Junchen Fu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
8
Active years
2023–2026
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ECIR | Are Multimodal Embeddings Truly Beneficial for Recommendation? A Deep Dive into Whole vs. Individual Modalities. | Yu Ye, Junchen Fu, Yu Song, Kaiwen Zheng, Joemon M. Jose |
| 2026 | SIGIR | Differentiable Semantic ID for Generative Recommendation. | Junchen Fu, Xuri Ge, Alexandros Karatzoglou, Ioannis Arapakis, Suzan Verberne, Joemon M. Jose, Zhaochun Ren |
| 2025 | CIKM | A Content-Driven Micro-Video Recommendation Dataset at Scale. | Yongxin Ni, Yu Cheng, Xiangyan Liu, Junchen Fu, Youhua Li, Xiangnan He, Yongfeng Zhang, Fajie Yuan |
| 2025 | CIKM | Frequency-Decoupled Distillation for Efficient Multimodal Recommendation. | Ziyi Zhuang, Hongji Li, Junchen Fu, Jiacheng Liu, Joemon M. Jose, Youhua Li, Yongxin Ni |
| 2025 | CVPR | Video-Bench: Human-Aligned Video Generation Benchmark. | Hui Han, Siyuan Li, Jiaqi Chen, Yiwen Yuan, Yuling Wu, Yufan Deng, Chak Tou Leong, Hanwen Du, Junchen Fu, Youhua Li, Jie Zhang, Chi Zhang, Li-jia Li, Yongxin Ni |
| 2025 | EMNLP | SOLAR: Serendipity Optimized Language Model Aligned for Recommendation. | Zichen Yuan, Lifan Sun, Yucen Zhuang, Yue Wang, Xinyuan Song, Tianqi Xu, Siyuan Li, Junchen Fu, Youhua Li, Sirui Hong, Jiaqi Chen, Joemon M. Jose, Yongxin Ni |
| 2025 | ICML | Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering. | Yaoqin He, Junchen Fu, Kaiwen Zheng, Songpei Xu, Fuhai Chen, Jie Li, Joemon M. Jose, Xuri Ge |
| 2025 | WWW | The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval. | Junchen Fu, Xuri Ge, Xin Xin, Haitao Yu, Yue Feng, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose |
| 2025 | WWW | The DenseCap-Guided Attention Network For Image-Text Matching. | Xuri Ge, Linqing Li, Songpei Xu, Kaiwen Zheng, Yaoqin He, Junchen Fu, Joemon M. Jose |
| 2025 | WWW | Exploring Multimodal Pre-trained Models for Speech Emotion Recognition. | Zhiyu Liu, Junchen Fu, Kaiwen Zheng, Joemon M. Jose |
| 2025 | WWW | Bridging the Gap: Teacher-Assisted Wasserstein Knowledge Distillation for Efficient Multi-Modal Recommendation. | Ziyi Zhuang, Hanwen Du, Hui Han, Youhua Li, Junchen Fu, Joemon M. Jose, Yongxin Ni |
| 2025 | WSDM | Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration. | Hongji Li, Hanwen Du, Youhua Li, Junchen Fu, Chunxiao Li, Ziyi Zhuang, Jiakang Li, Yongxin Ni |
| 2024 | SIGIR | IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. | Junchen Fu, Xuri Ge, Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Jie Wang, Joemon M. Jose |
| 2024 | WSDM | Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. | Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan |
| 2023 | SIGIR | Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited. | Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni |