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Anh Phan

Skolkovo Institute of Science and Technology

SCHOLARLY PAPERS

4

DOWNLOADS

147

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Market-Driven Subset Selection for Budgeted Training

Number of pages: 27 Posted: 22 Oct 2025
Ashish Jha, Valentin Leplat and Anh Phan
Skolkovo Institute of Science and Technology, Innopolis University and Skolkovo Institute of Science and Technology
Downloads 59 (970,490)

Abstract:

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Data subset selection, Machine Learning, Large Language Models, Prediction markets, LMSR

2.

Perception-Aware Nonlinear Log-Exp Attack on Neural Image Compression

Number of pages: 31 Posted: 25 Nov 2025
Skolkovo Institute of Science and Technology, affiliation not provided to SSRN, Skolkovo Institute of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC) and Skolkovo Institute of Science and Technology
Downloads 41 (1,196,171)

Abstract:

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Neural image compression, adversarial attack, Nonlinear perturbation, Visual perception

3.

T-MLA: A Targeted Multiscale Log--Exponential Attack Framework for Neural Image Compression

Number of pages: 20 Posted: 22 Oct 2025
Skolkovo Institute of Science and Technology, Skolkovo Institute of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Skolkovo Institute of Science and Technology, University of Electronic Science and Technology of China (UESTC) and Skolkovo Institute of Science and Technology
Downloads 30 (1,332,057)

Abstract:

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AI safetyadversarial attacksneural image compressionfrequency-domain analysis

4.

Topology Optimization with Feature-Mapped Voids Using Learned Heaviside Boundary Fields

Number of pages: 46 Posted: 28 Mar 2026
Aleksandr Kolomeitsev and Anh Phan
Skolkovo Institute of Science and Technology and Skolkovo Institute of Science and Technology
Downloads 17 (1,509,872)

Abstract:

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Artificial Intelligence, Variational autoencoder, Neural Networks, Feature-mapping topology optimization, Signed distance function, Structural Optimization, Linear Elasticity