| 2025 | AAAI | TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation. | Yanyong Huang, Minghui Lu, Wei Huang, Xiuwen Yi, Tianrui Li |
| 2024 | IJCNN | GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference. | Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng |
| 2024 | KDD | Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. | Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng |
| 2022 | DASFAA | Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. | Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng |
| 2020 | CIKM | You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. | Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li |
| 2019 | CIKM | CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach. | Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng |
| 2018 | IJCAI | GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. | Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng |
| 2018 | KDD | Deep Distributed Fusion Network for Air Quality Prediction. | Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng |
| 2016 | IJCAI | ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data. | Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li |
| 2016 | INFOCOM | A Gaussian Bayesian model to identify spatio-temporal causalities for air pollution based on urban big data. | Julie Yixuan Zhu, Yu Zheng, Xiuwen Yi, Victor O. K. Li |
| 2015 | KDD | Forecasting Fine-Grained Air Quality Based on Big Data. | Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li |