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Junchen Fu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Junchen Fu
6
papers ·
153
citations ·
0
h-index
University of Glasgow
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited
2023 · 152 citations
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
2024 · 1 citations
Are Multimodal Embeddings Truly Beneficial for Recommendation? A Deep Dive into Whole vs. Individual Modalities
2025
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation
2025
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
2024
Top co-authors
Joemon M. Jose
· 3
Yongxin Ni
· 3
Ioannis Arapakis
· 2
Kaiwen Zheng
· 2
Xuri Ge
· 2
Youhua Li
· 2
Alexandros Karatzoglou
· 1
Fajie Yuan
· 1
Fei Yang
· 1
Hanwen Du
· 1
Kaiwen Zheng
· 1
Qi Guo
· 1
Topics
Sequential & Session
Ranking & CTR
LLM-based
Cold Start & Cross-Domain
Graph-based
Collaborative Filtering