Beyond the Time Domain: Recent Advances on Frequency Transforms in Time Series Analysis. - Qianru Zhang; Peng Yang 016; Honggang Wen; Xinzhu Li; Haixin Wang 003; Fang Sun; Zezheng Song; Zhichen Lai; Rui Ma; Ruihua Han; Tailin Wu; Siu-Ming Yiu; et al. (CoRR, 2025)

M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation. - Qianru Zhang; Liang Qu; Honggang Wen; Dong Huang 005; Siu-Ming Yiu; Nguyen Quoc Viet Hung; Hongzhi Yin (CoRR, 2025)

HMamba: Hyperbolic Mamba for Sequential Recommendation. - Qianru Zhang; Honggang Wen; Wei Yuan 003; Crystal Chen; Menglin Yang 005; Siu-Ming Yiu; Hongzhi Yin (CoRR, 2025)

AutoHFormer: Efficient Hierarchical Autoregressive Transformer for Time Series Prediction. - Qianru Zhang; Honggang Wen; Ming Li 065; Dong Huang 005; Siu-Ming Yiu; Christian S. Jensen; Pietro Liò (CoRR, 2025)