IEEE

Transitioning From Federated Learning to Quantum Federated Learning in Internet of Things: A Comprehensive Survey

Abstract: Quantum Federated Learning (QFL) recently becomes a promising approach with the potential to revolutionize Machine Learning (ML). It merges the established strengths of classical Federated ...
GitHub

ncpi: neural circuit parameter inference

ncpi is a Python package for model-based inference of neural circuit parameters from population-level electrophysiological recordings, such as LFP, ECoG, MEG, and EEG. ncpi provides a rapid, ...
GitHub

This is the official implementation of our ICML 2024 paper "MultiMax: Sparse and Multi-Modal Attention Learning".

[2026-07] MultiMax is now integrated into PaddleFleet, the large-scale distributed training framework by PaddlePaddle. Key highlights of the integration: Optimizer: Use Adam (or AdamW) for MultiMax ...
IEEE

Lipeng Zhu

Lipeng Zhu (Member, IEEE) received the B.S. degree from the Department of Mathematics and System Sciences, Beihang University, Beijing, China, in 2017, and the Ph.D. degree from the Department of ...