Kekun HU's repositories
Awesome-GNN-Research
My future research
HSAKD
[IJCAI-2021&&TNNLS-2022] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation
GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
3DConvCaps
[ICPR 2022] 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation
GAug
AAAI'21: Data Augmentation for Graph Neural Networks
ImCom
RGB Image compression using Haar Wavelet Transform
Graph-Neural-Networks-With-Heterophily
This repository contains the resources on graph neural network (GNN) considering heterophily.
Mastering-TensorFlow-1x
Mastering TensorFlow 1x, published by Packt
CCCapsNet
A PyTorch implementation of Compositional Coding Capsule Network based on PRL 2022 paper "Compositional Coding Capsule Network with K-Means Routing for Text Classification"
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RL-Job-Shop-Scheduling
Reinforcement learning approach for job shop scheduling
Social-Recommendation
Summary of social recommendation papers and codes
awesome-efficient-gnn
Efficient Graph Neural Networks - a curated list of papers and projects
graph-pooling-papers
Papers on Graph Pooling (GNN-Pooling)
ASPCNet_HSIC
Code for J. Wang, X. Tan, J. Lai, and J. Li. ASPCNet: Deep adaptive spatial pattern capsule network for hyperspectral image classification. Neurocomputing. 2022(486). 47-60.
mindspore
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
ppnp
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
GCoD
[HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design
Question-Answering-using-Capsule-Networks
A novel system for the automated question & answering of product-related user queries present on e-commerce websites using Capsule Networks (implemented in Keras)
Attention-Aware-Capsule-GAN
Official Tensorflow implementation of Self-Attention Generative Adversarial Capsule Networks
ChebyNet
The PyTorch version of ChebyNet.