Junchen Fu
Scholar

Junchen Fu

Google Scholar ID: V3r0t9sAAAAJ
University of Glasgow
MultimodalityLLMVideo GenerationRecommender Systems
Citations & Impact
All-time
Citations
485
 
H-index
7
 
i10-index
6
 
Publications
20
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Publications: Multiple papers accepted at IEEE TKDE, EMNLP2025, CIKM2025, etc.; Awards: Supervised students achieving A1 and A2 grades; Google Scholar citations surpassed 500.
Research Experience
  • Worked as a Research Assistant at Westlake University under the supervision of Prof. Fajie Yuan, focusing on modality-based recommender systems. Currently a visiting scholar at Leiden University, advised by Prof. Zhaochun Ren and Prof. Suzan Verberne.
Education
  • PhD: University of Glasgow, School of Computing Science, Advisor: Prof. Joemon M. Jose; MSc: The Chinese University of Hong Kong, Computer Science, Graduated with Dean’s List honors.
Background
  • Research Interests: Multimodal Recommendation/Information Retrieval, Efficient Finetuning for Multimodal Foundation Models, New Multimedia Applications using Generative Models (Including LLMs and Diffusion models). Background: Third-year PhD candidate, enjoys tackling non-trivial research questions with simple yet effective solutions.
Miscellany
  • Personal Interests: Welcomes self-motivated MSc students from UofG to collaborate on research projects, especially those interested in pursuing a PhD.