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.

Bart Cox, Jeroen Galjaard, Aditya Shankar, Jérémie Decouchant, Lydia Y. Chen (2025), Parameterizing Federated Continual Learning for Reproducible Research, Rosa Meo, Fabrizio Silvestri (Eds.), In Machine Learning and Principles and Practice of Knowledge Discovery in Databases p.478-486, Springer.

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.

Xinyu Guo, Xiaojiang Zuo, Rui Han, Junyan Ouyang, Jing Xie, Chi Harold Liu, Qinglong Zhang, Ying Guo, Jing Chen, Lydia Y. Chen (2024), RobustDA: Lightweight Robust Domain Adaptation for Evolving Data at Edge, In IEEE Journal on Emerging and Selected Topics in Circuits and Systems Volume 14 p.688-704.

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, ACM.