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Zhaojing Luo
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引用次数
引用次数
年份
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
1692015
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
1032017
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
262021
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
142018
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
92021
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
82021
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
72019
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
62023
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
62022
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
52023
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
22016
Anytime neural architecture search on tabular data
N Xing, S Cai, Z Luo, BC Ooi, J Pei
arXiv preprint arXiv:2403.10318, 2024
12024
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems
N Xing, S Cai, G Chen, Z Luo, BC Ooi, J Pei
12024
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
12023
Robust and Secure Federated Learning with Low-Cost Zero-Knowledge Proof
Y Zhu, Y Wu, Z Luo, BC Ooi, X Xiao
12023
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
12023
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
12023
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
12021
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
12021
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment
C Cui, W Wang, M Zhang, G Chen, Z Luo, BC Ooi
arXiv preprint arXiv:2103.16196, 2021
2021
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