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wengwenchao's Projects

agcrn icon agcrn

Adaptive Graph Convolutional Recurrent Network

astgnn icon astgnn

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

d2stgnn icon d2stgnn

Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

ddgcrn icon ddgcrn

[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

pdformer icon pdformer

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

pvcgn icon pvcgn

code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"

rgdan icon rgdan

[Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction

st-ssl icon st-ssl

The codes of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

stden icon stden

Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).

stfgnn icon stfgnn

Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

stg-ncde icon stg-ncde

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

stid icon stid

Code for our CIKM'22 short paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

t-gcn icon t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

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