yokoxue

HRP

Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.

LpDL

The codes are for the paper: ``Complete Dictionary Learning via \ell_p-norm Maximization'',Yifei Shen∗ , Ye Xue∗ , Jun Zhang , Khaled B. Letaief , Vincent Lau and "Blind Data Detection in Massive MIMO via ℓ3-norm Maximization over the Stiefel Manifold," Y. Xue, Y. Shen, V. Lau, J. Zhang and K. B. Letaief, in IEEE Transactions on Wireless Communications.

Wireless-FL

FedUL

FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

Python-for-Signal-Processing

Notebooks for "Python for Signal Processing" book

copt

A Python library for mathematical optimization

DCDicL_denoising

Official implementation of Deep Convolutional Dictionary Learning for Image Denoising.

DeepLearning

psychic-meme

Latex thesis template for Southeast university, according to the rules of Spring 2017

yokoxue.github.io

personal websites

LC-model-compression

Model compression by constrained optimization, using the Learning-Compression (LC) algorithm

Low-rank_Matrix-completion

low rank matrix recovery by minimizing matrix norm

matrix-completion

Python Implementation of the paper 'A Singular Value Thresholding Algorithm for Matrix Completion(SIAM Journal on optimization 2010)'

Model-Compression

基于pytorch的模型压缩实现

MVDepthNet

This repository provides PyTorch implementation for 3DV 2018 paper "MVDepthNet: real-time multiview depth estimation neural network"

Online-ODL

slr

The repository is implementation of our work in "Sparse Low Rank Factorization for Deep Neural Network Compression", Elsevier Neurocomputing, 2020