Han Hu (胡晗)
About Me
I am Han Hu, Chinese 胡晗, a final-year PhD student at Monash University, Australia.
My research interests lie at the intersection of software engineering and deep learning. I am currently engaged in the following research topics:
- Mobile Application Analysis: This includes:
- Cross-device GUI Adaptation and Exploration (phone & tablet & TV) [TOSEM’2024, NeurIPS’2023, TOSEM’2023a]
- Cross-platform App Analysis (Android & iOS) [TOSEM’2023b]
- Analysis of Vulnerabilities in On-device Models [TOSEM’2023b, WWW’2022, ICSE’2021]
- AI & LLM-Assisted Software Development: My focus in this area includes:
- Benchmark & Dataset Construction for LLM related tasks [Starcoder1 & Starcoder2, under review 1]
- Code Generation [under reivew 2, TOSEM’2021, ICONIP’2019]
- GUI Conversion [NeurIPS’2023]
If you are interested in collaborating on a project or paper with me, please feel free to send me an email at agmaiofhuhan@gmail.com, or han.hu@monash.edu.
Actively Seeking Full-time Employment
I am currently on the job market, actively pursuing opportunities as a Research Scientist, Research Engineer or Postdoc. My expertise centers around Code Generation, App Analysis, establishing LLM benchmarks and datasets, and LLM-driven product development, among other related areas. I have a strong inclination towards industry-driven projects and roles that emphasize practical applications beyond solely contributing top-tier publications. While I am deeply involved in research, I am very confident in my coding and communication skills. Before starting my PhD, I accumulated one year of full-time work experience as a Researcher & Developer in industry.
If there is an opening in your team that aligns with my skills, please feel free to contact me to arrange an interview.
Latest News
- Aug, 2024: I will serve as a paper reviewer in ICLR'2025. Thanks for the invitation.
- Aug, 2024: I will serve as a Program Committee of ICSE'2025 Artifact Evaluation Track. Thanks for the invitation.
- July, 2024: I will serve as a paper reviewer in TOSEM'2024. Thanks for the invitation.
- Jun, 2024: We release bigcodeBench. Feel free to visit its github homepage for more details.
- Jun, 2024: I will serve as a paper reviewer in CSCW'2024 (poster track). Thanks for the invitation.
- May, 2024: I will serve as a paper reviewer in NeurIPS'2024. Thanks for the invitation.
- May, 2024: One paper has been accepted in TOSEM.