This is the code for the final project of CSCE689 Algorithms and Optimization for Graph Mining (2021 Fall).
Team members: Hongye Jin, Keqiang Yan, Haoran Liu and Xuan Zhang.
The code is originally based on https://github.com/provezano/lgc. To run the notebooks, you need to download CIFAR-10 from the offical website (python version), and then extract it to the folder 'cifar10'.
QiangXuanRanYe.ipynb
includes experiments for the original Zhou's diffusion algorithm using the affinity matrix.
QiangXuanRanYe_knn.ipynb
includes experiments for the Zhou's diffusion algorithm using densified k-NN adjacency matrices.
show.ipynb
is for visualization and results/
includes all experimental results.