Michele Tufano

Deep learning code fragments for code clone detection

Martin White, Michele Tufano, Christopher Vendome et al. · 2016 · 560 citations

Software Maintenance, Engineering, Machine Learning +21

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Shuai Lu, Daya Guo, Shuo Ren et al. · arXiv (Cornell University) · 2021 · 415 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +19

SEQUENCER: Sequence-to-Sequence Learning for End-to-End Program Repair

Zimin Chen, Steve Kommrusch, Michele Tufano et al. · IEEE Transactions on Software Engineering · 2019 · 382 citations · Full text

GraphCodeBERT: Pre-training Code Representations with Data Flow

Daya Guo, Shuo Ren, Shuai Lu et al. · 2021 · 332 citations

Engineering, Machine Learning, Software Engineering +20

When and Why Your Code Starts to Smell Bad (and Whether the Smells Go Away)

Michele Tufano, Fabio Palomba, Gabriele Bavota et al. · IEEE Transactions on Software Engineering · 2017 · 225 citations · Full text