Mingyi Hong

STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning pdf

Pramod K. Varshney, Ketan Rajawat, Prashant Khanduri, 2021, NeurIPS.

Deep Generative Model Learning For Blind Spectrum Cartography with NMF-Based Radio Map Disaggregation

Xiao Fu, Mingyi Hong, Sagar Shrestha, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models pdf

Xiao Fu, Mingyi Hong, Sagar Shrestha, 2021, IEEE Transactions on Signal Processing.

Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy pdf

Jinfeng Yi, Zhiwei Steven Wu, Xinwei Zhang, 2021, ICML.