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 13 papers between 2018 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of five.

Timeline

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PhD thesis

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Bibliography

2025

Preconditioned Truncated Single-Sample Estimators for Scalable Stochastic Optimization.

[BibT_eX]

[DOI]

CoRR, October, 2025

HiGP: A high-performance Python package for Gaussian Process.

[BibT_eX]

[DOI]

CoRR, March, 2025

2024

Exploring the Design Space of Distributed Parallel Sparse Matrix-Multiple Vector Multiplication.

[BibT_eX]

[DOI]

Hua Huang

Edmond Chow

IEEE Trans. Parallel Distributed Syst., 2024

An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2024

Data-Driven Construction of Hierarchical Matrices With Nested Bases.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2024

Many-Body Electronic Correlation Energy using Krylov Subspace Linear Solvers.

[BibT_eX]

[DOI]

Phanish Suryanarayana

Edmond Chow

Proceedings of the International Conference for High Performance Computing, 2024

2022

A hierarchical matrix approach for computing hydrodynamic interactions.

[BibT_eX]

[DOI]

Xin Xing

Hua Huang

Edmond Chow

J. Comput. Phys., 2022

CA3DMM: A New Algorithm Based on a Unified View of Parallel Matrix Multiplication.

[BibT_eX]

[DOI]

Hua Huang

Edmond Chow

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

H2Pack: High-performance H2 Matrix Package for Kernel Matrices Using the Proxy Point Method.

[BibT_eX]

[DOI]

Hua Huang

Xin Xing

Edmond Chow

ACM Trans. Math. Softw., 2021

SPARC: Simulation Package for Ab-initio Real-space Calculations.

[BibT_eX]

[DOI]

Phanish Suryanarayana

SoftwareX, 2021

Efficient Construction of an HSS Preconditioner for Symmetric Positive Definite ℋ2 Matrices.

[BibT_eX]

[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.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Hua Huang

Edmond Chow

Proceedings of the International Conference for High Performance Computing, 2018

Hua Huang

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