Michele Tufano
Michele Tufano has 2 papers in our library, in 2021–2025, most of them on Code & programming languages, Language models & pretraining, Evaluation & benchmarks; often with Alexey Svyatkovskiy, Daya Guo, Duyu Tang.
OpenAlex · ORCID · Wikidata · h-index 23 · 61 works · 4,256 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 172 times in our library · ⭐ Paper Stars ranking: #5434
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workInformation Systems · 2 worksArtificial Intelligence · 1 workComputer Science Applications · 1 workLanguage and Linguistics · 1 workComputer Networks and Communications · 1 workSoftware · 1 work
🧭 Topics 3Research subjects and languages the work is about.Code & programming languages · 2 worksLanguage models & pretraining · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- GraphCodeBERT: Pre-training Code Representations with Data Flow (2021 · 332 citations)
Most pre-trained models for source code read a program as a plain token sequence. This ignores structural information that shows what the code actually does. GraphCodeBERT adds data flow to the input: a graph in which variables are nodes and directed edges show which variables each value is derived from. The authors… - Evaluating Agent-based Program Repair at Google (2025 · 3 citations)
LLM-based repair agents have mostly been built and tested on open-source GitHub Python bugs, especially SWE-Bench.
Co-authors here
- Alexey Svyatkovskiy
- Daya Guo
- Duyu Tang
- Jose Cambronero
- Long Zhou
- Nan Duan
- Satish Chandra
- Shengyu Fu
- Shuai Lu
- Shujie Liu
- Shuo Ren
- Zhangyin Feng
Cited by
Updated
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