Ming, Zhen
- GitHub Copilot AI pair programmer: Asset or Liability?
2022/06/30 by Arghavan Moradi Dakhel, Dakhel, Arghavan Moradi, Vahid Majdinasab +11 · 43 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
- Bugs in Machine Learning-based Systems: A Faultload Benchmark
2022/06/24 by Mohammad Mehdi Morovati, Morovati, Mohammad Mehdi, Amin Nikanjam +7 · 8 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Radiation Effects in Electronics #Software Engineering (cs.SE)
- Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap
2024/10/08 by Hassan, Ahmed E., Oliva, Gustavo A., Lin, Dayi +3 · 14 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning
2023/06/20 by Nima Shiri Harzevili, Harzevili, Nima Shiri, Alvine Boaye Belle +11 · 6 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
- Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers
2024/04/16 by Ahmed E. Hassan, Hassan, Ahmed E., Gustavo A. Oliva +9 · 7 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software System Performance and Reliability
- Can I use this publicly available dataset to build commercial AI software? -- A Case Study on Publicly Available Image Datasets
2021/11/03 by Gopi Krishnan Rajbahadur, Rajbahadur, Gopi Krishnan, Erika Tuck +15 · 1 voice · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Retinal Imaging and Analysis #Software Engineering (cs.SE) #cs.AI #cs.LG #cs.SE
- Bug Characterization in Machine Learning-based Systems
2023/07/26 by Morovati, Mohammad Mehdi, Nikanjam, Amin, Tambon, Florian +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Towards a Change Taxonomy for Machine Learning Systems
2022/03/21 by Aaditya Bhatia, Bhatia, Aaditya, Ellis E. Eghan +11 · 2 citations
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- An Exploratory Study on Machine Learning Model Stores
2019/05/25 by Minke Xiu, Xiu, Minke, Zhen Ming +4 · 1 citation
Decision Sciences · Computer Science · Materials Science · #Scientific Computing and Data Management #Advanced Data Storage Technologies #Machine Learning in Materials Science
- Checker Bug Detection and Repair in Deep Learning Libraries
2024/10/09 by Nima Shiri Harzevili, Harzevili, Nima Shiri, Mohammad Mahdi Mohajer +18 · 1 citation
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Advanced Data Storage Technologies