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Zilong Zhao
Observed name:
Zhao, Zilong
Institution:
National University of Singapore
Observed institutions:
Institut polytechnique de Grenoble,
Centre National de la Recherche Scientifique,
National University of Singapore,
GIPSA-Lab,
Technical University of Munich,
Université Grenoble Alpes,
Delft University of Technology
show all 7
ORCID:
0000-0001-6549-3414
Observed ORCID:
0000-0001-6549-3414
OpenAlex ID:
A5016185099
CTAB-GAN+: enhancing tabular data synthesis
2024
·
Zilong Zhao
, Aditya Kunar
, et al.
·
Frontiers in Big Data
·
202
CTAB-GAN: Effective Table Data Synthesizing
2021
·
Zhao, Zilong
, Kunar, Aditya
, et al.
·
arXiv (Cornell University)
·
159
PDF
TabuLa: Harnessing Language Models for Tabular Data Synthesis
2025
·
Zilong Zhao
, Robert Birke
, et al.
·
Lecture notes in computer science
·
75
PDF
Robust Anomaly Detection on Unreliable Data
2019
·
Zilong Zhao
, Sophie Cerf
, et al.
·
International Conference on Dependable Systems & Networks/Proceedings
·
50
Sonar Image Generation by MFA-CycleGAN for Boosting Underwater Object Detection of AUVs
2024
·
Jianqun Zhou
, Yang Li
, et al.
·
IEEE Journal of Oceanic Engineering
·
42
Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
2021
·
Zhao, Zilong
, Birke, Robert
, et al.
·
arXiv (Cornell University)
·
41
PDF
An Exploratory Analysis on Users’ Contributions in Federated Learning
2020
·
Jiyue Huang
, Rania Talbi
, et al.
·
IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)
·
35
PDF
Enhancing Robustness of On-line Learning Models on Highly Noisy Data
2021
·
Zilong Zhao
, Robert Birke
, et al.
·
IEEE Transactions on Dependable and Secure Computing
·
21
PDF
DTGAN: Differential Private Training for Tabular GANs
2021
·
Kunar, Aditya
, Birke, Robert
, et al.
·
arXiv (Cornell University)
·
19
PDF
From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition
2024
·
Leyan Li
, Rennong Yang
, et al.
·
IEEE Transactions on Artificial Intelligence
·
16
Federated Learning for Tabular Data: Exploring Potential Risk to Privacy
2022
·
Han Wu
, Zilong Zhao
, et al.
·
Proceedings/Proceedings - International Symposium on Software Reliability Engineering
·
16
PDF
FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform
2023
·
Zilong Zhao
, Robert Birke
, et al.
·
ACM International Conference on Information and Knowledge Management (CIKM)
·
14
PDF
VT-GAN: Cooperative Tabular Data Synthesis using Vertical Federated Learning
2023
·
Zhao, Zilong
, Wu, Han
, et al.
·
arXiv (Cornell University)
·
14
PDF
ComicGAN: Text-to-Comic Generative Adversarial Network
2021
·
Proven-Bessel, Ben
, Zhao, Zilong
, et al.
·
arXiv (Cornell University)
·
13
PDF
Permutation-Invariant Tabular Data Synthesis
2022
·
Yujin Zhu
, Zilong Zhao
, et al.
·
IEEE International Conference on Big Data (BigData)
·
12
PDF
IRG: Modular Synthetic Relational Database Generation with Complex Relational Schemas
2026
·
Jiayu Li
, Zilong Zhao
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
11
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
2025
·
Schlegel, Viktor
, Bharath, Anil A
, et al.
·
arXiv (Cornell University)
·
11
PDF
TAEGAN: Generating Synthetic Tabular Data For Data Augmentation
2024
·
Li, Jiayu
, Zhao, Zilong
, et al.
·
arXiv (Cornell University)
·
8
PDF
Enhanced LSTM‐DQN algorithm for a two‐player zero‐sum game in three‐dimensional space
2024
·
Bo Lu
, Le Ru
, et al.
·
IET Control Theory and Applications
·
8
Event-Based Control for Online Training of Neural Networks
2020
·
Zilong Zhao
, Sophie Cerf
, et al.
·
IEEE Control Systems Letters
·
8
PDF
Fabricated Flips: Poisoning Federated Learning without Data
2023
·
Jiyue Huang
, Zilong Zhao
, et al.
·
International Conference on Dependable Systems & Networks/Proceedings
·
6
PDF
Feedback Control for Online Training of Neural Networks
2019
·
Zilong Zhao
, Sophie Cerf
, et al.
·
IEEE Conference on Control Technology and Applications (CCTA)
·
6
PDF
GTV: Generating Tabular Data via Vertical Federated Learning
2025
·
Zilong Zhao
, Han Wu
, et al.
·
International Conference on Dependable Systems & Networks/Proceedings
·
5
PDF
Attacks and Defenses for Free-Riders in Multi-Discriminator GAN
2022
·
Zhao, Zilong
, Huang, Jiyue
, et al.
·
arXiv (Cornell University)
·
5
PDF
Towards Irreversible Machine Unlearning for Diffusion Models
2025
·
Yuan, Xun
, Zhao, Zilong
, et al.
·
arXiv (Cornell University)
·
4
PDF
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Works count:
42
Citation count:
822
H-index:
13
I10-index:
17
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