Tingting Dai

Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Sequential recommendation (SR) aims to predict a user's next item preference by modeling historical interaction sequences. Recent advances often integrate frequency-domain modules to compensate for self-attention's low-pass nature by restoring the high-frequency signals critical for …