3 papers
cs.IR2022
Attention over Self-attention:Intention-aware Re-ranking with Dynamic Transformer Encoders for Recommendation
Zhuoyi Lin, Sheng Zang, Rundong Wang +4
Re-ranking models refine item recommendation lists generated by the prior global ranking model, which have demonstrated their effectiveness in improving the recommendation quality.…
cs.IR2020
COMET: Convolutional Dimension Interaction for Collaborative Filtering
Zhuoyi Lin, Lei Feng, Xingzhi Guo +4
Representation learning-based recommendation models play a dominant role among recommendation techniques. However, most of the existing methods assume both historical interactions…
cs.IR2020
GLIMG: Global and Local Item Graphs for Top-N Recommender Systems
Zhuoyi Lin, Lei Feng, Rui Yin +2
Graph-based recommendation models work well for top-N recommender systems due to their capability to capture the potential relationships between entities. However, most of the exis…