175 citations · 175 across the 1 of their papers we have counts for
4 papers
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…
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…
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting
Mingjie Qiu, Zhiyi Tan, Bing-kun Bao
Infectious disease forecasting has been a key focus and proved to be crucial in controlling epidemic. A recent trend is to develop forecast-ing models based on graph neural network…
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…