HeZhang1994
Make everything as simple as possible, but not simpler.
University of ExeterExeter, United Kingdom
Pinned Repositories
air-quality-prediction-model
Build an accurate fine-scale air quality prediction model
baiduyun
油猴脚本 直接下载百度网盘和百度网盘分享的文件,直链下载超级加速
digital-elevation-model
To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
gif-creator
To create a GIF image with user specified duration. [简单实用] 生成自定义延时的GIF图像。
GMatch4py
A graph matching library for Python
hypergraph-matching
Code of the paper "Game theoretic hypergraph matching for multi-source image correspondences". [论文代码] 超图匹配和多源图像特征点匹配。
video-audio-tools
To process/edit video and audio with Python+FFmpeg. [简单实用] 基于Python+FFmpeg的视频和音频的处理/剪辑。
weibo-crawler
To crawl Sina Weibo data (text, JPG/GIF images, live photos, and videos). [简单实用] 爬取新浪微博用户所发表或转发的文本、JPG/GIF图片、实况照片和视频。
HeZhang1994's Repositories
HeZhang1994/grin
Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
HeZhang1994/bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
HeZhang1994/BRITS
HeZhang1994/BRITS-1
Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series
HeZhang1994/DIFFormer
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
HeZhang1994/Diffusion-based-Fluid-Super-resolution
PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".
HeZhang1994/Diffusion-SpaceTime-Attn
Official implementation of the paper "Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis"
HeZhang1994/gnn_hierarchical_pooling
Graph Neural Network with Hierarchical Pooling for PyTorch: "Hierarchical Graph Representation Learning with Differentiable Pooling".
HeZhang1994/Graph-U-Nets
Pytorch implementation of Graph U-Nets (ICML19)
HeZhang1994/GXN
Graph Cross Network
HeZhang1994/H-GCN
[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"
HeZhang1994/H2MN
H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks (KDD-2021)
HeZhang1994/hats
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
HeZhang1994/HD-GCN
[arXiv] Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition
HeZhang1994/Hierarchical-Graph-Attention-Network
HeZhang1994/hierarchical_fashion_graph_network
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020
HeZhang1994/HighAir
The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method
HeZhang1994/HowToLiveLonger
程序员延寿指南 | A programmer's guide to live longer
HeZhang1994/MalGraph
Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"
HeZhang1994/MVPool
Hierarchical Multi-View Graph Pooling with Structure Learning(TKDE-2021)
HeZhang1994/mvts-imputation
Multivariate Time Series Imputation by Graph Neural Networks and other methods
HeZhang1994/mvts-imputation-tsl
Multivariate Time Series Imputation by Graph Neural Networks and other methods
HeZhang1994/pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
HeZhang1994/pygcn
Graph Convolutional Networks in PyTorch
HeZhang1994/SAGPool
Official PyTorch Implementation of SAGPool - ICML 2019
HeZhang1994/SHARE-parking_availability_prediction-Pytorch
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
HeZhang1994/sparsemax
:boom: A PyTorch Implementation of the Sparsemax operator (https://arxiv.org/pdf/1803.09820.pdf)
HeZhang1994/structurenet
StructureNet: Hierarchical Graph Networks for 3D Shape Generation
HeZhang1994/T-GCN
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
HeZhang1994/Time-Series-Forecasting-and-Deep-Learning
Resources about time series forecasting and deep learning.