👨🎓 About Me
I am a PhD student in Computer Science at Beijing Institute of Technology, supervised by Prof. Heyan Huang. In the past, I got a Master’s degree in Advanced Design Informatics (MSc-21 months) at the School of Informatics, the University of Edinburgh, supervised by Prof. John Vines. I spent four years of my undergraduate studies at Xi’an Jiaotong-Liverpool University, advised by Prof. Yong Yue (岳勇) and assessed by Dr. Xiaohui Zhu (朱晓辉).
I was an intern in AI-generated content research at the State Key Laboratory of CAD&CG, Zhejiang University (浙江大学CAD&CG国家级重点实验室), advised by Prof. Xiaogang Jin (金小刚). In addition, I have also interned at companies like China Mobile and China Telecom in the past.
My research interest includes Human-computer interaction, Generative AI, Computer Vision, and Multimodal.
I come from Quanzhou, Fujian, China. I have a passion for travel and photography (my favorite photos from my travels will be shown at the bottom of the webpage). My current aspiration is to design better interaction tools between humans and generative AI.
🔥 News
- 2023.11.26: ✨ My bachelor’s thesis is accepted by the Journal of Intelligent data analysis, IOS Press.
📝 Publications
Seeking Inspiration through Human-LLM Interaction
Xinrui Lin, Heyan Huang, Kaihuang Huang, Xin Shu, John Vines
- Seeking Inspiration through Human-LLM Interaction.

CCTSDB dataset enhancement based on a cross-augmentation method for image datasets
Xinrui Lin, Wei Wang, Xiaohui Zhu, Yong Yue
Bachelor’s thesis
- A cross-augmentation method for traffic image datasets based on the YOLOX target detection algorithm to fill the gap in comprehensive Chinese traffic datasets.
- Object Detection in Aerial Images Using DOTA Dataset: A Survey. Ziyi Chen, Huayou Wang, Xinyuan Wu, Jing Wang, Xinrui Lin, Cheng Wang, Kyle Gao, Michael Chapman, Dilong Li. International Journal of Applied Earth Observation and Geoinformation, 134, p.104208. 2024 Nov
- 基于 Android Things 的 LED 灯开关试验探索. Xinrui Lin. 电脑知识与技术. 2018
🎖️ Honors and Awards
- 2024.7 MSc Advanced Design Informatics – Merit.
- 2022.7 BSc Information and Computing Science – First Class Honors.
📖 Educations
- 2024.09 - (now), PhD Computer Science, Beijing Institute of Technology, Beijing, China.
- 2022.09 - 2024.07, MSc Advanced Design Informatics, the University of Edinburgh, Edinburgh, United Kingdom.
- 2018.09 - 2022.07, BSc Information and Computing Science, Xi’an Jiaotong-Liverpool University (XJTLU), Suzhou, China.
💻 Internships
- 2023.06 - 2023.09, Research intern, the State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China.
- 2021.07 - 2021.08, Big data management, China Mobile Limited, Quanzhou, China.
- 2020.07 - 2020.08, System demand analysis and support, China Mobile Limited, Quanzhou, China.
- 2019.06 - 2019.06, Engineering Construction Management, China Telecom Limited, Quanzhou, China.