication.
SC
Hua Huang, Edmond Chow
2022 J jnl
Data-driven Construction of Hierarchical Matrices with Nested Bases.
CoRR
Difeng Cai, Hua Huang, Edmond Chow, Yuanzhe Xi
2021 J jnl
Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite ℋ
SIAM J. Matrix Anal. Appl.
Xin Xing, Hua Huang, Edmond Chow
2021 J jnl
H2Pack: High-performance
ACM Trans. Math. Softw.
Hua Huang, Xin Xing, Edmond Chow
2021 J jnl
SPARC: Simulation Package for Ab-initio Real-space Calculations.
SoftwareX
Qimen Xu, Abhiraj Sharma, Benjamin M. Comer, Hua Huang, Edmond Chow, Andrew J. Medford, John E. Pask, Phanish Suryanarayana
2020 J jnl
Efficient construction of an HSS preconditioner for symmetric positive definite H
CoRR
Xin Xing, Hua Huang, Edmond Chow
2019 A conf
Overlapping Communications with Other Communications and Its Application to Distributed Dense Matrix Computations.
IPDPS
Hua Huang, Edmond Chow
2018 A conf
Accelerating quantum chemistry with vectorized and batched integrals.
SC
Hua Huang, Edmond Chow