binghuiwang Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adversarial-robustness-toolbox

Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support

advrpprl

awesome-ai-privacy

Private machine learning progress

awesome-federated-learning

A curated list of resources dedicated to federated learning.

awesome-federated-learning-1

A collection of research papers categorized into broad topics in federated learning.

awesome-network-embedding

A curated list of network embedding techniques.

backdoor-learning-resources

A curated list of backdoor learning resources

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

binghuiwang.github.io

certifygnn

Source code of "Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation""

codefights

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepwalk

DeepWalk - Deep Learning for Graphs

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gnnpapers

Must-read papers on graph neural network (GNN)

graph-adversarial-learning

A curated collection of adversarial attack and defense on graph data.

graph-based-deep-learning-literature

graph-neural-networks-roadmap

graph_nets

Build Graph Nets in Tensorflow

graphfl

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphwar

A graph adversarial learning toolbox based on PyTorch and DGL.

laplacian-eigenmaps

Spectral embedding using Laplacian Eigenmaps

line

LINE: Large-scale information network embedding

minimal-mistakes

:triangular_ruler: Jekyll theme for personal sites, blogs, and portfolios. Two-columns and extremely flexible.

nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

ntm-tensorflow

"Neural Turing Machine" in Tensorflow