Joanna C. S. Santos
- Large Language Models in Computer Science Education: A Systematic Literature Review
2024/10/21 by Nishat Raihan, Mohammed Latif Siddiq, Raihan, Nishat +5 · 10 citations
Computer Science · #Online Learning and Analytics
- The Fault in our Stars: Quality Assessment of Code Generation Benchmarks
2024/04/15 by Mohammed Latif Siddiq, Simantika Dristi, Siddiq, Mohammed Latif +5 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- A Large-Scale Exploit Instrumentation Study of AI/ML Supply Chain Attacks in Hugging Face Models
2024/10/06 by Beatrice Casey, Joanna C. S. Santos, Casey, Beatrice +3 · 5 citations
Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning
- MojoBench: Language Modeling and Benchmarks for Mojo
2024/10/23 by Nishat Raihan, Joanna C. S. Santos, Raihan, Nishat +3 · 3 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia Communication and Technology #Recommender Systems and Techniques #Video Analysis and Summarization
- FRANC: A Lightweight Framework for High-Quality Code Generation
2023/07/17 by Mohammed Latif Siddiq, Beatrice Casey, Siddiq, Mohammed Latif +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- SALLM: Security Assessment of Generated Code
2023/11/01 by Mohammed Latif Siddiq, Joanna C. S. Santos, Sajith Devareddy +1 · 1 voice
Computer Science · #Advanced Malware Detection Techniques #Security and Verification in Computing #Software Engineering Research #cs.AI #cs.SE
- Large Language Models for Software Engineering: A Reproducibility Crisis
2025/11/29 by Mohammed Latif Siddiq, Siddiq, Mohammed Latif, Arvin Islam-Gomes +5 · 2 citations
Decision Sciences · Computer Science · Materials Science · #Scientific Computing and Data Management #Software Engineering Research #Machine Learning in Materials Science