Yiji Zhao

FAESRec: Frequency Adaptive Encoder for Sequential Recommendation

Sequential recommender systems predominantly focus on time-domain modeling, overlooking rich seasonal and periodic structures revealed in the frequency domain. While recent frequency-aware methods leverage Fourier transforms, their reliance on fixed filters introduces two critical limitations: i) inadequate sequence en...