CV
Curriculum Vitae
Basics
| Name | Fan Xu |
| Institution | University of Luxembourg |
| Position | Ph.D. Candidate in Multimodal Deep Learning |
Education
-
2023.06 - Present Luxembourg
-
2019.10 - 2022.05 Germany
-
2013.09 - 2015.07 China
-
2012.09 - 2016.07 China
Bachelor of Science
Northwest University
Financial Mathematics and Statistics
- Thesis: Graphic User Interface Design and Quadratic Surface Visualization
Work
-
2023.06 - Present Ph.D. Research
University of Luxembourg
Multimodal Deep Learning and Information Retrieval
- Multimodal representation alignment for cross-modal information retrieval: embedding-space geometry, similarity metrics, contrastive learning, and visual-textual alignment.
- Training-free and zero-shot composed image retrieval using multimodal large language models and diffusion models.
- Cross-modal and cross-lingual retrieval across historical image and text collections using vision-language models, translation, and summarization.
-
2021.05 - 2021.07 Beijing, China
-
2016.12 - 2017.06 Xi'an, China
-
2016.10 - 2016.12 Xi'an, China
Programming and Tools
- Python Proficient
- R Proficient
- MATLAB Proficient
- SQL Proficient
- Spark Proficient
- LaTeX Proficient
- Java Familiar
- Scala Familiar
- C++ Fundamental
Languages
| Chinese |
| Native |
| English |
| C2 |
| German |
| B1 |
| Japanese |
| N2 |