James C. Davis

1. Exploiting Input Sanitization for Regex Denial of Service
   2023/03/03 by Efe Barlas, Xin Du, Barlas, Efe +3 · 2 voices · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.CR #cs.SE
2. 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 · 12 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
3. SoK: Analysis of Software Supply Chain Security by Establishing Secure Design Properties
   2024/06/14 by Chinenye Okafor, Taylor R. Schorlemmer, Okafor, Chinenye +5 · 9 citations
   Computer Science · #Information and Cyber Security #Software Engineering Techniques and Practices
4. What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims
   2024/06/12 by Jason Jones, Jones, Jason, Wenxin Jiang +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)
5. It’s Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States
   2016/02/11 by Erling Barth, Alex Bryson, James C. Davis +1 · 2 citations
   Business, Management and Accounting · Economics, Econometrics and Finance · #Corporate Finance and Governance #Firm Innovation and Growth #Labor market dynamics and wage inequality
6. "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 · 4 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
7. 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
8. Why Aren't Regular Expressions a Lingua Franca? An Empirical Study on\n the Re-use and Portability of Regular Expressions
   2021/05/10 by James C. Davis, Davis, James C., Louis G. Michael +7 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Web Application Security Vulnerabilities
9. An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures
   2023/08/09 by Tanmay Singla, Dharun Anandayuvaraj, Singla, Tanmay +7 · 4 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
10. 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
11. An Interview Study on Third-Party Cyber Threat Hunting Processes in the U.S. Department of Homeland Security
    2024/02/19 by William P. Maxam, James C. Davis, Maxam, William P. +1 · 3 citations
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #Cybersecurity and Cyber Warfare Studies #FOS: Computer and information sciences #Information and Cyber Security #Software Engineering (cs.SE)
12. An Exploratory Mixed-Methods Study on General Data Protection Regulation (GDPR) Compliance in Open-Source Software
    2024/06/20 by Lucas Franke, Huayu Liang, Franke, Lucas +9 · 3 citations
    Social Sciences · #Privacy, Security, and Data Protection
13. PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
    2024/02/01 by Wenxin Jiang, Jerin Yasmin, Jiang, Wenxin +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)
14. Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge
    2024/07/01 by Nicholas Eliopoulos, Purvish Jajal, Eliopoulos, Nick John +9 · 3 citations
    Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG)
15. A First Look at the General Data Protection Regulation (GDPR) in Open-Source Software
    2024/01/26 by Lucas Franke, Huayu Liang, Franke, Lucas +7 · 2 citations
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Open Source Software Innovations #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE)
16. Large Language Models for Energy-Efficient Code: Emerging Results and Future Directions
    2024/10/11 by Peng, Huiyun, Arjun Gupte, Nicholas Eliopoulos +17 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
17. Improving Developers' Understanding of Regex Denial of Service Tools through Anti-Patterns and Fix Strategies
    2022/12/15 by Sk Adnan Hassan, Hassan, Sk Adnan, Zainab Aamir +7 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information and Cyber Security #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Web Application Security Vulnerabilities
18. Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision
    2023/03/13 by Wenxin Jiang, Vishnu Banna, Jiang, Wenxin +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
19. Reflecting on the Use of the Policy-Process-Product Theory in Empirical Software Engineering
    2023/08/23 by Kelechi G. Kalu, Taylor R. Schorlemmer, Kalu, Kelechi G. +9 · 1 citation
    Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #Innovative Approaches in Technology and Social Development #Software Engineering (cs.SE) #Software Engineering Techniques and Practices
20. Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices
    2022/06/27 by Dharun Anandayuvaraj, Pujita Thulluri, Anandayuvaraj, Dharun +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
21. Token Turing Machines are Efficient Vision Models
    2024/09/11 by Purvish Jajal, Nicholas Eliopoulos, Jajal, Purvish +8 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
22. On the Contents and Utility of IoT Cybersecurity Guidelines
    2023/10/02 by Jesse Chen, Dharun Anandayuvaraj, Chen, Jesse +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information and Cyber Security #Software Engineering (cs.SE) #Software Engineering Techniques and Practices #Software System Performance and Reliability
23. Detecting Music Performance Errors with Transformers
    2025/01/03 by Purvish Jajal, Chou, Benjamin Shiue-Hal, Jajal, Purvish +13 · 2 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
24. AI Failures in the Eyes of the Downstream Developer: A First Look at Concerns, Practices, and Challenges
    2025/03/25 by Haoyu Gao, Gao, Haoyu, Mansooreh Zahedi +9 · 1 citation
    Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Software Engineering (cs.SE)