Scholar
Judy Fox
Google Scholar ID: 0w0Dy34AAAAJ
Associate Professor, University of Virginia
Machine Learning Systems
AI
Data Science
HPC
parallel and distributed computing
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Citations & Impact
All-time
Citations
892
H-index
15
i10-index
26
Publications
20
Co-authors
29
list available
Contact
Email
ckw9mp@virginia.edu
Twitter
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Publications
7 items
JetPrism: diagnosing convergence for generative simulation and inverse problems in nuclear physics
2026
Cited
0
Cosmo3DFlow: Wavelet Flow Matching for Spatial-to-Spectral Compression in Reconstructing the Early Universe
2026
Cited
0
OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra
2026
Cited
0
Combining Serverless and High-Performance Computing Paradigms to support ML Data-Intensive Applications
2025
Cited
0
Leveraging Exogenous Signals for Hydrology Time Series Forecasting
2025
Cited
0
Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI
2025
Cited
0
WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models
arXiv.org · 2024
Cited
0
Resume (English only)
Background
Associate Professor of Data Science at the University of Virginia
Holds a joint appointment as Associate Professor in the Department of Computer Science
Research focuses on designing experimental systems to effectively harness computational resources from Cloud and HPC platforms
Research areas include Data Science, Machine Learning, and the Internet of Things (IoT)
Values interdisciplinary research, with work intersecting multiple fields
Co-authors
29 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Yang Ruan
PhD of Computer Science, Indiana University
Shantenu Jha
Rutgers University and Brookhaven National Laboratory
Jong Youl Choi
Oak Ridge National Laboratory
Co-author 8
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