Sen Fang
Engineering Building II, Room 3228
890 Oval Dr
Raleigh NC, USA
I am a Ph.D. Candidate in the Department of Computer Science at NC State University, advised by Prof. Bowen Xu (SoftMax Lab). Before joining NC State, I was a research engineer at KTH Royal Institute of Technology, under the guidance of Prof. Martin Monperrus. In summer 2025, I interned at Hedra as a Machine Learning Engineer. I obtained my M.Sc. from Central China Normal University.
My research lies at the intersection of large language models and software engineering. I work on both sides of this relationship: applying LLMs to automate software engineering tasks such as program repair, code optimization, and vulnerability detection (AI4SE), and studying the reliability and robustness of LLMs themselves when deployed for code-related tasks (SE4AI). I am broadly interested in building more trustworthy and capable AI systems for software development.
In my leisure time, I enjoy Japanese Anime and channeling my creativity into writing novels. Additionally, I have a passion for exploring different computer games. A heartfelt thanks to my sweetheart Kiki, whose generosity has expanded my gaming adventures with numerous new additions to my collection.
news
| Jun 11, 2025 | Our work RepairLLaMA got accepted by TSE! |
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| May 01, 2025 | Started a Machine Learning Engineer internship at Hedra, working on generative video models! |
| Jan 15, 2025 | Our work Deep Smart Contract Intent Detection got accepted by SANER 2025! |
| Dec 01, 2024 | Our work Enhancing Android Malware Detection got accepted by ACM TOSEM! |
| Aug 19, 2024 | Started my Ph.D. journey at NC State University, advised by Prof. Bowen Xu! |
| Jul 08, 2024 | Our work Supersonic got accepted by IEEE TSE! |
| Jun 28, 2024 | Our work Generative AI to Generate Test Data Generators got accepted by IEEE Software! |
| Apr 30, 2024 | I finally decided to accept PhD offer from NC State University and start my PhD career at 2024 Fall. |
selected publications
- Smaller = Weaker? Benchmarking Robustness of Quantized LLMs in Code GenerationarXiv preprint arXiv:2508.20086, 2025
- Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric TasksACM Transactions on Software Engineering and Methodology, 2025