175 citations · 209 across the 4 of their papers we have counts for
Showing cs.IRShow all
3 papers · 1 filter
cs.IR2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation
Qile Fan, Penghang Yu, Zhiyi Tan +2
Multimedia recommender systems focus on utilizing behavioral information and content information to model user preferences. Typically, it employs pre-trained feature encoders to ex…
cs.IR2023
LD4MRec: Simplifying and Powering Diffusion Model for Multimedia Recommendation
Jiarui Zhu, Jun Hou, Penghang Yu +2
Multimedia recommendation aims to predict users' future behaviors based on observed behaviors and item content information. However, the inherent noise contained in observed behavi…
cs.IR2023★ 175 cited
Multi-View Graph Convolutional Network for Multimedia Recommendation
Penghang Yu, Zhiyi Tan, Guanming Lu +1
Multimedia recommendation has received much attention in recent years. It models user preferences based on both behavior information and item multimodal information. Though current…