| Anomaly detection of time series with smoothness-inducing sequential variational auto-encoder L Li, J Yan, H Wang, Y Jin IEEE transactions on neural networks and learning systems 32 (3), 1177-1191, 2020 | 143 | 2020 |
| Learning interpretable deep state space model for probabilistic time series forecasting L Li, J Yan, X Yang, Y Jin arXiv preprint arXiv:2102.00397, 2021 | 66 | 2021 |
| Grin: Generative relation and intention network for multi-agent trajectory prediction L Li, J Yao, L Wenliang, T He, T Xiao, J Yan, D Wipf, Z Zhang Advances in Neural Information Processing Systems 34, 27107-27118, 2021 | 40 | 2021 |
| Early warning of burst passenger flow in public transportation system H Wang, L Li, P Pan, Y Wang, Y Jin Transportation Research Part C: Emerging Technologies 105, 580-598, 2019 | 36 | 2019 |
| Learning robust deep state space for unsupervised anomaly detection in contaminated time-series L Li, J Yan, Q Wen, Y Jin, X Yang IEEE Transactions on Knowledge and Data Engineering, 2022 | 25 | 2022 |
| Online detection of abnormal passenger out-flow in urban metro system H Wang, L Li, P Pan, Y Wang, Y Jin Neurocomputing 359, 327-340, 2019 | 20 | 2019 |
| Synergetic learning of heterogeneous temporal sequences for multi-horizon probabilistic forecasting L Li, J Zhang, J Yan, Y Jin, Y Zhang, Y Duan, G Tian Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8420-8428, 2021 | 16 | 2021 |
| Peak-hour subway passenger flow forecasting: a tensor based approach P Pan, H Wang, L Li, Y Wang, Y Jin 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 10 | 2018 |
| Differential privacy with variant-noise for gaussian processes classification Z Xiong, L Li, J Yan, H Wang, H He, Y Jin PRICAI 2019: Trends in Artificial Intelligence: 16th Pacific Rim …, 2019 | 6 | 2019 |
| Learning generative RNN-ODE for collaborative time-series and event sequence forecasting L Li, J Yan, Y Zhang, J Zhang, J Bao, Y Jin, X Yang IEEE Transactions on Knowledge and Data Engineering, 2022 | 4 | 2022 |
