| 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 | 226 | 2024 |
| Defending batch-level label inference and replacement attacks in vertical federated learning T Zou, Y Liu, Y Kang, W Liu, Y He, Z Yi, Q Yang, YQ Zhang IEEE Transactions on Big Data, 2022 | 74 | 2022 |
| 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 | 35 | 2022 |
| 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 | 23 | 2021 |
| 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 | 18 | 2021 |
| 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 | 16 | 2021 |
| Mutual information regularization for vertical federated learning T Zou, Y Liu, YQ Zhang arXiv preprint arXiv:2301.01142, 2023 | 8 | 2023 |
| Vflair: A research library and benchmark for vertical federated learning T Zou, Z Gu, Y He, H Takahashi, Y Liu, YQ Zhang arXiv preprint arXiv:2310.09827, 2023 | 3 | 2023 |
| FuseGen: PLM Fusion for Data-generation based Zero-shot Learning T Zou, Y Liu, P Li, J Zhang, J Liu, YQ Zhang Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 2 | 2024 |
| Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion T Zou, Y Liu, P Li, Y Xiong, J Zhang, J Liu, X Ye, Y Ouyang, YQ Zhang arXiv preprint arXiv:2502.00245, 2025 | | 2025 |
| Defending Against Inference and Backdoor Attacks in Vertical Federated Learning via Mutual Information Regularization T Zou, Y Liu, X Ye, Y Ouyang, YQ Zhang 2024 IEEE International Conference on Big Data (BigData), 8098-8107, 2024 | | 2024 |
Yang (Veronica) LiuAssociate Professor at Tsinghua UniversityDirección de correo verificada de air.tsinghua.edu.cn