BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values. - Qinfen Wang; Siyuan Ren; Yong Xia 001; Longbing Cao (CIKM, 2021)

Non-IID spatio-temporal prediction in smart cities. - Siyuan Ren; Bin Guo 001; Qinfen Wang; Zhiwen Yu 001 (XRDS, 2022)

BiT-MAC: Mortality prediction by bidirectional time and multi-feature attention coupled network on multivariate irregular time series. - Qinfen Wang; Geng Chen 001; Xuting Jin; Siyuan Ren; Gang Wang; Longbing Cao; Yong Xia 001 (Comput. Biol. Medicine, 2023)

CoupledGT: Coupled Geospatial-temporal Data Modeling for Air Quality Prediction. - Siyuan Ren; Bin Guo 001; Ke Li 045; Qianru Wang; Qinfen Wang; Zhiwen Yu 001 (ACM Trans. Knowl. Discov. Data, 2023)