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Nicholas Synovic
Nicholas Synovic
Graduate Research Assistant, Loyola University Chicago
Geverifieerd e-mailadres voor luc.edu
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An empirical study of pre-trained model reuse in the hugging face deep learning model registry
W Jiang, N Synovic, M Hyatt, TR Schorlemmer, R Sethi, YH Lu, ...
arXiv preprint arXiv:2303.02552, 2023
332023
An empirical study of artifacts and security risks in the pre-trained model supply chain
W Jiang, N Synovic, R Sethi, A Indarapu, M Hyatt, TR Schorlemmer, ...
Proceedings of the 2022 ACM Workshop on Software Supply Chain Offensive …, 2022
152022
Reusing Deep Learning Models: Challenges and Directions in Software Engineering
JC Davis, P Jajal, W Jiang, TR Schorlemmer, N Synovic, ...
82023
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages
W Jiang, N Synovic, P Jajal, TR Schorlemmer, A Tewari, B Pareek, ...
arXiv preprint arXiv:2303.08934, 2023
72023
Challenges and practices of deep learning model reengineering: A case study on computer vision
W Jiang, V Banna, N Vivek, A Goel, N Synovic, GK Thiruvathukal, ...
arXiv preprint arXiv:2303.07476, 2023
52023
Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics
NM Synovic, M Hyatt, R Sethi, S Thota, Shilpika, AJ Miller, W Jiang, ...
Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022
22022
Metrics Pipeline (Codename): An Analytics and Visualization Pipeline for Software Quality Metrics
N Synovic, E Amobi, E Greve, S Von Hatten, A Pinderski, S Rodriguez, ...
2021
Toward a containerized pipeline for longitudinal analysis of open-source software projects
A Miller, G Thiruvathukal, K Laufer, E Amobi, S Higgins, L Maliakal, ...
2020
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