Chuanxu Jia

CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation

Graph Transformer has shown great promise in capturing the dynamics of user preferences for sequential recommendations. However, the self-attention mechanism within its structure is of quadratic complexity, posing challenges for deployment on devices with limited resources. To this end, we propose a