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Amin Nikanjam — most-cited papers & profile · Large Language Models
← authors
·
overview
Amin Nikanjam
21
papers ·
288
citations ·
19
h-index
Huawei Technologies (Canada) · Polytechnique Montréal
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Most-cited papers
GitHub Copilot AI pair programmer: Asset or Liability?
2022 · 40 citations
Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
2021 · 38 citations
Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
2021 · 38 citations
Automatic Fault Detection for Deep Learning Programs Using Graph Transformations
2021 · 28 citations
An Empirical Study of Challenges in Converting Deep Learning Models
2022 · 26 citations
On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods
2021 · 4 citations
Trained Without My Consent: Detecting Code Inclusion In Language Models Trained on Code
2024 · 4 citations
Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing
2023 · 3 citations
Bugs in Large Language Models Generated Code: An Empirical Study
2024 · 3 citations
A Taxonomy of Inefficiencies in LLM-Generated Python Code
2025 · 2 citations
A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks
2022 · 2 citations
Bugs in Machine Learning-based Systems: A Faultload Benchmark
2022 · 1 citations
Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
2024 · 1 citations
Game-Theoretic Multi-Agent Control for Robust Contextual Reasoning in LLMs
2026
ReCatcher: Towards LLMs Regression Testing for Code Generation
2025
Top co-authors
Arghavan Moradi Dakhel
· 1
Florian Tambon
· 1
Foutse Khomh
· 1
Giuliano Antoniol
· 1
Michel C. Desmarais
· 1
Topics
Software Engineering
Code Models
Code Generation
Bug Detection
Testing
Code Understanding
Multi-Agent
Value-Based
Survey Paper
Code Translation