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2303.02552
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An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry
5 March 2023
Wenxin Jiang
Nicholas Synovic
Matt Hyatt
Taylor R. Schorlemmer
R. Sethi
Yung-Hsiang Lu
George K. Thiruvathukal
James C. Davis
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Papers citing
"An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry"
32 / 32 papers shown
Title
A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories
Ziqi Ding
Qian Fu
Junchen Ding
Gelei Deng
Yi Liu
Yuekang Li
35
0
0
02 May 2025
Model Lake: a New Alternative for Machine Learning Models Management and Governance
Moncef Garouani
Franck Ravat
Nathalie Valles-Parlangeau
29
1
0
27 Mar 2025
Model Hubs and Beyond: Analyzing Model Popularity, Performance, and Documentation
Pritam Kadasi
Sriman Reddy
Srivathsa Vamsi Chaturvedula
Rudranshu Sen
Agnish Saha
Soumavo Sikdar
Sayani Sarkar
Suhani Mittal
Rohit Jindal
Mayank Singh
45
0
0
19 Mar 2025
ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale
Wenxin Jiang
Berk Çakar
Mikola Lysenko
James C. Davis
26
0
0
27 Feb 2025
"They've Stolen My GPL-Licensed Model!": Toward Standardized and Transparent Model Licensing
Moming Duan
Rui Zhao
Linshan Jiang
N. Shadbolt
Bingsheng He
76
0
0
16 Dec 2024
How do Machine Learning Models Change?
Joel Castaño
Rafael Cabañas
Antonio Salmerón
David Lo
Silverio Martínez-Fernández
VLM
31
0
0
14 Nov 2024
A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models
Beatrice Casey
Joanna C. S. Santos
Mehdi Mirakhorli
CVBM
22
1
0
06 Oct 2024
Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and Disclosure
Mahasweta Chakraborti
Bert Joseph Prestoza
Nicholas Vincent
Seth Frey
24
1
0
27 Sep 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
Jun Bai
Zhuofan Chen
Zhenzi Li
Hanhua Hong
Jianfei Zhang
Chen Li
Chenghua Lin
Wenge Rong
14
0
0
24 Sep 2024
Models Are Codes: Towards Measuring Malicious Code Poisoning Attacks on Pre-trained Model Hubs
Jian Zhao
Shenao Wang
Yanjie Zhao
Xinyi Hou
Kailong Wang
Peiming Gao
Yuanchao Zhang
Chen Wei
Haoyu Wang
21
10
0
14 Sep 2024
A Large-Scale Study of Model Integration in ML-Enabled Software Systems
Yorick Sens
Henriette Knopp
Sven Peldszus
Thorsten Berger
AIFin
19
1
0
12 Aug 2024
What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims
Jason Jones
Wenxin Jiang
Nicholas Synovic
George K. Thiruvathukal
James C. Davis
18
5
0
12 Jun 2024
An Industry Interview Study of Software Signing for Supply Chain Security
Kelechi G. Kalu
Tanya Singla
C. Okafor
Santiago Torres-Arias
James C. Davis
13
4
0
12 Jun 2024
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden
Vishal Purohit
Wenxin Jiang
Akshath R. Ravikiran
James C. Davis
24
1
0
29 Apr 2024
Lessons Learned from Mining the Hugging Face Repository
Joel Castaño
Silverio Martínez-Fernández
Xavier Franch
11
9
0
11 Feb 2024
Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors
Taylor R. Schorlemmer
Kelechi G. Kalu
Luke Chigges
Kyung Myung Ko
Eman Abdul-Muhd Abu Isghair
Saurabh Baghi
Santiago Torres-Arias
James C. Davis
11
9
0
26 Jan 2024
Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends
Mina Taraghi
Gianolli Dorcelus
A. Foundjem
Florian Tambon
Foutse Khomh
16
14
0
24 Jan 2024
The State of Documentation Practices of Third-party Machine Learning Models and Datasets
Ernesto Lang Oreamuno
Rohan Faiyaz Khan
A. A. Bangash
Catherine Stinson
Bram Adams
8
3
0
22 Dec 2023
Analyzing the Evolution and Maintenance of ML Models on Hugging Face
Joel Castaño
Martínez-Fernández Silverio
Xavier Franch
Justus Bogner
8
24
0
22 Nov 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets
Wolfgang Otto
Matthäus Zloch
Lu Gan
Saurav Karmakar
Stefan Dietze
25
8
0
16 Nov 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey
Xinyu She
Yue Liu
Yanjie Zhao
Yiling He
Li Li
C. Tantithamthavorn
Zhan Qin
Haoyu Wang
ELM
30
13
0
27 Oct 2023
PeaTMOSS: Mining Pre-Trained Models in Open-Source Software
Wenxin Jiang
Jason Jones
Jerin Yasmin
Nicholas Synovic
Rajeev Sashti
Sophie Chen
George K. Thiruvathukal
Yuan Tian
James C. Davis
28
1
0
05 Oct 2023
Naming Practices of Pre-Trained Models in Hugging Face
Wenxin Jiang
Chingwo Cheung
Mingyu Kim
Heesoo Kim
George K. Thiruvathukal
James C. Davis
CVBM
10
6
0
02 Oct 2023
Chatmap : Large Language Model Interaction with Cartographic Data
Eren Unlu
KELM
22
4
0
28 Sep 2023
FootGPT : A Large Language Model Development Experiment on a Minimal Setting
Eren Unlu
ALM
11
0
0
16 Aug 2023
A Novel Site-Agnostic Multimodal Deep Learning Model to Identify Pro-Eating Disorder Content on Social Media
J. Feldman
17
0
0
06 Jul 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study
Joel Castaño
Silverio Martínez-Fernández
Xavier Franch
Justus Bogner
CVBM
13
33
0
18 May 2023
Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem
Purvish Jajal
Wenxin Jiang
Arav Tewari
Erik Kocinare
Joseph Woo
Anusha Sarraf
Yung-Hsiang Lu
George K. Thiruvathukal
James C. Davis
22
0
0
30 Mar 2023
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision
Wenxin Jiang
Vishnu Banna
Naveen Vivek
Abhinav Goel
Nicholas Synovic
George K. Thiruvathukal
James C. Davis
VLM
18
18
0
13 Mar 2023
Carbon Emissions and Large Neural Network Training
David A. Patterson
Joseph E. Gonzalez
Quoc V. Le
Chen Liang
Lluís-Miquel Munguía
D. Rothchild
David R. So
Maud Texier
J. Dean
AI4CE
239
626
0
21 Apr 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey
Tailin Liang
C. Glossner
Lei Wang
Shaobo Shi
Xiaotong Zhang
MQ
124
665
0
24 Jan 2021
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities
MohammadNoor Injadat
Abdallah Moubayed
Ali Bou Nassif
Abdallah Shami
57
96
0
11 Jan 2021
1