Linghao Zhang

About Me

Hey there! 👋 I’m Linghao, a final year undergrad at Wuhan University. Currently, I’m a research intern at Microsoft Research. I am fortunate to have worked with Prof. Saikat Dutta from Cornell for wonderful months. I’m dedicated to the intersection of Software Engineering and ML, my goals are (1) building advanced code intelligence systems to help people create great software, and conversely, (2) leveraging best practices from SE to guide the developing, testing, and maintaining software systems with ML components.

I’m looking for a PhD position in 25Fall.

Research Interests

• ML for SE: Language Models for SE, Evaluating and Benchmarking for Code LLMs.
• SE for ML: MLOps (MLflow, Metaflow), Software Testing for ML-based Systems.
• Mining Software Repositories: GitHub, Software Heritage, and other code sources at large-scale, CI/CD, OSS.

News

• [Jan. 2025] Our latest paper, DI-Bench, is now available on arXiv! We introduce a novel CI-based benchmark curation pipeline for software engineering tasks at the repository level.
• [Aug. 2024] 🥳 I will be joining Microsoft Research (MSRA Shanghai, DKI Group) as a research intern. Ping me if you are in Shanghai and want to grab a meal together!
• [Jun. 2024] 🧐 Check out our latest work 🔎REACT exploring how commit message generation can be enhanced by retrieving similar examples!
• [Dec. 2023] 🤠 My academic rookie has been accepted by SANER 2024 ERA track, have a look if you are interested in LLM for CMG!

Publications