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Junchen Fu
Person information
- affiliation: University of Glasgow, Glasgow, UK
- affiliation: Westlake University, China
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2020 – today
- 2025
- [c6]Hongji Li
, Hanwen Du
, Youhua Li
, Junchen Fu
, Chunxiao Li
, Ziyi Zhuang
, Jiakang Li
, Yongxin Ni
:
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration. WSDM 2025: 782-791 - [c5]Ziyi Zhuang
, Hanwen Du
, Hui Han
, Youhua Li
, Junchen Fu
, Joemon M. Jose
, Yongxin Ni
:
Bridging the Gap: Teacher-Assisted Wasserstein Knowledge Distillation for Efficient Multi-Modal Recommendation. WWW 2025: 2464-2475 - [i13]Junchen Fu, Xuri Ge, Kaiwen Zheng, Ioannis Arapakis, Xin Xin, Joemon M. Jose:
LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation. CoRR abs/2502.12945 (2025) - [i12]Hui Han, Siyuan Li, Jiaqi Chen, Yiwen Yuan, Yuling Wu, Chak Tou Leong, Hanwen Du, Junchen Fu, Youhua Li, Jie Zhang, Chi Zhang, Li-jia Li, Yongxin Ni:
Video-Bench: Human-Aligned Video Generation Benchmark. CoRR abs/2504.04907 (2025) - [i11]Junchen Fu, Yongxin Ni, Joemon M. Jose, Ioannis Arapakis, Kaiwen Zheng, Youhua Li, Xuri Ge:
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation. CoRR abs/2504.10307 (2025) - [i10]Kaiwen Zheng, Xuri Ge, Junchen Fu, Jun Peng, Joemon M. Jose:
Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis. CoRR abs/2504.10351 (2025) - [i9]Hongji Li, Hanwen Du, Youhua Li, Junchen Fu, Chunxiao Li, Ziyi Zhuang, Jiakang Li, Yongxin Ni:
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration. CoRR abs/2504.14214 (2025) - [i8]Junchen Fu, Xuri Ge, Xin Xin, Haitao Yu, Yue Feng, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose:
The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval. CoRR abs/2504.14788 (2025) - 2024
- [c4]Xuri Ge
, Junchen Fu
, Fuhai Chen
, Shan An
, Nicu Sebe
, Joemon M. Jose
:
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning. ACM Multimedia 2024: 8189-8198 - [c3]Junchen Fu
, Xuri Ge
, Xin Xin
, Alexandros Karatzoglou
, Ioannis Arapakis
, Jie Wang
, Joemon M. Jose
:
IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. SIGIR 2024: 687-697 - [c2]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. WSDM 2024: 208-217 - [i7]Junchen Fu, Xuri Ge, Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Jie Wang, Joemon M. Jose:
IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. CoRR abs/2404.02059 (2024) - [i6]Xuri Ge, Junchen Fu, Fuhai Chen, Shan An, Nicu Sebe, Joemon M. Jose:
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning. CoRR abs/2408.00644 (2024) - [i5]Junchen Fu, Xuri Ge, Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Kaiwen Zheng, Yongxin Ni, Joemon M. Jose:
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation. CoRR abs/2411.02992 (2024) - 2023
- [c1]Zheng Yuan
, Fajie Yuan
, Yu Song
, Youhua Li
, Junchen Fu
, Fei Yang
, Yunzhu Pan
, Yongxin Ni
:
Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited. SIGIR 2023: 2639-2649 - [i4]Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni:
Where to Go Next for Recommender Systems? ID- vs. Modality-based recommender models revisited. CoRR abs/2303.13835 (2023) - [i3]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. CoRR abs/2305.15036 (2023) - [i2]Jiaqi Zhang, Yu Cheng, Yongxin Ni, Yunzhu Pan, Zheng Yuan, Junchen Fu, Youhua Li, Jie Wang, Fajie Yuan:
NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation. CoRR abs/2309.07705 (2023) - [i1]Yongxin Ni, Yu Cheng, Xiangyan Liu, Junchen Fu, Youhua Li, Xiangnan He, Yongfeng Zhang, Fajie Yuan:
A Content-Driven Micro-Video Recommendation Dataset at Scale. CoRR abs/2309.15379 (2023) - 2022
- [j1]Junchen Fu, Zhaohui Qi:
A TDF-WNSP-WLFM algorithm for product recommendation based on multiple types of implicit user behavior. J. Supercomput. 78(16): 17776-17796 (2022)
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last updated on 2025-05-25 16:59 CEST by the dblp team
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