Zilong Zhao - RankMe

50 papers A 6B 3C 2Journal 31Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	IRG: Modular Synthetic Relational Database Generation with Complex Relational Schemas. KDD (1) Jiayu Li, Zilong Zhao, Milad Abdollahzadeh, Biplab Sikdar, Y. C. Tay
2026	—	`conf`	Peeling the Layers of Privacy-Utility Onion on Tabular Data. EuroMLSys@EuroSys Jiawei Wang, Zilong Zhao, Leonardo Aniello, Han Wu
2026	J	`jnl`	VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-series Data. ACM Trans. Priv. Secur. Yuan Xun, Zilong Zhao, Jiayu Li, Prosanta Gope, Biplab Sikdar
2025	A	`conf`	GTV: Generating Tabular Data via Vertical Federated Learning. DSN Zilong Zhao, Han Wu, Aad van Moorsel, Lydia Y. Chen
2025	J	`jnl`	Instruction Tuning of Large Language Models for Tabular Data Generation-in One Day. CoRR Milad Abdollahzadeh, Abdul Raheem, Zilong Zhao, Uzair Javaid, Kevin Yee, Nalam Venkata Abhishek, Tram Truong-Huu, Biplab Sikdar
2025	J	`jnl`	TabTreeFormer: Tabular Data Generation Using Hybrid Tree-Transformer. CoRR Jiayu Li, Bingyin Zhao, Zilong Zhao, Kevin Yee, Uzair Javaid, Biplab Sikdar
2025	—	`conf`	TabuLa: Harnessing Language Models for Tabular Data Synthesis. PAKDD (5) Zilong Zhao, Robert Birke, Lydia Y. Chen
2025	J	`jnl`	Towards Irreversible Machine Unlearning for Diffusion Models. CoRR Xun Yuan, Zilong Zhao, Jiayu Li, Aryan Mohammadi Pasikhani, Prosanta Gope, Biplab Sikdar
2024	J	`jnl`	Adaptive Prescribed-Time Neural Control of Nonlinear Systems via Dynamic Surface Technique. IEEE Trans. Artif. Intell. Ping Wang, Chengpu Yu, Maolong Lv, Zilong Zhao
2024	J	`jnl`	CTAB-GAN+: enhancing tabular data synthesis. Frontiers Big Data Zilong Zhao, Aditya Kunar, Robert Birke, Hiek Van der Scheer, Lydia Y. Chen
2024	J	`jnl`	CombU: A Combined Unit Activation for Fitting Mathematical Expressions with Neural Networks. CoRR Jiayu Li, Zilong Zhao, Kevin Yee, Uzair Javaid, Biplab Sikdar
2024	J	`jnl`	From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition. IEEE Trans. Artif. Intell. Leyan Li, Rennong Yang, Maolong Lv, Ao Wu, Zilong Zhao
2024	J	`jnl`	TAEGAN: Generating Synthetic Tabular Data For Data Augmentation. CoRR Jiayu Li, Zilong Zhao, Kevin Yee, Uzair Javaid, Biplab Sikdar
2024	B	`conf`	TabVFL: Improving Latent Representation in Vertical Federated Learning. SRDS Mohamed Rashad, Zilong Zhao, Jérémie Decouchant, Lydia Y. Chen
2024	J	`jnl`	TabVFL: Improving Latent Representation in Vertical Federated Learning. CoRR Mohamed Rashad, Zilong Zhao, Jeremie Decouchant, Lydia Y. Chen
2024	J	`jnl`	VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data. CoRR Xun Yuan, Zilong Zhao, Prosanta Gope, Biplab Sikdar
2023	A	`conf`	Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks. FC Zilong Zhao, Jiyue Huang, Lydia Y. Chen, Stefanie Roos
2023	A	`conf`	FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. CIKM Zilong Zhao, Robert Birke, Lydia Y. Chen
2023	A	`conf`	Fabricated Flips: Poisoning Federated Learning without Data. DSN Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
2023	B	`conf`	GDTS: GAN-Based Distributed Tabular Synthesizer. CLOUD Zilong Zhao, Robert Birke, Lydia Y. Chen
2023	J	`jnl`	GTV: Generating Tabular Data via Vertical Federated Learning. CoRR Zilong Zhao, Han Wu, Aad van Moorsel, Lydia Y. Chen
2023	—	`conf`	Modelling and Optimal Control of MIMO System - France Macroeconomic Model Case. ECC Zilong Zhao, Bogdan Robu, Ioan Doré Landau, Luc Dugard, Nicolas Marchand, Louis Job
2023	J	`jnl`	TabuLa: Harnessing Language Models for Tabular Data Synthesis. CoRR Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	Attacks and Defenses for Free-Riders in Multi-Discriminator GAN. CoRR Zilong Zhao, Jiyue Huang, Stefanie Roos, Lydia Y. Chen
2022	J	`jnl`	Blind leads Blind: A Zero-Knowledge Attack on Federated Learning. CoRR Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
2022	J	`jnl`	CTAB-GAN+: Enhancing Tabular Data Synthesis. CoRR Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	FCT-GAN: Enhancing Table Synthesis via Fourier Transform. CoRR Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	A	`conf`	Federated Learning for Tabular Data: Exploring Potential Risk to Privacy. ISSRE Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel
2022	J	`jnl`	Federated Learning for Tabular Data: Exploring Potential Risk to Privacy. CoRR Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel
2022	B	`conf`	Permutation-Invariant Tabular Data Synthesis. IEEE Big Data Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	Permutation-Invariant Tabular Data Synthesis. CoRR Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen
2021	C	`conf`	CTAB-GAN: Effective Table Data Synthesizing. ACML Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen
2021	J	`jnl`	CTAB-GAN: Effective Table Data Synthesizing. CoRR Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, Robert Birke, Lydia Y. Chen
2021	J	`jnl`	ComicGAN: Text-to-Comic Generative Adversarial Network. CoRR Ben Proven-Bessel, Zilong Zhao, Lydia Y. Chen
2021	J	`jnl`	DTGAN: Differential Private Training for Tabular GANs. CoRR Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Y. Chen
2021	J	`jnl`	Enhancing Robustness of On-Line Learning Models on Highly Noisy Data. IEEE Trans. Dependable Secur. Comput. Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2021	J	`jnl`	Enhancing Robustness of On-line Learning Models on Highly Noisy Data. CoRR Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2021	J	`jnl`	Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data. CoRR Zilong Zhao, Robert Birke, Aditya Kunar, Lydia Y. Chen
2021	C	`conf`	QActor: Active Learning on Noisy Labels. ACML Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2020	—	`conf`	An Exploratory Analysis on Users' Contributions in Federated Learning. TPS-ISA Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos
2020	J	`jnl`	An Exploratory Analysis on Users' Contributions in Federated Learning. CoRR Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos
2020	J	`jnl`	Event-Based Control for Online Training of Neural Networks. CoRR Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand
2020	J	`jnl`	Event-Based Control for Online Training of Neural Networks. IEEE Control. Syst. Lett. Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand
2020	—	`—`	Extracting Knowledge from Macroeconomics, Images and Unreliable Data. (Extractions de Connaissances de Données Macroéconomiques, d'Images et de Données Non Fiables). Zilong Zhao
2020	J	`jnl`	QActor: On-line Active Learning for Noisy Labeled Stream Data. CoRR Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2019	—	`conf`	Feedback Control for Online Training of Neural Networks. CCTA Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand
2019	J	`jnl`	Feedback Control for Online Training of Neural Networks. CoRR Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand
2019	J	`jnl`	RAD: On-line Anomaly Detection for Highly Unreliable Data. CoRR Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2019	—	`conf`	Robust (Deep) Learning Framework Against Dirty Labels and Beyond. TPS-ISA Amirmasoud Ghiassi, Taraneh Younesian, Zilong Zhao, Robert Birke, Valerio Schiavoni, Lydia Y. Chen
2019	A	`conf`	Robust Anomaly Detection on Unreliable Data. DSN Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen