| CTAB-GAN: Effective Table Data Synthesizing Z Zhao, A Kunar, R Birke, LY Chen Asian Conference on Machine Learning, 97-112, 2021 | 420 | 2021 |
| CTAB-GAN+: Enhancing tabular data synthesis Z Zhao, A Kunar, R Birke, H Van der Scheer, LY Chen Frontiers in Big Data, 2024 | 180 | 2024 |
| 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 | 75 | 2019 |
| Tabula: Harnessing language models for tabular data synthesis Z Zhao, R Birke, LY Chen Pacific-Asia Conference on Knowledge Discovery and Data Mining, 247-259, 2025 | 58 | 2025 |
| 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 | 53 | 2020 |
| Fed-tgan: Federated learning framework for synthesizing tabular data Z Zhao, R Birke, A Kunar, LY Chen arXiv preprint arXiv:2108.07927, 2021 | 39 | 2021 |
| Qactor: Active learning on noisy labels T Younesian, Z Zhao, A Ghiassi, R Birke, LY Chen Asian Conference on Machine Learning, 548-563, 2021 | 35* | 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 | 27* | 2021 |
| Sonar image generation by MFA-CycleGAN for boosting underwater object detection of AUVs J Zhou, Y Li, H Qin, P Dai, Z Zhao, M Hu IEEE Journal of Oceanic Engineering 49 (3), 905-919, 2024 | 25 | 2024 |
| Gtv: Generating tabular data via vertical federated learning Z Zhao, H Wu, A Van Moorsel, LY Chen 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems …, 2025 | 21* | 2025 |
| Dtgan: Differential private training for tabular gans A Kunar, R Birke, Z Zhao, L Chen arXiv preprint arXiv:2107.02521, 2021 | 21 | 2021 |
| 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 | 19 | 2022 |
| 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 | 17 | 2022 |
| ComicGAN: Text-to-Comic Generative Adversarial Network B Proven-Bessel, Z Zhao, L Chen arXiv e-prints, arXiv:2109.09120, 2021 | 16 | 2021 |
| From behavior to natural language: Generative approach for unmanned aerial vehicle intent recognition L Li, R Yang, M Lv, A Wu, Z Zhao IEEE Transactions on Artificial Intelligence 5 (12), 6196-6209, 2024 | 15 | 2024 |
| 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 | 15* | 2023 |
| 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 | 14 | 2019 |
| 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 | 12 | 2022 |
| 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 | 12 | 2020 |
| Stepwise self-consistent mathematical reasoning with large language models Z Zhao, Y Rong, D Guo, E Gözlüklü, E Gülboy, E Kasneci arXiv preprint arXiv:2402.17786, 2024 | 11 | 2024 |
Lydia Y. ChenUniversity of Neuchatel/ TU DelftVerified email at ieee.org
