Nicholas Synovic

1. An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry
   2023/01/01 by Wenxin Jiang, Jiang, Wenxin, Nicholas Synovic +13 · 10 citations
   Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
2. What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims
   2024/06/12 by Jason Jones, Wenxin Jiang, Jones, Jason +7 · 6 citations
   Psychology · Social Sciences · #Emotions and Moral Behavior #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychological Testing and Assessment #Psychology of Social Influence #Software Engineering (cs.SE)
3. PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages
   2023/01/01 by Wenxin Jiang, Nicholas Synovic, Jiang, Wenxin +13 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Topic Modeling
4. Reusing Deep Learning Models: Challenges and Directions in Software Engineering
   2024/04/25 by James C. Davis, Davis, James C., Purvish Jajal +9 · 4 citations
   Business, Management and Accounting · Computer Science · Engineering · #Advanced Data Processing Techniques #Business Process Modeling and Analysis #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability
5. PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
   2024/02/01 by Wenxin Jiang, Jiang, Wenxin, Jerin Yasmin +15 · 3 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Software Engineering (cs.SE)
6. Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision
   2023/03/13 by Wenxin Jiang, Jiang, Wenxin, Vishnu Banna +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research