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Hua Huang

Orcid: 0000-0003-1060-5639

Affiliations:
  • NVIDIA Corporation, SC, US
  • Georgia Institute of Technology, School of Computational Science and Engineering, College of Computing, Atlanta, GA, USA (PhD 2024)


According to our database1, Hua Huang authored at least 15 papers between 2018 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
HiGP: A high-performance Python package for Gaussian Processes.
[BibTeX]
[DOI]
Hua Huang
,
Tianshi Xu
,
Yuanzhe Xi
,
Edmond Chow
J. Open Source Softw., January, 2026

2025
Preconditioned Truncated Single-Sample Estimators for Scalable Stochastic Optimization.
[BibTeX]
[DOI]
Tianshi Xu
,
Difeng Cai
,
Hua Huang
,
Edmond Chow
,
Yuanzhe Xi
CoRR, October, 2025

HiGP: A high-performance Python package for Gaussian Process.
[BibTeX]
[DOI]
Hua Huang
,
Tianshi Xu
,
Yuanzhe Xi
,
Edmond Chow
CoRR, March, 2025

2024
New Parallel Algorithms for Large-Scale Matrix Computations.
[BibTeX]
[DOI]
Hua Huang
PhD thesis, 2024

Exploring the Design Space of Distributed Parallel Sparse Matrix-Multiple Vector Multiplication.
[BibTeX]
[DOI]
Hua Huang
,
Edmond Chow
IEEE Trans. Parallel Distributed Syst., 2024

An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices.
[BibTeX]
[DOI]
Shifan Zhao
,
Tianshi Xu
,
Hua Huang
,
Edmond Chow
,
Yuanzhe Xi
SIAM J. Sci. Comput., 2024

Data-Driven Construction of Hierarchical Matrices With Nested Bases.
[BibTeX]
[DOI]
Difeng Cai
,
Hua Huang
,
Edmond Chow
,
Yuanzhe Xi
SIAM J. Sci. Comput., 2024

Many-Body Electronic Correlation Energy using Krylov Subspace Linear Solvers.
[BibTeX]
[DOI]
Shikhar Shah
,
Boqin Zhang
,
Hua Huang
,
John E. Pask
,
Phanish Suryanarayana
,
Edmond Chow
Proceedings of the International Conference for High Performance Computing, 2024

2022
A hierarchical matrix approach for computing hydrodynamic interactions.
[BibTeX]
[DOI]
Xin Xing
,
Hua Huang
,
Edmond Chow
J. Comput. Phys., 2022

CA3DMM: A New Algorithm Based on a Unified View of Parallel Matrix Multiplication.
[BibTeX]
[DOI]
Hua Huang
,
Edmond Chow
Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021
H2Pack: High-performance <i>H</i><sup>2</sup> Matrix Package for Kernel Matrices Using the Proxy Point Method.
[BibTeX]
[DOI]
Hua Huang
,
Xin Xing
,
Edmond Chow
ACM Trans. Math. Softw., 2021

SPARC: Simulation Package for Ab-initio Real-space Calculations.
[BibTeX]
[DOI]
Qimen Xu
,
Abhiraj Sharma
,
Benjamin M. Comer
,
Hua Huang
,
Edmond Chow
,
Andrew J. Medford
,
John E. Pask
,
Phanish Suryanarayana
SoftwareX, 2021

Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite ℋ<sup>2</sup> Matrices.
[BibTeX]
[DOI]
Xin Xing
,
Hua Huang
,
Edmond Chow
SIAM J. Matrix Anal. Appl., 2021

2019
Overlapping Communications with Other Communications and Its Application to Distributed Dense Matrix Computations.
[BibTeX]
[DOI]
Hua Huang
,
Edmond Chow
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018
Accelerating quantum chemistry with vectorized and batched integrals.
[BibTeX]
[DOI]
Hua Huang
,
Edmond Chow
Proceedings of the International Conference for High Performance Computing, 2018


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