| 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 | 181 | 2015 |
| Big healthcare data analytics: Challenges and applications C Lee, Z Luo, KY Ngiam, M Zhang, K Zheng, G Chen, BC Ooi, WLJ Yip Handbook of large-scale distributed computing in smart healthcare, 11-41, 2017 | 108 | 2017 |
| MLCask: Efficient management of component evolution in collaborative data analytics pipelines Z Luo, SH Yeung, M Zhang, K Zheng, L Zhu, G Chen, F Fan, Q Lin, ... 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1655-1666, 2021 | 31 | 2021 |
| 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 | 18 | 2018 |
| Falcon: A privacy-preserving and interpretable vertical federated learning system Y Wu, N Xing, G Chen, TTA Dinh, Z Luo, BC Ooi, X Xiao, M Zhang Proceedings of the VLDB Endowment 16 (10), 2471-2484, 2023 | 16 | 2023 |
| AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment C Cui, W Wang, M Zhang, G Chen, Z Luo, BC Ooi Proceedings of the 2021 International Conference on Management of Data, 2208 …, 2021 | 16 | 2021 |
| Adaptive knowledge driven regularization for deep neural networks Z Luo, S Cai, C Cui, BC Ooi, Y Yang Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8810-8818, 2021 | 14 | 2021 |
| Improving data analytics with fast and adaptive regularization Z Luo, S Cai, G Chen, J Gao, WC Lee, KY Ngiam, M Zhang IEEE Transactions on Knowledge and Data Engineering 33 (2), 551-568, 2019 | 12 | 2019 |
| Regularized pairwise relationship based analytics for structured data Z Luo, S Cai, Y Wang, BC Ooi Proceedings of the ACM on Management of Data 1 (1), 1-27, 2023 | 11 | 2023 |
| LDA-Reg: Knowledge Driven Regularization Using External Corpora K Yang, Z Luo*, J Gao, J Zhao, BC Ooi, B Xie IEEE Transactions on Knowledge and Data Engineering 34 (12), 5840-5853, 2022 | 10 | 2022 |
| PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning J Zhang, Z Luo, Q Xu, M Zhang 2023 IEEE 39th International Conference on Data Engineering (ICDE), 394-407, 2023 | 4 | 2023 |
| ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection H Wang, Z Luo, JWL Yip, C Ye, M Zhang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
| Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems N Xing, S Cai, G Chen, Z Luo, BC Ooi, J Pei | 2 | 2024 |
| Secure and verifiable data collaboration with low-cost zero-knowledge proofs Y Zhu, Y Wu, Z Luo, BC Ooi, X Xiao arXiv preprint arXiv:2311.15310, 2023 | 2 | 2023 |
| Robust and secure federated learning with low-cost zero-knowledge proof Y Zhu, Y Wu, Z Luo, BC Ooi, X Xiao | 2 | 2023 |
| Towards longitudinal analysis of a population's electronic health records using factor graphs AP Athreya, KY Ngiam, Z Luo, ES Tai, Z Kalbarczyk, RK Iyer Proceedings of the 3rd IEEE/ACM International Conference on Big Data …, 2016 | 2 | 2016 |
| Applications and Challenges for Large Language Models: From Data Management Perspective M Zhang, Z Ji, Z Luo*, Y Wu, C Chai 2024 IEEE 40th International Conference on Data Engineering (ICDE), 5530-5541, 2024 | 1 | 2024 |
| Anytime neural architecture search on tabular data N Xing, S Cai, Z Luo, BC Ooi, J Pei arXiv preprint arXiv:2403.10318, 2024 | 1 | 2024 |
| Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal L Zhu, Z Luo*, W Wang, M Zhang, G Chen, K Zheng Proceedings of the 29th ACM International Conference on Multimedia, 3024-3033, 2021 | 1 | 2021 |
| Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal L Zhu, Z Luo*, W Wang, M Zhang, G Chen, K Zheng arXiv preprint arXiv:2109.04284, 2021 | 1 | 2021 |
Meihui ZHANGBeijing Institute of TechnologyEmail verificata su bit.edu.cn