Judy Fox

20 papers B 3Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cosmo3DFlow: Wavelet Flow Matching for Spatial-to-Spectral Compression in Reconstructing the Early Universe.
CoRR
Md. Khairul Islam, Zeyu Xia, Ryan Ghiles Goudjil, Jialu Wang, Arya Farahi, Judy Fox
2026 J jnl
OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra.
CoRR
Md. Khairul Islam, Judy Fox
2025 J jnl
Combining Serverless and High-Performance Computing Paradigms to support ML Data-Intensive Applications.
CoRR
Mills Staylor, Arup Kumar Sarker, Gregor von Laszewski, Geoffrey C. Fox, Yue Cheng, Judy Fox
2025 J jnl
Leveraging Exogenous Signals for Hydrology Time Series Forecasting.
CoRR
Junyang He, Judy Fox, Alireza Jafari, Ying-Jung Chen, Geoffrey Fox
2025 J jnl
Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI.
CoRR
Mills Staylor, Amirreza Dolatpour Fathkouhi, Md. Khairul Islam, Kaleigh O'Hara, Ryan Ghiles Goudjil, Geoffrey Fox, Judy Fox
2024 J jnl
Does Differential Privacy Impact Bias in Pretrained Language Models?
IEEE Data Eng. Bull.
Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao
2024 J jnl
Does Differential Privacy Impact Bias in Pretrained NLP Models?
CoRR
Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao
2024 J jnl
Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections.
CoRR
Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox
2024 B conf
Large Language Models for Financial Aid in Financial Time-series Forecasting.
IEEE Big Data
Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox
2024 J jnl
Large Language Models for Financial Aid in Financial Time-series Forecasting.
CoRR
Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox
2024 J jnl
WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models.
CoRR
Md. Khairul Islam, Judy Fox
2023 J jnl
Fairness and Privacy in Federated Learning and Their Implications in Healthcare.
CoRR
Navya Annapareddy, Jade Preston, Judy Fox
2023 — conf
Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models.
ICDH
Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox
2023 B conf
Message from the Chairs.
CLOUD
Tevfik Kosar, Manish Parashar, Judy Fox, Christoph Hagleithner
2023 J jnl
Population Age Group Sensitivity for COVID-19 Infections with Deep Learning.
CoRR
Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox
2023 J jnl
Towards Fair and Privacy Preserving Federated Learning for the Healthcare Domain.
CoRR
Navya Annapareddy, Yingzheng Liu, Judy Fox
2022 J jnl
Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models.
CoRR
Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox
2021 B conf
HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework.
CLOUD
Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, Xiaofeng Wang, Haixu Tang, Judy Fox
2021 J jnl
HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework.
CoRR
Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, Xiaofeng Wang, Haixu Tang, Judy Fox
2021 J jnl
Intel Optane DCPMM and Serverless Computing.
CoRR
Ahmet Uyar, Selahattin Akkas, Jiayu Li, Judy Fox