Feedback Control for Online Training of Neural Networks. - Zilong Zhao 001; Sophie Cerf; Bogdan Robu; Nicolas Marchand (CCTA, 2019)

Robust Anomaly Detection on Unreliable Data. - Zilong Zhao 001; Sophie Cerf; Robert Birke; Bogdan Robu; Sara Bouchenak; Sonia Ben Mokhtar; Lydia Y. Chen (DSN, 2019)

Robust (Deep) Learning Framework Against Dirty Labels and Beyond. - Amirmasoud Ghiassi; Taraneh Younesian; Zilong Zhao 001; Robert Birke; Valerio Schiavoni; Lydia Y. Chen (TPS-ISA, 2019)

RAD: On-line Anomaly Detection for Highly Unreliable Data. - Zilong Zhao 001; Robert Birke; Rui Han 001; Bogdan Robu; Sara Bouchenak; Sonia Ben Mokhtar; Lydia Y. Chen (CoRR, 2019)

An Exploratory Analysis on Users' Contributions in Federated Learning. - Jiyue Huang; Rania Talbi; Zilong Zhao 001; Sara Bouchenak; Lydia Y. Chen; Stefanie Roos (TPS-ISA, 2020)

QActor: On-line Active Learning for Noisy Labeled Stream Data. - Taraneh Younesian; Zilong Zhao 001; Amirmasoud Ghiassi; Robert Birke; Lydia Y. Chen (CoRR, 2020)

Event-Based Control for Online Training of Neural Networks. - Zilong Zhao 001; Sophie Cerf; Bogdan Robu; Nicolas Marchand (IEEE Control. Syst. Lett., 2020)

Extracting Knowledge from Macroeconomics, Images and Unreliable Data. (Extractions de Connaissances de Données Macroéconomiques, d'Images et de Données Non Fiables). - Zilong Zhao 001 (2020)

CTAB-GAN: Effective Table Data Synthesizing. - Zilong Zhao 001; Aditya Kunar; Robert Birke; Lydia Y. Chen (ACML, 2021)

QActor: Active Learning on Noisy Labels. - Taraneh Younesian; Zilong Zhao 001; Amirmasoud Ghiassi; Robert Birke; Lydia Y. Chen (ACML, 2021)

CTAB-GAN: Effective Table Data Synthesizing. - Zilong Zhao 001; Aditya Kunar; Hiek Van der Scheer; Robert Birke; Lydia Y. Chen (CoRR, 2021)

DTGAN: Differential Private Training for Tabular GANs. - Aditya Kunar; Robert Birke; Zilong Zhao 001; Lydia Y. Chen (CoRR, 2021)

Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data. - Zilong Zhao 001; Robert Birke; Aditya Kunar; Lydia Y. Chen (CoRR, 2021)

ComicGAN: Text-to-Comic Generative Adversarial Network. - Ben Proven-Bessel; Zilong Zhao 001; Lydia Y. Chen (CoRR, 2021)

Enhancing Robustness of On-Line Learning Models on Highly Noisy Data. - Zilong Zhao 001; Robert Birke; Rui Han 001; Bogdan Robu; Sara Bouchenak; Sonia Ben Mokhtar; Lydia Y. Chen (IEEE Trans. Dependable Secur. Comput., 2021)

Permutation-Invariant Tabular Data Synthesis. - Yujin Zhu; Zilong Zhao 001; Robert Birke; Lydia Y. Chen (IEEE Big Data, 2022)

Federated Learning for Tabular Data: Exploring Potential Risk to Privacy. - Han Wu 001; Zilong Zhao 001; Lydia Y. Chen; Aad van Moorsel (ISSRE, 2022)

Attacks and Defenses for Free-Riders in Multi-Discriminator GAN. - Zilong Zhao 001; Jiyue Huang; Stefanie Roos; Lydia Y. Chen (CoRR, 2022)

Blind leads Blind: A Zero-Knowledge Attack on Federated Learning. - Jiyue Huang; Zilong Zhao 001; Lydia Y. Chen; Stefanie Roos (CoRR, 2022)

CTAB-GAN+: Enhancing Tabular Data Synthesis. - Zilong Zhao 001; Aditya Kunar; Robert Birke; Lydia Y. Chen (CoRR, 2022)

FCT-GAN: Enhancing Table Synthesis via Fourier Transform. - Zilong Zhao 001; Robert Birke; Lydia Y. Chen (CoRR, 2022)

GDTS: GAN-Based Distributed Tabular Synthesizer. - Zilong Zhao 001; Robert Birke; Lydia Y. Chen (CLOUD, 2023)

FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. - Zilong Zhao 001; Robert Birke; Lydia Y. Chen (CIKM, 2023)

Fabricated Flips: Poisoning Federated Learning without Data. - Jiyue Huang; Zilong Zhao 001; Lydia Y. Chen; Stefanie Roos (DSN, 2023)

Modelling and Optimal Control of MIMO System - France Macroeconomic Model Case. - Zilong Zhao 001; Bogdan Robu; Ioan Doré Landau; Luc Dugard; Nicolas Marchand; Louis Job (ECC, 2023)

Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks. - Zilong Zhao 001; Jiyue Huang; Lydia Y. Chen; Stefanie Roos (FC, 2023)

TabVFL: Improving Latent Representation in Vertical Federated Learning. - Mohamed Rashad; Zilong Zhao 001; Jérémie Decouchant; Lydia Y. Chen (SRDS, 2024)

CTAB-GAN+: enhancing tabular data synthesis. - Zilong Zhao 001; Aditya Kunar; Robert Birke; Hiek Van der Scheer; Lydia Y. Chen (Frontiers Big Data, 2024)

Adaptive Prescribed-Time Neural Control of Nonlinear Systems via Dynamic Surface Technique. - Ping Wang 032; Chengpu Yu; Maolong Lv; Zilong Zhao 001 (IEEE Trans. Artif. Intell., 2024)

From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition. - Leyan Li; Rennong Yang; Maolong Lv; Ao Wu; Zilong Zhao 001 (IEEE Trans. Artif. Intell., 2024)

GTV: Generating Tabular Data via Vertical Federated Learning. - Zilong Zhao 001; Han Wu 001; Aad van Moorsel; Lydia Y. Chen (DSN, 2025)

TabuLa: Harnessing Language Models for Tabular Data Synthesis. - Zilong Zhao 001; Robert Birke; Lydia Y. Chen (PAKDD (5), 2025)