Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation. - Junchen Fu; Xuri Ge; Xin Xin 003; Alexandros Karatzoglou; Ioannis Arapakis; Kaiwen Zheng 002; Yongxin Ni; Joemon M. Jose (CoRR, 2024)

Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis. - Kaiwen Zheng 002; Xuri Ge; Junchen Fu; Jun Peng; Joemon M. Jose (ICME, 2025)

Double-Filter: Efficient Fine-tuning of Pre-trained Vision-Language Models via Patch&Layer Filtering. - Yaoqin He; Junchen Fu; Kaiwen Zheng 002; Songpei Xu; Fuhai Chen; Jie Li 052; Joemon M. Jose; Xuri Ge (ICML, 2025)

The DenseCap-Guided Attention Network For Image-Text Matching. - Xuri Ge; Linqing Li; Songpei Xu; Kaiwen Zheng 002; Yaoqin He; Junchen Fu; Joemon M. Jose (WWW (Companion Volume), 2025)

Exploring Multimodal Pre-trained Models for Speech Emotion Recognition. - Zhiyu Liu; Junchen Fu; Kaiwen Zheng 002; Joemon M. Jose (WWW (Companion Volume), 2025)

LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation. - Junchen Fu; Xuri Ge; Kaiwen Zheng 002; Ioannis Arapakis; Xin Xin 003; Joemon M. Jose (CoRR, 2025)

CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation. - Junchen Fu; Yongxin Ni; Joemon M. Jose; Ioannis Arapakis; Kaiwen Zheng 002; Youhua Li; Xuri Ge (CoRR, 2025)

Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation. - Junchen Fu; Xuri Ge; Xin Xin 007; Alexandros Karatzoglou; Ioannis Arapakis; Kaiwen Zheng 002; Yongxin Ni; Joemon M. Jose (IEEE Trans. Knowl. Data Eng., 2025)

Are Multimodal Embeddings Truly Beneficial for Recommendation? A Deep Dive into Whole vs. Individual Modalities. - Yu Ye; Junchen Fu; Yu Song 007; Kaiwen Zheng 002; Joemon M. Jose (ECIR (3), 2026)

Focal-RegionFace: Generating Fine-Grained Multi-attribute Descriptions for Arbitrarily Selected Face Focal Regions. - Kaiwen Zheng 002; Junchen Fu; Songpei Xu; Yaoqin He; Joemon M. Jose; Han Hu; Xuri Ge (CoRR, 2026)

Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues. - Junchen Fu; Wenhao Deng 004; Kaiwen Zheng 002; Ioannis Arapakis; Yu Ye; Yongxin Ni; Joemon M. Jose; Xuri Ge (CoRR, 2026)