| Multi-view learning overview: Recent progress and new challenges J Zhao, X Xie, X Xu, S Sun Information Fusion 38, 43-54, 2017 | 1016 | 2017 |
| A survey of optimization methods from a machine learning perspective S Sun, Z Cao, H Zhu, J Zhao IEEE transactions on cybernetics 50 (8), 3668-3681, 2019 | 890 | 2019 |
| MST-GAT: A multimodal spatial–temporal graph attention network for time series anomaly detection C Ding, S Sun, J Zhao Information Fusion 89, 527-536, 2023 | 134 | 2023 |
| High-order Gaussian process dynamical models for traffic flow prediction J Zhao, S Sun IEEE Transactions on Intelligent Transportation Systems 17 (7), 2014-2019, 2016 | 86 | 2016 |
| TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning. Y Li, S Sun, J Zhao IJCAI, 2152-2158, 2022 | 83 | 2022 |
| A review of Nyström methods for large-scale machine learning S Sun, J Zhao, J Zhu Information Fusion 26, 36-48, 2015 | 70 | 2015 |
| Variational dependent multi-output Gaussian process dynamical systems J Zhao, S Sun Journal of Machine Learning Research 17 (121), 1-36, 2016 | 45 | 2016 |
| ASHF-Net: Adaptive sampling and hierarchical folding network for robust point cloud completion D Zong, S Sun, J Zhao Proceedings of the AAAI Conference on Artificial Intelligence 35 (4), 3625-3632, 2021 | 26 | 2021 |
| Modeling and recognizing human trajectories with beta process hidden Markov models S Sun, J Zhao, Q Gao Pattern Recognition 48 (8), 2407-2417, 2015 | 26 | 2015 |
| Multi-modal policy fusion for end-to-end autonomous driving Z Huang, S Sun, J Zhao, L Mao Information Fusion 98, 101834, 2023 | 25 | 2023 |
| Promoting active learning with mixtures of Gaussian processes J Zhao, S Sun, H Wang, Z Cao Knowledge-Based Systems 188, 105044, 2020 | 19 | 2020 |
| Concept drift adaptation for time series anomaly detection via transformer C Ding, J Zhao, S Sun Neural Processing Letters 55 (3), 2081-2101, 2023 | 16 | 2023 |
| Variational multimodal machine translation with underlying semantic alignment X Liu, J Zhao, S Sun, H Liu, H Yang Information Fusion 69, 73-80, 2021 | 16 | 2021 |
| MFIALane: Multiscale feature information aggregator network for lane detection Z Qiu, J Zhao, S Sun IEEE Transactions on Intelligent Transportation Systems 23 (12), 24263-24275, 2022 | 15 | 2022 |
| A sequential contrastive learning framework for robust dysarthric speech recognition L Wu, D Zong, S Sun, J Zhao ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 14 | 2021 |
| Attentive multi-view reinforcement learning Y Hu, S Sun, X Xu, J Zhao International Journal of Machine Learning and Cybernetics 11, 2461-2474, 2020 | 9 | 2020 |
| Camil: Causal multiple instance learning for whole slide image classification K Chen, S Sun, J Zhao Proceedings of the AAAI Conference on Artificial Intelligence 38 (2), 1120-1128, 2024 | 8 | 2024 |
| Fair transfer learning with factor variational auto-encoder S Liu, S Sun, J Zhao Neural Processing Letters 55 (3), 2049-2061, 2023 | 8 | 2023 |
| Conditional random fields for multiview sequential data modeling S Sun, Z Dong, J Zhao IEEE Transactions on Neural Networks and Learning Systems 33 (3), 1242-1253, 2020 | 7 | 2020 |
| Multi-view multi-label active learning with conditional Bernoulli mixtures J Zhao, Z Qiu, S Sun International Journal of Machine Learning and Cybernetics, 1-13, 2022 | 6 | 2022 |
