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.

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