Jinyang Gao
Jinyang Gao
Alibaba Group
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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
962015
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
622014
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
622013
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
502015
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
352018
Learning user preferences by adaptive pairwise comparison
L Qian, J Gao, HV Jagadish
Proceedings of the VLDB Endowment 8 (11), 1322-1333, 2015
342015
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
312018
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
252017
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
252015
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
242016
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
182017
Exploiting the structure: Stochastic gradient methods using raw clusters
Z Allen-Zhu, Y Yuan, K Sridharan
Advances in Neural Information Processing Systems, 1642-1650, 2016
172016
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
132019
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
132017
Active sampler: Light-weight accelerator for complex data analytics at scale
J Gao, HV Jagadish, BC Ooi
arXiv preprint arXiv:1512.03880, 2015
102015
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
82016
Durable top-k queries on temporal data
J Gao, PK Agarwal, J Yang
Proceedings of the VLDB Endowment 11 (13), 2223-2235, 2018
72018
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
62019
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
62019
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
62018
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