Judy Fox

According to our database, Judy Fox authored at least 21 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Experiments in Agentic AI for Science.

Judy Fox, Geoffrey Fox

CoRR, May, 2026

JetPrism: diagnosing convergence for generative simulation and inverse problems in nuclear physics.

Zeyu Xia, Tyler Kim, Trevor Reed, Judy Fox, Geoffrey Fox, Adam Szczepaniak

CoRR, April, 2026

Cosmo3DFlow: Wavelet Flow Matching for Spatial-to-Spectral Compression in Reconstructing the Early Universe.

Md. Khairul Islam, Zeyu Xia, Ryan Ghiles Goudjil, Jialu Wang, Arya Farahi, Judy Fox

CoRR, February, 2026

OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra.

Md. Khairul Islam, Judy Fox

CoRR, January, 2026

Scalable cosmic AI inference using cloud serverless computing.

Mills Staylor, Amirreza Dolatpour Fathkouhi, Md. Khairul Islam, Kaleigh O'Hara, Ryan Ghiles Goudjil, Geoffrey C. Fox, Judy Fox

Int. J. High Perform. Comput. Appl., 2026

2025

Combining Serverless and High-Performance Computing Paradigms to support ML Data-Intensive Applications.

Mills Staylor, Arup Kumar Sarker, Gregor von Laszewski, Geoffrey C. Fox, Yue Cheng, Judy Fox

CoRR, November, 2025

Leveraging Exogenous Signals for Hydrology Time Series Forecasting.

Junyang He, Judy Fox, Alireza Jafari, Ying-Jung Chen, Geoffrey Fox

CoRR, November, 2025

Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI.

Mills Staylor, Amirreza Dolatpour Fathkouhi, Md. Khairul Islam, Kaleigh O'Hara, Ryan Ghiles Goudjil, Geoffrey C. Fox, Judy Fox

CoRR, January, 2025

2024

Does Differential Privacy Impact Bias in Pretrained Language Models?

Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao

IEEE Data Eng. Bull., 2024

WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models.

Md. Khairul Islam, Judy Fox

CoRR, 2024

Does Differential Privacy Impact Bias in Pretrained NLP Models?

Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao

CoRR, 2024

Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections.

Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox

CoRR, 2024

Large Language Models for Financial Aid in Financial Time-series Forecasting.

Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Fairness and Privacy in Federated Learning and Their Implications in Healthcare.

Navya Annapareddy, Jade Preston, Judy Fox

CoRR, 2023

Towards Fair and Privacy Preserving Federated Learning for the Healthcare Domain.

Navya Annapareddy, Yingzheng Liu, Judy Fox

CoRR, 2023

Population Age Group Sensitivity for COVID-19 Infections with Deep Learning.

Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox

CoRR, 2023

Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models.

Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox

Proceedings of the IEEE International Conference on Digital Health, 2023

Message from the Chairs.

Tevfik Kosar, Manish Parashar, Judy Fox, Christoph Hagleithner

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models.

Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox

CoRR, 2022

2021

Intel Optane DCPMM and Serverless Computing.

Ahmet Uyar, Selahattin Akkas, Jiayu Li, Judy Fox

CoRR, 2021

HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework.

Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, XiaoFeng Wang, Haixu Tang, Judy Fox

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021