| 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 |
| DSH: data sensitive hashing for high-dimensional k-nnsearch J Gao, HV Jagadish, W Lu, BC Ooi Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 63 | 2014 |
| An online cost sensitive decision-making method in crowdsourcing systems J Gao, X Liu, BC Ooi, H Wang, G Chen Proceedings of the 2013 ACM SIGMOD international conference on management of …, 2013 | 63 | 2013 |
| 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 | 50 | 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 | 38 | 2018 |
| Learning user preferences by adaptive pairwise comparison L Qian, J Gao, HV Jagadish Proceedings of the VLDB Endowment 8 (11), 1322-1333, 2015 | 35 | 2015 |
| Medical concept embedding with time-aware attention X Cai, J Gao, KY Ngiam, BC Ooi, Y Zhang, X Yuan arXiv preprint arXiv:1806.02873, 2018 | 32 | 2018 |
| Selective hashing: Closing the gap between radius search and k-nn search J Gao, HV Jagadish, BC Ooi, S Wang Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 27 | 2015 |
| Resolving the bias in electronic medical records K Zheng, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 26 | 2017 |
| 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 | 25 | 2016 |
| 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 |
| Exploiting the structure: Stochastic gradient methods using raw clusters Z Allen-Zhu, Y Yuan, K Sridharan Advances in Neural Information Processing Systems 29, 1642-1650, 2016 | 18 | 2016 |
| 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 | 17 | 2019 |
| Finding diverse, high-value representatives on a surface of answers Y Wu, J Gao, PK Agarwal, J Yang Proceedings of the VLDB Endowment 10 (7), 793-804, 2017 | 13 | 2017 |
| Active sampler: Light-weight accelerator for complex data analytics at scale J Gao, HV Jagadish, BC Ooi arXiv preprint arXiv:1512.03880, 2015 | 10 | 2015 |
| ELAN: An efficient location-aware analytics system Y Liu, H Wang, G Li, J Gao, H Hu, WS Li Big Data Research 5, 16-21, 2016 | 9 | 2016 |
| Efficient knowledge graph accuracy evaluation J Gao, X Li, YE Xu, B Sisman, XL Dong, J Yang Proceedings of the VLDB Endowment 12 (11), 1679-1691, 2019 | 7 | 2019 |
| Durable top-k queries on temporal data J Gao, PK Agarwal, J Yang Proceedings of the VLDB Endowment 11 (13), 2223-2235, 2018 | 7 | 2018 |
| Model slicing for supporting complex analytics with elastic inference cost and resource constraints S Cai, G Chen, BC Ooi, J Gao Proceedings of the VLDB Endowment 13 (2), 86-99, 2019 | 6 | 2019 |
| Adaptive lightweight regularization tool for complex analytics Z Luo, S Cai, J Gao, M Zhang, KY Ngiam, G Chen, WC Lee 2018 IEEE 34th International Conference on Data Engineering (ICDE), 485-496, 2018 | 6 | 2018 |
Beng Chin OOINational University of SingaporeVerified email at comp.nus.edu.sg
