| Rethinking class relations: Absolute-relative supervised and unsupervised few-shot learning H Zhang, P Koniusz, S Jian, H Li, PHS Torr Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 77 | 2021 |
| HERS: Modeling influential contexts with heterogeneous relations for sparse and cold-start recommendation L Hu, S Jian, L Cao, Z Gu, Q Chen, A Amirbekyan Proceedings of the AAAI conference on artificial intelligence 33 (01), 3830-3837, 2019 | 74 | 2019 |
| Calibrated one-class classification for unsupervised time series anomaly detection H Xu, Y Wang, S Jian, Q Liao, Y Wang, G Pang IEEE Transactions on Knowledge and Data Engineering, 2024 | 64 | 2024 |
| Cure: Flexible categorical data representation by hierarchical coupling learning S Jian, G Pang, L Cao, K Lu, H Gao IEEE Transactions on Knowledge and Data Engineering 31 (5), 853-866, 2018 | 60 | 2018 |
| Incomplete multi-view clustering H Gao, Y Peng, S Jian Intelligent Information Processing VIII: 9th IFIP TC 12 International …, 2016 | 54 | 2016 |
| Beyond outlier detection: Outlier interpretation by attention-guided triplet deviation network H Xu, Y Wang, S Jian, Z Huang, Y Wang, N Liu, F Li Proceedings of the Web Conference 2021, 1328-1339, 2021 | 45 | 2021 |
| Representation learning-based network intrusion detection system by capturing explicit and implicit feature interactions W Wang, S Jian, Y Tan, Q Wu, C Huang Computers & Security 112, 102537, 2022 | 43 | 2022 |
| Unsupervised coupled metric similarity for non-IID categorical data S Jian, L Cao, K Lu, H Gao IEEE Transactions on Knowledge and Data Engineering 30 (9), 1810-1823, 2018 | 43 | 2018 |
| Fascinating supervisory signals and where to find them: Deep anomaly detection with scale learning H Xu, Y Wang, J Wei, S Jian, Y Li, N Liu International Conference on Machine Learning, 38655-38673, 2023 | 37 | 2023 |
| Interpretable recommendation via attraction modeling: Learning multilevel attractiveness over multimodal movie contents L Hu, S Jian, L Cao, Q Chen IJCAI International Joint Conference on Artificial Intelligence, 2018 | 37 | 2018 |
| Embedding-based representation of categorical data by hierarchical value coupling learning S Jian, L Cao, G Pang, K Lu, H Gao IJCAI International Joint Conference on Artificial Intelligence, 2017 | 37 | 2017 |
| Hierarchical adaptive pooling by capturing high-order dependency for graph representation learning N Liu, S Jian, D Li, Y Zhang, Z Lai, H Xu IEEE Transactions on Knowledge and Data Engineering 35 (4), 3952-3965, 2021 | 35 | 2021 |
| Robust unsupervised network intrusion detection with self-supervised masked context reconstruction W Wang, S Jian, Y Tan, Q Wu, C Huang Computers & Security 128, 103131, 2023 | 31 | 2023 |
| Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection L Peng, S Jian, Z Kan, L Qiao, D Li Information Processing & Management 61 (1), 103564, 2024 | 30 | 2024 |
| Toward security as a service: A trusted cloud service architecture with policy customization C Huang, W Chen, L Yuan, Y Ding, S Jian, Y Tan, H Chen, D Chen Journal of Parallel and Distributed Computing 149, 76-88, 2021 | 30 | 2021 |
| Rosas: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision H Xu, Y Wang, G Pang, S Jian, N Liu, Y Wang Information Processing & Management 60 (5), 103459, 2023 | 25 | 2023 |
| A subspace ensemble framework for classification with high dimensional missing data H Gao, S Jian, Y Peng, X Liu Multidimensional Systems and Signal Processing 28, 1309-1324, 2017 | 24 | 2017 |
| Metric-based auto-instructor for learning mixed data representation S Jian, L Hu, L Cao, K Lu Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 23 | 2018 |
| Neural cross-session filtering: Next-item prediction under intra-and inter-session context L Hu, Q Chen, H Zhao, S Jian, L Cao, J Cao IEEE Intelligent Systems 33 (6), 57-67, 2018 | 16 | 2018 |
| Sample‐Based Extreme Learning Machine with Missing Data H Gao, XW Liu, YX Peng, SL Jian Mathematical Problems in Engineering 2015 (1), 145156, 2015 | 16 | 2015 |
Longbing CaoDistinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie Universityایمیل تأیید شده در mq.edu.au
