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Ziyue Huang
Ziyue Huang
Verified email at connect.ust.hk
Title
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Year
Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs.
M Wang, L Yu, D Zheng, Q Gan, Y Gai, Z Ye, M Li, J Zhou, Q Huang, C Ma, ...
7642019
Communication-efficient distributed blockwise momentum SGD with error-feedback
S Zheng, Z Huang, J Kwok
Advances in Neural Information Processing Systems 32, 2019
1302019
Instance-optimal Mean Estimation Under Differential Privacy
Z Huang, Y Liang, K Yi
Advances in Neural Information Processing Systems 34, 2021
502021
Frequency estimation under multiparty differential privacy: One-shot and streaming
Z Huang, Y Qiu, K Yi, G Cormode
Proceedings of the VLDB Endowment 15 (10), 2058 - 2070, 2022
242022
Optimal Sparsity-Sensitive Bounds for Distributed Mean Estimation
Z Huang, Z Huang, Y Wang, K Yi
Advances in Neural Information Processing Systems 32, 2019
122019
SeqPATE: Differentially Private Text Generation via Knowledge Distillation
Z Tian, Y Zhao, Z Huang, YX Wang, N Zhang, H He
Advances in Neural Information Processing Systems 35, 2022
112022
Approximate Range Counting Under Differential Privacy
Z Huang, K Yi
37th International Symposium on Computational Geometry (SoCG 2021), 2021
52021
Communication-Efficient Weighted Sampling and Quantile Summary for GBDT
Z Huang, K Yi
arXiv preprint arXiv:1909.07633, 2019
22019
BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics
H Wu, X Shi, Z Huang, P Zhao, W Xiong, J Xue, Y Tao, X Huang, W Wang
arXiv preprint arXiv:2405.17051, 2024
2024
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