Zhaomin Wu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Gradient Boosting

Learning Systems

Benchmark Suite

Top Venues

Proc. ACM Manag. Data

Publications

Zhaomin Wu, Junyi Hou, Bingsheng He
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks. ICLR (2024)
Zhaomin Wu, Junhui Zhu, Qinbin Li, Bingsheng He
DeltaBoost: Gradient Boosting Decision Trees with Efficient Machine Unlearning. Proc. ACM Manag. Data 1 (2) (2023)
Zhaomin Wu, Junyi Hou, Bingsheng He
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks. CoRR (2023)
Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Yuan Li, Xu Liu, Bingsheng He
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Qinbin Li, Zhaomin Wu, Yanzheng Cai, Yuxuan Han, Ching Man Yung, Tianyuan Fu, Bingsheng He
FedTree: A Federated Learning System For Trees. MLSys (2023)
Sixu Hu, Yuan Li, Xu Liu, Qinbin Li, Zhaomin Wu, Bingsheng He
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Zhaomin Wu, Qinbin Li, Bingsheng He
Practical Vertical Federated Learning with Unsupervised Representation Learning. CoRR (2022)
Zhaomin Wu, Qinbin Li, Bingsheng He
A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning. NeurIPS (2022)
Zhaomin Wu, Qinbin Li, Bingsheng He
Exploiting Record Similarity for Practical Vertical Federated Learning. CoRR (2021)
Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
Privacy-Preserving Gradient Boosting Decision Trees. AAAI (2020)
Sixu Hu, Yuan Li, Xu Liu, Qinbin Li, Zhaomin Wu, Bingsheng He
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems. CoRR (2020)
Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
Privacy-Preserving Gradient Boosting Decision Trees. CoRR (2019)
Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Xu Liu, Bingsheng He
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection. CoRR (2019)