Lingdan Sun

DFRec: Dual Fluctuation Modeling of Multi-level Intent Evolution for Next-Item Recommendation

User sequential behaviors are driven by a variety of complex and evolving intents. Capturing the dynamic change of user intents has become critical yet challenging in the next-item recommendation. Existing studies usually model the transition relationships among multiple intents within a session or