Zhaojing Luo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Image Understanding

Adaptive Regularization

Top Venues

Proc. VLDB Endow.

Publications

Meihui Zhang, Zhaoxuan Ji, Zhaojing Luo, Yuncheng Wu, Chengliang Chai
Applications and Challenges for Large Language Models: From Data Management Perspective. ICDE (2024)
Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. Proc. VLDB Endow. 17 (5) (2024)
Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. Proc. VLDB Endow. 17 (9) (2024)
Naili Xing, Shaofeng Cai, Zhaojing Luo, Beng Chin Ooi, Jian Pei
Anytime Neural Architecture Search on Tabular Data. CoRR (2024)
Jiyun Shi, Yuqiao Wang, Chi Zhang, Zhaojing Luo, Chengliang Chai, Meihui Zhang
DMRNet: Effective Network for Accurate Discharge Medication Recommendation. ICDE (2024)
Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. Proc. VLDB Endow. 16 (10) (2023)
Zhaojing Luo, Shaofeng Cai, Yatong Wang, Beng Chin Ooi
Regularized Pairwise Relationship based Analytics for Structured Data. Proc. ACM Manag. Data 1 (1) (2023)
Huazhang Wang, Zhaojing Luo, James Wei Luen Yip, Chuyang Ye, Meihui Zhang
ECGGAN: A Framework for Effective and Interpretable Electrocardiogram Anomaly Detection. KDD (2023)
Jianing Zhang, Zhaojing Luo, Quanqing Xu, Meihui Zhang
PA-FEAT: Fast Feature Selection for Structured Data via Progress-Aware Multi-Task Deep Reinforcement Learning. ICDE (2023)
Yizheng Zhu, Yuncheng Wu, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao
Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. CoRR (2023)
Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie
LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang
Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. SIGMOD Conference (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. ACM Multimedia (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. CoRR (2021)
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. CoRR (2021)
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. ICDE (2021)
Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang
Adaptive Knowledge Driven Regularization for Deep Neural Networks. AAAI (2021)
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. CoRR (2020)
Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee
Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE (2018)
Arjun P. Athreya, Kee Yuan Ngiam, Zhaojing Luo, E. Shyong Tai, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Towards longitudinal analysis of a population's electronic health records using factor graphs. BDCAT (2016)
Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng
SINGA: A Distributed Deep Learning Platform. ACM Multimedia (2015)