Linghao Zhang Email and Phone Number

Research Topics: AI for Software Engineering, Repo-level Tasks, CI/CD.

Research Topics: MLOps, MLSys, Software Testing, OSS.Focused on researching foundational software infrastructure for machine learning in production, including open-source MLOps frameworks. Mining bugs from GitHub repositories’ PRs and issues, and identifying common patterns in root causes and fixes across different MLOps from a high-level perspective.

Research Topics: Code Language Models (CodeT5, CodeLlama, StarCoder, etc.), LLMs, and their applications in SE.During the research, I focused on using language models with code capabilities to generate natural language text (com- mit message) in software engineering. I fully led the research, completing the entire process from literature review, idea come up, experimental work, to paper writing. Eventually, I published two papers [1][2] as the first author.

Research Topics: Natural Language Processing, BERT, Transformer, the life-cycle of training a LLM.