Diego Albo Martínez, Sharwin Bobde, Tomasz Motyka, Lydia Chen (2021), Courier: Real-Time Optimal Batch Size Prediction for Latency SLOs in BigDL, In ICPE 2021 - Proceedings of the ACM/SPEC International Conference on Performance Engineering p.133-144, Association for Computing Machinery (ACM).

Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen (2021), Enhancing Robustness of On-line Learning Models on Highly Noisy Data, In IEEE Transactions on Dependable and Secure Computing Volume 18 p.2177 - 2192.

Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak (2021), Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II, IEEE Transactions on Network and Service Management Volume 18 p.775-779.

Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen (2021), LABELNET: Recovering Noisy Labels, In IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings, IEEE.

Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen (2021), Masa: Responsive Multi-DNN Inference on the Edge, In 2021 IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, IEEE.

Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke (2021), MemA: Fast Inference of Multiple Deep Models, In 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021 p.281-286, IEEE.

Jin Wang, Hui Han, Hao Li, Shiming He, Pradip Kumar Sharma, Lydia Chen (2021), Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G, In IEEE Transactions on Industrial Informatics Volume 18 p. 1939 - 1948.

Ya Wen Teng, Hsi Wen Chen, De Nian Yang, Yvonne Anne Pignolet, Ting Wei Li, Lydia Chen (2021), On Influencing the Influential: Disparity Seeding, In CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management p.1804-1813, Association for Computing Machinery (ACM).

Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen (2021), Online label aggregation: A variational bayesian approach, In The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021 p.1904-1915, Association for Computing Machinery (ACM).

Florin Ciucu, Felix Poloczek, Lydia Y. Chen, Martin Chan (2021), Practical analysis of replication-based systems, In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, IEEE.