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09/13/2023
Toward Lossless Homomorphic Encryption for Scientific Computation
This paper presents a comprehensive investigation into encrypted computa...
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07/13/2023
AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications
As supercomputers advance towards exascale capabilities, computational i...
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05/14/2022
Efficient Hierarchical State Vector Simulation of Quantum Circuits via Acyclic Graph Partitioning
Early but promising results in quantum computing have been enabled by th...
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07/08/2021
Video 3D Sampling for Self-supervised Representation Learning
Most of the existing video self-supervised methods mainly leverage tempo...
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05/27/2021
Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights
In recent years, the increasing complexity in scientific simulations and...
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08/06/2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning
Existing video self-supervised learning methods mainly rely on trimmed v...
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04/03/2020