IISAN: Efficiently Adapting Multimodal Representation for Sequential
Recommendation with Decoupled PEFT

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

2 April 2024

Alexandros Karatzoglou

Ioannis Arapakis

Papers citing "IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT"

11 / 11 papers shown

Title
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 OffRL 14 3 0 21 Apr 2025
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration H. Li Hanwen Du Y. Li Junchen Fu Chunxiao Li Ziyi Zhuang Jiakang Li Yongxin Ni AI4TS 17 0 0 19 Apr 2025
Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis Kaiwen Zheng Xuri Ge Junchen Fu Jun Peng J. Jose CVBM 40 0 0 14 Apr 2025
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation Junchen Fu Yongxin Ni J. Jose Ioannis Arapakis Kaiwen Zheng Y. Li Xuri Ge 26 0 0 14 Apr 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 76 0 0 07 Mar 2025
Benchmarking LLMs in Recommendation Tasks: A Comparative Evaluation with Conventional Recommenders Qijiong Liu Jieming Zhu Lu Fan Kun Wang Hengchang Hu Wei Guo Yong Liu Xiao-Ming Wu 41 0 0 07 Mar 2025
LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation Junchen Fu Xuri Ge Kaiwen Zheng Ioannis Arapakis Xin Xin J. Jose 77 0 0 20 Feb 2025
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation Junchen Fu Xuri Ge Xin Xin Alexandros Karatzoglou Ioannis Arapakis Kaiwen Zheng Yongxin Ni J. Jose 23 0 0 05 Nov 2024
Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning Yaming Yang Zhe Wang Fuhai Chen Wei Zhao Weigang Lu Joemon M. Jose CVBM 23 1 0 01 Aug 2024
Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching Xuri Ge Fuhai Chen Songpei Xu Fuxiang Tao Jie Wang Joemon M. Jose 21 0 0 05 Jun 2024
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 178 281 0 06 Nov 2021