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Tianyuan Zou
Tianyuan Zou
Institute for AI Industry Research, Tsinghua University
Verified email at mails.tsinghua.edu.cn
Title
Cited by
Cited by
Year
Vertical Federated Learning: Concepts, Advances, and Challenges
Y Liu, Y Kang, T Zou, Y Pu, Y He, X Ye, Y Ouyang, YQ Zhang, Q Yang
IEEE Transactions on Knowledge and Data Engineering, 2024
1062024
TypeOut: leveraging just-in-time self-affirmation for smartphone overuse reduction
X Xu, T Zou, H Xiao, Y Li, R Wang, T Yuan, Y Wang, Y Shi, J Mankoff, ...
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
232022
Defending label inference and backdoor attacks in vertical federated learning
Y Liu, Z Yi, Y Kang, Y He, W Liu, T Zou, Q Yang
arXiv preprint arXiv:2112.05409 3 (9), 2021
212021
Lightwrite: Teach handwriting to the visually impaired with a smartphone
Z Wu, C Yu, X Xu, T Wei, T Zou, R Wang, Y Shi
Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021
142021
Batch label inference and replacement attacks in black-boxed vertical federated learning
Y Liu, T Zou, Y Kang, W Liu, Y He, Z Yi, Q Yang
arXiv preprint arXiv:2112.05409, 2021
112021
Mutual information regularization for vertical federated learning
T Zou, Y Liu, YQ Zhang
arXiv preprint arXiv:2301.01142, 2023
52023
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
T Zou, Z Gu, Y He, H Takahashi, Y Liu, G Ye, YQ Zhang
arXiv preprint arXiv:2310.09827, 2023
2023
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