Scholar
Zilinghan Li
Google Scholar ID: 4JbL29YAAAAJ
Machine Learning Engineer, Argonne National Laboratory
Federated learning
Distributed computing
High Performance Computing
Biomedical Informatics
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Citations & Impact
All-time
Citations
147
H-index
7
i10-index
5
Publications
20
Co-authors
14
list available
Contact
Email
zilinghan.li@anl.gov
GitHub
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LinkedIn
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Publications
11 items
Scalable Cross-Facility Federated Learning for Scientific Foundation Models on Multiple Supercomputers
2026
Cited
0
TICON: A Slide-Level Tile Contextualizer for Histopathology Representation Learning
2025
Cited
0
Experiences Building Enterprise-Level Privacy-Preserving Federated Learning to Power AI for Science
2025
Cited
0
CDG-MAE: Learning Correspondences from Diffusion Generated Views
2025
Cited
0
PixCell: A generative foundation model for digital histopathology images
2025
Cited
0
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning
2025
Cited
0
FedCostAware: Enabling Cost-Aware Federated Learning on the Cloud
2025
Cited
0
Pathology Image Compression with Pre-trained Autoencoders
2025
Cited
0
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Resume (English only)
Research Experience
Working as a Machine Learning Engineer under Ravi Madduri at Argonne National Laboratory
Previously interned at Amazon Web Services (AWS)
Technical lead for the development of APPFL (Advanced Privacy-Preserving Federated Learning), Argonne's federated learning framework
Actively involved in the AuroraGPT project aiming to develop LLMs for general science
Focused on scaling deep learning workflows on supercomputers such as Polaris, Sophia, and Aurora
Co-authors
14 total
Ravi Madduri
Senior Scientist, University of Chicago, Argonne National Lab
Kibaek Kim
Argonne National Laboratory
Eliu Huerta
Argonne National Laboratory and The University of Chicago
Volodymyr Kindratenko
University of Illinois at Urbana-Champaign
Minseok Ryu
Assistant Professor, School of Computing and Augmented Intelligence, Arizona State University
Tarak Nath Nandi
Assistant Computational Scientist, Argonne National Laboratory
Ryan Chard
Argonne National Laboratory
Srikar Yellapragada
PhD student at Stony Brook University
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