Yangxin Fan's repositories
2019-ZJU_SummerResearch
The task is to restate a thesis and redo the experiment following the instructions in the paper.
awesome-graph-explainability-papers
Papers about explainability of GNNs
darknet
Convolutional Neural Networks
GAIN
Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018
GATE
Graph Attention Auto-Encoders
GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
GNNPapers
Must-read papers on graph neural networks (GNN)
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
grin
Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"
Materials-Design-Ontology
An Ontology for the Materials Design Domain
MIDASpy
Python package for missing-data imputation with deep learning
PVplr-stGNN
Source codes for Python package PVplr-stGNN
pyLODE
An OWL ontology documentation tool using Python and templating, based on LODE
SAITS
The official code repository for paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) imputation model with effeciency.
serenade
Session-based recommender system: Serenade
Shift-Robust-GNNs
"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')
spatiotemporal_datasets
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
SSSD
Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'
ST-GTrend
Parallel-friendly Spatio-Temporal Graph Learning for Large-scale Photovoltaic Degradation Analysis
Time-Series-Work-Conference
Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)
timeseries-tutorial-kdd-2022
KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective
Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
transdim
Machine learning for transportation data imputation and prediction.
Yangxin_Fan
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes