Junchen Fu

Personal Homepage: https://junchen-fu.github.io/

Google Scholar: https://scholar.google.com/citations?user=V3r0t9sAAAAJ&hl=en

Room 219

School of Computing Science,

University of Glasgow,

Sir Alwyn Williams Building (SAWB),

Glasgow

Research title: Enhancing Transfer Learning for Modality-based Recommender Systems by Adapters

Research Summary

My current research interest is in building efficient multimodal recommendation and information retrieval systems.

Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan. Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights (Accepted by WSDM2024)

Publications

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Jump to: 2024
Number of items: 1.

2024

Fu, J., Ge, X. , Xin, X., Karatzoglou, A., Arapakis, I., Wang, J. and Jose, J. (2024) IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

This list was generated on Sun Apr 28 10:21:24 2024 BST.
Jump to: Conference Proceedings
Number of items: 1.

Conference Proceedings

Fu, J., Ge, X. , Xin, X., Karatzoglou, A., Arapakis, I., Wang, J. and Jose, J. (2024) IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)

This list was generated on Sun Apr 28 10:21:24 2024 BST.

Supervisors