Publications
- Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment
H. Gao, C. Yue, A. Dinh, Z. Huang, B.C. Ooi. VLDB 2023.
- Regularized Pairwise Relationship based Analytics for Structured Data
Z. Luo, S. Cai, Y. Wang, B. C. Ooi. ACM SIGMOD 2023.
- MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
Z. Luo, S.H. Yeung, M. Zhang, K. Zheng, L. Zhu, G. Chen, F. Fan, Q. Lin, K.Y. Ngiam, B.C. Ooi. ICDE, 2021.
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
Zhu L., Yang K., Zhang M., Chan L.L., Ng T.K., Ooi B.C. (2021). MICCAI, 2021
- AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment
C. Cui, W. Wang, M. Zhang, G. Chen, Z. Luo, B. C. Ooi. SIGMOD/PODS, 2021
- TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
K. Zheng, S. Cai, H. R. Chua, W. Wang, K. Y. Ngiam, B.C. Ooi. ACM SIGMOD, 2020.
- Cool: a COhort OnLine analytical processing system
Z. Xie, H. Ying, C. Yue, M. Zhang, G. Chen, B. C. Ooi. ICDE, 2020.
- Improving Data Analytics with Fast and Adaptive Regularization
Z. Luo, S. Cai, G. Chen, J. Gao, W. Lee, K.Y. Ngiam, M. Zhang. TKDE, 2019.
- Fine-grained Concept Linking using Neural Networks in Healthcare
J. Dai, M. Zhang, G. Chen, J. Fan, K.Y. Ngiam and B.C. Ooi. ACM SIGMOD, 2018.
- ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications
S. Wang, T. T. A . Dinh, Q. Lin, Z. Xie, M. Zhang, Q. Cai, G. Chen, B.C. Ooi, P. Ruan. VLDB, 2018.
- UStore: A distributed storage with rich semantics
A. Dinh, J. Wang, S. Wang, G. Chen, W.-N. Chin, Q. Lin, B. C. Ooi, P. Ruan, K.-L. Tan, Z. Xie, H. Zhang, and M. Zhang. arXiv:1702.02799, 10 February 2017.
- Cohort Query Processing
D. Jiang, Q. Cai, G. Chen, H. Jagadish, B. C. Ooi, K. L. Tan, A. Tung. Int’l Conference on Very Large Data Bases (VLDB), 2016.
- Big Healthcare Data Analytics: Challenges and Applications
C. Lee, Z. Luo, K.Y. Ngiam, M. Zhang, K. Zheng, G. Chen, B.C. Ooi and W.L.J. Yip. Handbook of Large-Scale Distributed Computing in Smart Healthcare, Springer-Verlag, 2016.
- SINGA: A Distributed Deep Learning Platform
B. C. Ooi, K.-L. Tan, S. Wang, W. Wang, G. Chen, J. Gao, Z. Luo, A.K.H. Tung, Y. Wang, Z. Xie, M. Zhang and K. Zheng. ACM Multimedia (Open Source Software Competition), 2015.
- Gemini: An Integrative Healthcare Analytics System
Z.J. Ling, Q.T. Tran, J. Fan, G.C.H. Koh, T. Nguyen, C.S. Tan, J.W.L. Yip and M. Zhang. PVLDB, 2014.
- Contextual Crowd Intelligence
B. C. Ooi, K.-L. Tan, Q.T. Tran, J.W.L. Yip, G. Chen, Z.J. Ling, T. Nguyen, A.K.H. Tung and M. Zhang. SIGKDD Exploration, 2014.