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Qilong Pan

Orcid: 0000-0003-1964-8168

Affiliations:
  • King Abdullah University of Science and Technology, Thuwal, Jeddah, Saudi Arabia


According to our database1, Qilong Pan authored at least 5 papers between 2023 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
Why Smaller Is Slower? Dimensional Misalignment in Compressed LLMs.
[BibTeX]
[DOI]
Jihao Xin
,
Tian Lyu
,
Qilong Pan
,
Kesen Wang
,
Marco Canini
Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025
Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs.
[BibTeX]
[DOI]
Qilong Pan
,
Sameh Abdulah
,
Mustafa Abduljabbar
,
Hatem Ltaief
,
Andreas Herten
,
Mathis Bode
,
Matthew T. Pratola
,
Arindam Fadikar
,
Marc G. Genton
,
David E. Keyes
,
Ying Sun
CoRR, April, 2025

2024
Block Vecchia Approximation for Scalable and Efficient Gaussian Process Computations.
[BibTeX]
[DOI]
Qilong Pan
,
Sameh Abdulah
,
Marc G. Genton
,
Ying Sun
CoRR, 2024

GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations.
[BibTeX]
[DOI]
Qilong Pan
,
Sameh Abdulah
,
Marc G. Genton
,
David E. Keyes
,
Hatem Ltaief
,
Ying Sun
Proceedings of the ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024

2023
A comparison of machine learning methods for ozone pollution prediction.
[BibTeX]
[DOI]
Qilong Pan
,
Fouzi Harrou
,
Ying Sun
J. Big Data, December, 2023


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