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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…
cs.IR2019
On a scalable problem transformation method for multi-label learning
Dora Jambor, Peng Yu
Binary relevance is a simple approach to solve multi-label learning problems where an independent binary classifier is built per each label. A common challenge with this in real-wo…