| Deep convolutional neural network based regression approach for estimation of remaining useful life G Sateesh Babu, P Zhao, XL Li Database Systems for Advanced Applications: 21st International Conference …, 2016 | 789 | 2016 |
| Local features are not lonely–Laplacian sparse coding for image classification S Gao, IWH Tsang, LT Chia, P Zhao Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on …, 2010 | 557 | 2010 |
| Online learning: A comprehensive survey SCH Hoi, D Sahoo, J Lu, P Zhao Neurocomputing 459, 249-289, 2021 | 450 | 2021 |
| Stochastic optimization with importance sampling for regularized loss minimization P Zhao, T Zhang international conference on machine learning, 1-9, 2015 | 409 | 2015 |
| Graph convolutional networks for temporal action localization R Zeng, W Huang, M Tan, Y Rong, P Zhao, J Huang, C Gan Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 400 | 2019 |
| Rumor detection on social media with bi-directional graph convolutional networks T Bian, X Xiao, T Xu, P Zhao, W Huang, Y Rong, J Huang Proceedings of the AAAI conference on artificial intelligence 34 (01), 549-556, 2020 | 321 | 2020 |
| Online feature selection and its applications J Wang, P Zhao, SCH Hoi, R Jin IEEE Transactions on knowledge and data engineering 26 (3), 698-710, 2013 | 320 | 2013 |
| Neighborhood regularized logistic matrix factorization for drug-target interaction prediction Y Liu, M Wu, C Miao, P Zhao, XL Li PLoS computational biology 12 (2), e1004760, 2016 | 300 | 2016 |
| Libol: A library for online learning algorithms SCH Hoi, J Wang, P Zhao Journal of Machine Learning Research 15 (1), 495, 2014 | 273 | 2014 |
| Drug-target interaction prediction with graph regularized matrix factorization A Ezzat, P Zhao, M Wu, XL Li, CK Kwoh IEEE/ACM transactions on computational biology and bioinformatics 14 (3 …, 2016 | 244 | 2016 |
| Online AUC maximization P Zhao, SCH Hoi, R Jin, T Yang International Machine Learning Society, 2011 | 244 | 2011 |
| Fedml: A research library and benchmark for federated machine learning C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ... arXiv preprint arXiv:2007.13518, 2020 | 228 | 2020 |
| Exact soft confidence-weighted learning J Wang, P Zhao, SCH Hoi ICML 2012, 2012 | 213 | 2012 |
| Online multimodal deep similarity learning with application to image retrieval P Wu, SCH Hoi, H Xia, P Zhao, D Wang, C Miao Proceedings of the 21st ACM international conference on Multimedia, 153-162, 2013 | 205 | 2013 |
| Mastering complex control in moba games with deep reinforcement learning D Ye, Z Liu, M Sun, B Shi, P Zhao, H Wu, H Yu, S Yang, X Wu, Q Guo, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6672-6679, 2020 | 187 | 2020 |
| PAMR: Passive aggressive mean reversion strategy for portfolio selection B Li, P Zhao, SCH Hoi, V Gopalkrishnan Machine learning, 1-38, 2012 | 187 | 2012 |
| Online arima algorithms for time series prediction C Liu, SCH Hoi, P Zhao, J Sun Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016 | 177 | 2016 |
| Large scale online kernel learning J Lu, SCH Hoi, J Wang, P Zhao, ZY Liu Journal of Machine Learning Research 17 (47), 1, 2016 | 172 | 2016 |
| Online Transfer Learning P Zhao, SCH Hoi, J Wang, B Li Artificial Intelligence 216, 76–102, 2014 | 157 | 2014 |
| Cost-sensitive online active learning with application to malicious URL detection P Zhao, SCH Hoi Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 152 | 2013 |
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
