Yidong Xu, Rui Han, Xiaojiang Zuo, Junyan Ouyang, Chi Harold Liu, Lydia Y. Chen (2025), Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge, In Future Generation Computer Systems Volume 164.

Ziyu Li, Wenbo Sun, Danning Zhan, Yan Kang, Lydia Chen, Alessandro Bozzon, Rihan Hai (2024), Amalur: The Convergence of Data Integration and Machine Learning, In IEEE Transactions on Knowledge and Data Engineering Volume 36 p.7353-7367.

Iacopo Colonnelli, Robert Birke, Giulio Malenza, Gianluca Mittone, Alberto Mulone, Jeroen Galjaard, Lydia Y. Chen, Sanzio Bassini, Gabriella Scipione, More Authors (2024), Cross-Facility Federated Learning, In Procedia Computer Science p.3-12.

Zilong Zhao, Jiyue Huang, Lydia Y. Chen, Stefanie Roos (2024), Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks, Foteini Baldimtsi, Christian Cachin (Eds.), In Financial Cryptography and Data Security - 27th International Conference, FC 2023, Revised Selected Papers p.200-217, Springer.

Qinglong Zhang, Rui Han, Chi Harold Liu, Guoren Wang, Lydia Y. Chen (2024), ElasticDNN: On-Device Neural Network Remodeling for Adapting Evolving Vision Domains at Edge, In IEEE Transactions on Computers Volume 73 p.1616-1630.

Xiaojiang Zuo, Yaxin Luopan, Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Lydia Y. Chen (2024), FedViT: Federated continual learning of vision transformer at edge, In Future Generation Computer Systems Volume 154 p.1-15.

Aditya Shankar, Hans Brouwer, Rihan Hai, Lydia Chen (2024), SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models, In Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024 p.110-123, IEEE.

Yuncong Zuo, Bart Cox, Lydia Y. Chen, Jérémie Decouchant (2024), Spyker: Asynchronous Multi-Server Federated Learning for Geo-Distributed Clients, In Middleware 2024 - Proceedings of the 25th ACM International Middleware Conference p.367-378, Association for Computing Machinery (ACM).

J. Xu, C. Hong, J. Huang, Lydia Y. Chen, J.E.A.P. Decouchant (2023), AGIC: Approximate Gradient Inversion Attack on Federated Learning, Cristina Ceballos, Hector Torres (Eds.), In 41st International Symposium on Reliable Distributed Systems (SRDS 2022 ) p.12-22.

Zilong Zhao, Aditya Kunar, Robert Birke, Hiek Van der Scheer, Lydia Y. Chen (2023), CTAB-GAN+: enhancing tabular data synthesis, In Frontiers in Big Data Volume 6.