YilliaJing

ACE

Code for the paper, Neural Network Attributions: A Causal Perspective (ICML 2019).

Action-OOD

Official implement of Action-OOD

AGCRN

Adaptive Graph Convolutional Recurrent Network

AutoSTG

BernNet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

CLCRN

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

DILATE

Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"

DMSTGCN

GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

ICLR2020-PADGN

Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum?id=r1gelyrtwH).

YilliaJing/ACE

Code for the paper, Neural Network Attributions: A Causal Perspective (ICML 2019).

YilliaJing/Action-OOD

Official implement of Action-OOD

YilliaJing/AGCRN

Adaptive Graph Convolutional Recurrent Network

YilliaJing/AutoSTG

YilliaJing/BernNet

PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"

YilliaJing/CLCRN

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

YilliaJing/DILATE

Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"

YilliaJing/DMSTGCN

YilliaJing/GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

YilliaJing/ICLR2020-PADGN

Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum?id=r1gelyrtwH).

YilliaJing/PM2.5-GNN

PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

YilliaJing/seedgraphmatching

seedgraphmatching(sgd) python

YilliaJing/torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.