| Malicious URL detection using machine learning: A survey D Sahoo, C Liu, SCH Hoi arXiv preprint arXiv:1701.07179, 2017 | 114 | 2017 |
| Online deep learning: Learning deep neural networks on the fly D Sahoo, Q Pham, J Lu, SCH Hoi IJCAI, 2018 | 78 | 2018 |
| Online learning: A comprehensive survey SCH Hoi, D Sahoo, J Lu, P Zhao arXiv preprint arXiv:1802.02871, 2018 | 67 | 2018 |
| Moving average reversion strategy for on-line portfolio selection B Li, SCH Hoi, D Sahoo, ZY Liu Artificial Intelligence 222, 104-123, 2015 | 56 | 2015 |
| URLNet: Learning a URL representation with deep learning for malicious URL detection H Le, Q Pham, D Sahoo, SCH Hoi arXiv preprint arXiv:1802.03162, 2018 | 53 | 2018 |
| Large scale online multiple kernel regression with application to time-series prediction D Sahoo, SCH Hoi, B Li ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 1-33, 2019 | 44* | 2019 |
| OLPS: a toolbox for on-line portfolio selection B Li, D Sahoo, SCH Hoi The Journal of Machine Learning Research 17 (1), 1242-1246, 2016 | 33 | 2016 |
| Recent advances in deep learning for object detection X Wu, D Sahoo, SCH Hoi Neurocomputing, 2020 | 27 | 2020 |
| Learning cross-modal embeddings with adversarial networks for cooking recipes and food images H Wang, D Sahoo, C Liu, E Lim, SCH Hoi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 24 | 2019 |
| Multimodal transformer networks for end-to-end video-grounded dialogue systems H Le, D Sahoo, NF Chen, SCH Hoi arXiv preprint arXiv:1907.01166, 2019 | 11 | 2019 |
| Sparse passive-aggressive learning for bounded online kernel methods J Lu, D Sahoo, P Zhao, SCH Hoi ACM Transactions on Intelligent Systems and Technology (TIST) 9 (4), 1-27, 2018 | 11* | 2018 |
| SOL: A library for scalable online learning algorithms Y Wu, SCH Hoi, C Liu, J Lu, D Sahoo, N Yu Neurocomputing 260, 9-12, 2017 | 11 | 2017 |
| Cost sensitive online multiple kernel classification D Sahoo, S Hoi, P Zhao Asian Conference on Machine Learning, 65-80, 2016 | 11 | 2016 |
| Single-shot bidirectional pyramid networks for high-quality object detection X Wu, D Sahoo, D Zhang, J Zhu, SCH Hoi Neurocomputing, 2020 | 8 | 2020 |
| FoodAI: Food image recognition via deep learning for smart food logging D Sahoo, W Hao, S Ke, W Xiongwei, H Le, P Achananuparp, EP Lim, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 6 | 2019 |
| End-to-end multimodal dialog systems with hierarchical multimodal attention on video features H Le, S Hoi, D Sahoo, N Chen DSTC7 at AAAI2019 workshop, 2019 | 6 | 2019 |
| Temporal kernel descriptors for learning with time-sensitive patterns D Sahoo, A Sharma, SCH Hoi, P Zhao Proceedings of the 2016 SIAM International Conference on Data Mining, 540-548, 2016 | 2 | 2016 |
| Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism H Wang, D Sahoo, C Liu, K Shu, P Achananuparp, E Lim, SCH Hoi arXiv preprint arXiv:2003.03955, 2020 | 1 | 2020 |
| End-to-End Multi-Domain Task-Oriented Dialogue Systems with Multi-level Neural Belief Tracker H Le, D Sahoo, C Liu, NF Chen, SCH Hoi | 1 | 2019 |
| Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift D Sahoo, H Le, C Liu, SCH Hoi | 1 | 2018 |
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
