| CTAB-GAN: Effective Table Data Synthesizing Z Zhao, A Kunar, R Birke, LY Chen Asian Conference on Machine Learning, 97-112, 2021 | 145 | 2021 |
| Robust anomaly detection on unreliable data Z Zhao, S Cerf, R Birke, B Robu, S Bouchenak, SB Mokhtar, LY Chen 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 59 | 2019 |
| Ctab-gan+: Enhancing tabular data synthesis Z Zhao, A Kunar, R Birke, H Van der Scheer, LY Chen Frontiers in Big Data, 2024 | 43* | 2024 |
| An exploratory analysis on users’ contributions in federated learning J Huang, R Talbi, Z Zhao, S Boucchenak, LY Chen, S Roos 2020 Second IEEE International Conference on Trust, Privacy and Security in …, 2020 | 36 | 2020 |
| GDTS: GAN-Based Distributed Tabular Synthesizer Z Zhao, R Birke, LY Chen 2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 570-576, 2023 | 29* | 2023 |
| Qactor: Active learning on noisy labels T Younesian, Z Zhao, A Ghiassi, R Birke, LY Chen Asian Conference on Machine Learning, 548-563, 2021 | 18* | 2021 |
| Enhancing Robustness of On-line Learning Models on Highly Noisy Data Z Zhao, R Birke, R Han, B Robu, S Bouchenak, SB Mokhtar, LY Chen IEEE Transactions on Dependable and Secure Computing 18 (5), 2177-2192, 2021 | 17* | 2021 |
| Robust (deep) learning framework against dirty labels and beyond A Ghiassi, T Younesian, Z Zhao, R Birke, V Schiavoni, LY Chen 2019 First IEEE International Conference on Trust, Privacy and Security in …, 2019 | 15 | 2019 |
| Event-based control for online training of neural networks Z Zhao, S Cerf, B Robu, N Marchand IEEE Control Systems Letters 4 (3), 773-778, 2020 | 11 | 2020 |
| Feedback control for online training of neural networks Z Zhao, S Cerf, B Robu, N Marchand 2019 IEEE Conference on Control Technology and Applications (CCTA), 136-141, 2019 | 10 | 2019 |
| Barrier Lyapunov function-based fixed-time FTC for high-order nonlinear systems with predefined tracking accuracy X Wang, J Xu, M Lv, L Zhang, Z Zhao Nonlinear Dynamics 110 (1), 381-394, 2022 | 9 | 2022 |
| Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks Z Zhao, J Huang, LY Chen, S Roos Financial Cryptography and Data Security, 2023 | 5* | 2023 |
| Federated Learning for Tabular Data: Exploring Potential Risk to Privacy H Wu, Z Zhao, LY Chen, A Van Moorsel 2022 IEEE 33rd International Symposium on Software Reliability Engineering …, 2022 | 5 | 2022 |
| ComicGAN: Text-to-Comic Generative Adversarial Network B Proven-Bessel, Z Zhao, L Chen arXiv e-prints, arXiv:2109.09120, 2021 | 5 | 2021 |
| FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform Z Zhao, R Birke, LY Chen CIKM'23 Proceedings of the 32nd ACM International Conference on Information …, 2023 | 4* | 2023 |
| Modelling and Optimal Control of MIMO System-France Macroeconomic Model Case Z Zhao, B Robu, I Landau, L Dugard, N Marchand, L Job 2023 European Control Conference (ECC), 2023 | 4* | 2023 |
| GTV: generating tabular data via vertical federated learning Z Zhao, H Wu, A Van Moorsel, LY Chen arXiv preprint arXiv:2302.01706, 2023 | 3 | 2023 |
| Permutation-Invariant Tabular Data Synthesis Y Zhu, Z Zhao, R Birke, LY Chen 2022 IEEE International Conference on Big Data (Big Data), 5855-5864, 2022 | 3 | 2022 |
| TabuLa: Harnessing Language Models for Tabular Data Synthesis Z Zhao, R Birke, L Chen arXiv preprint arXiv:2310.12746, 2023 | 1 | 2023 |
| Fabricated Flips: Poisoning Federated Learning without Data J Huang, Z Zhao, LY Chen, S Roos 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems …, 2023 | 1* | 2023 |
Lydia Y. ChenUniversity of Neuchatel/ TU DelftVerified email at ieee.org
