Non-stationary Multivariate Time Series Prediction with Selective Recurrent Neural Networks. - Jiexi Liu 001; Songcan Chen (PRICAI (3), 2019)

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning. - Jiexi Liu 001; Songcan Chen (AAAI, 2024)

A Survey on Incomplete Multi-label Learning: Recent Advances and Future Trends. - Xiang Li; Jiexi Liu 001; Xinrui Wang 003; Songcan Chen (CoRR, 2024)

MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis. - Jiexi Liu 001; Meng Cao 005; Songcan Chen (CoRR, 2024)

TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis. - Jiexi Liu 001; Meng Cao 005; Songcan Chen (AAAI, 2025)