| Effective multi-modal retrieval based on stacked auto-encoders W Wang, BC Ooi, X Yang, D Zhang, Y Zhuang Proceedings of the VLDB Endowment 7 (8), 649-660, 2014 | 155 | 2014 |
| Effective deep learning-based multi-modal retrieval W Wang, X Yang, BC Ooi, D Zhang, Y Zhuang The VLDB Journal 25 (1), 79-101, 2016 | 101 | 2016 |
| SINGA: A distributed deep learning platform BC Ooi, KL Tan, S Wang, W Wang, Q Cai, G Chen, J Gao, Z Luo, ... Proceedings of the 23rd ACM international conference on Multimedia, 685-688, 2015 | 100 | 2015 |
| Database meets deep learning: Challenges and opportunities W Wang, M Zhang, G Chen, HV Jagadish, BC Ooi, KL Tan ACM SIGMOD Record 45 (2), 17-22, 2016 | 66 | 2016 |
| SINGA: Putting deep learning in the hands of multimedia users W Wang, G Chen, ATT Dinh, J Gao, BC Ooi, KL Tan, S Wang Proceedings of the 23rd ACM international conference on Multimedia, 25-34, 2015 | 51 | 2015 |
| Rafiki: machine learning as an analytics service system W Wang, S Wang, J Gao, M Zhang, G Chen, TK Ng, BC Ooi arXiv preprint arXiv:1804.06087, 2018 | 41 | 2018 |
| Cross-domain image retrieval with attention modeling X Ji, W Wang, M Zhang, Y Yang Proceedings of the 25th ACM international conference on Multimedia, 1654-1662, 2017 | 34 | 2017 |
| Cross-media hashing with neural networks Y Zhuang, Z Yu, W Wang, F Wu, S Tang, J Shao Proceedings of the 22nd ACM international conference on Multimedia, 901-904, 2014 | 33 | 2014 |
| Deep learning at scale and at ease W Wang, G Chen, H Chen, TTA Dinh, J Gao, BC Ooi, KL Tan, S Wang, ... ACM Transactions on Multimedia Computing, Communications, and Applications …, 2016 | 27 | 2016 |
| Scatternet: A deep subjective similarity model for visual analysis of scatterplots Y Ma, AKH Tung, W Wang, X Gao, Z Pan, W Chen IEEE transactions on visualization and computer graphics 26 (3), 1562-1576, 2018 | 25 | 2018 |
| Understanding architectures learnt by cell-based neural architecture search Y Shu, W Wang, S Cai arXiv preprint arXiv:1909.09569, 2019 | 21 | 2019 |
| Additive powers-of-two quantization: An efficient non-uniform discretization for neural networks Y Li, X Dong, W Wang arXiv preprint arXiv:1909.13144, 2019 | 20 | 2019 |
| Efficient memory management for gpu-based deep learning systems J Zhang, SH Yeung, Y Shu, B He, W Wang arXiv preprint arXiv:1903.06631, 2019 | 20 | 2019 |
| Effective and efficient dropout for deep convolutional neural networks S Cai, Y Shu, W Wang, M Zhang, G Chen, BC Ooi arXiv preprint arXiv:1904.03392, 2019 | 18 | 2019 |
| Capturing feature-level irregularity in disease progression modeling K Zheng, W Wang, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 18 | 2017 |
| Multi-model ensemble with rich spatial information for object detection J Xu, W Wang, H Wang, J Guo Pattern Recognition 99, 107098, 2020 | 9 | 2020 |
| The disruptions of 5G on data-driven technologies and applications D Loghin, S Cai, G Chen, TTA Dinh, F Fan, Q Lin, J Ng, BC Ooi, X Sun, ... IEEE transactions on knowledge and data engineering 32 (6), 1179-1198, 2020 | 8 | 2020 |
| Object-level representation learning for few-shot image classification L Long, W Wang, J Wen, M Zhang, Q Lin, BC Ooi arXiv preprint arXiv:1805.10777, 2018 | 8 | 2018 |
| Nodeaug: Semi-supervised node classification with data augmentation Y Wang, W Wang, Y Liang, Y Cai, J Liu, B Hooi Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 5 | 2020 |
| Adversarial attack on hierarchical graph pooling neural networks H Tang, G Ma, Y Chen, L Guo, W Wang, B Zeng, L Zhan arXiv preprint arXiv:2005.11560, 2020 | 5 | 2020 |
Beng Chin OOINational University of SingaporeVerified email at comp.nus.edu.sg
