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Author

Haomin Wen

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Sep 2026

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...

Wen-Xiang Liu, Yiji Zhao, Hao-Min Wen et al. · 0 citations
Preprint Aug 2026

LiveHouse-TS: An Open-world Living Benchmark for Time Series Foundation Models

The LiveHouse-TS infrastructure serves as a continuous time series infrastructure designed to explore vital, long-term scientific questions: Can model rankings be maintained over the long term?

Haomin Wen, Zi-Yu Zhou, Qingxiang Liu et al. · 0 citations

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