Amin Nikanjam

1. GitHub Copilot AI pair programmer: Asset or Liability?
   2022/06/30 by Arghavan Moradi Dakhel, Vahid Majdinasab, Dakhel, Arghavan Moradi +11 · 29 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
2. Bugs in Large Language Models Generated Code: An Empirical Study
   2024/03/13 by Florian Tambon, Arghavan Moradi Dakhel, Tambon, Florian +9 · 18 citations
   Computer Science · #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
3. Introducing v0.5 of the AI Safety Benchmark from MLCommons
   2024/04/18 by Bertie Vidgen, Vidgen, Bertie, Adarsh Agrawal +202 · 2 voices · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning
4. Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow
   2021/12/26 by Florian Tambon, Tambon, Florian, Amin Nikanjam +7 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Software Engineering Research #Machine Learning and Data Classification
5. Bugs in Machine Learning-based Systems: A Faultload Benchmark
   2022/06/24 by Mohammad Mehdi Morovati, Amin Nikanjam, Morovati, Mohammad Mehdi +7 · 6 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)
6. Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
   2021/01/01 by Amin Nikanjam, Mohammad Mehdi Morovati, Nikanjam, Amin +5 · 2 citations
   Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research
7. A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks
   2022/08/25 by Paulina Stevia Nouwou Mindom, Amin Nikanjam, Mindom, Paulina Stevia Nouwou +3 · 1 citation
   Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Advanced Malware Detection Techniques
8. On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods
   2021/11/08 by Paulina Stevia Nouwou Mindom, Amin Nikanjam, Mindom, Paulina Stevia Nouwou +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Smart Grid Security and Resilience
9. Quality issues in Machine Learning Software Systems
   2022/08/18 by Pierre-Olivier Côté, Côté, Pierre-Olivier, Amin Nikanjam +5 · 1 citation
   Computer Science · #Software Engineering Research
10. Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges
    2023/08/23 by Ahmed Haj Yahmed, Altaf Allah Abbassi, Yahmed, Ahmed Haj +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research
11. TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
    2024/07/30 by Florian Tambon, Tambon, Florian, Amin Nikanjam +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
12. Prism: Dynamic and Flexible Benchmarking of LLMs Code Generation with Monte Carlo Tree Search
    2025/04/07 by Vahid Majdinasab, Majdinasab, Vahid, Amin Nikanjam +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Text Readability and Simplification #Topic Modeling
13. GitHub Copilot AI pair programmer: Asset or Liability?
    2023/05/02 by Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam +4 · 1 citation
    Computer Science · #Formal Methods in Verification #Software Engineering Research #Software Testing and Debugging Techniques
14. An Efficient Model Maintenance Approach for MLOps
    2024/12/05 by Forough Majidi, Majidi, Forough, Foutse Khomh +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE)
15. Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
    2025/11/01 by Mina Taraghi, Yann Pequignot, Taraghi, Mina +7 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing