Jiang, Wenxin
- An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry
2023/01/01 by Wenxin Jiang, Nicholas Synovic, Jiang, Wenxin +13 · 9 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
- 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)
- "I see models being a whole other thing": An Empirical Study of Pre-Trained Model Naming Conventions and A Tool for Enhancing Naming Consistency
2023/10/02 by Wenxin Jiang, Jiang, Wenxin, Kim, Mingyu +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Reusing Deep Learning Models: Challenges and Directions in Software Engineering
2024/04/25 by James C. Davis, Davis, James C., Purvish Jajal +9 · 3 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
- PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages
2023/01/01 by Wenxin Jiang, Nicholas Synovic, Jiang, Wenxin +13 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Topic Modeling
- PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
2024/02/01 by Jiang, Wenxin, Yasmin, Jerin, Jones, Jason +6 · 2 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Large Language Models for Energy-Efficient Code: Emerging Results and Future Directions
2024/10/11 by Arjun Gupte, Peng, Huiyun, Gupte, Arjun +17 · 2 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- ConfuGuard: Using Metadata to Detect Active and Stealthy Package Confusion Attacks Accurately and at Scale
2025/02/27 by Jiang, Wenxin, Çakar, Berk, Lysenko, Mikola +1 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- 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
- Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics
2022/07/24 by Synovic, Nicholas, Hyatt, Matt, Sethi, Rohan +11 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- PeaTMOSS: Mining Pre-Trained Models in Open-Source Software
2023/10/05 by Jiang, Wenxin, Jones, Jason, Yasmin, Jerin +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- PickleBall: Secure Deserialization of Pickle-based Machine Learning Models (Extended Report)
2025/08/21 by Kellas, Andreas D., Christou, Neophytos, Jiang, Wenxin +6 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AI Safety in the Eyes of the Downstream Developer: A First Look at Concerns, Practices, and Challenges
2025/03/25 by Gao, Haoyu, Zahedi, Mansooreh, Jiang, Wenxin +3 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)