Graph-Machine-Learning-Group / spin

Related projects: ⓘ

• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆99Updated 8 months ago
• Graph-Machine-Learning-Group / sgp
  Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
  ☆42Updated 11 months ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆66Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆90Updated 2 years ago
• LMZZML / PriSTI
  ☆72Updated 10 months ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆30Updated 2 years ago
• RobinLu1209 / ST-GFSL
  ☆38Updated 2 years ago
• nnzhan / TraverseNet
  ☆16Updated 2 years ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆80Updated last year
• idea-iitd / Frigate
  ☆16Updated last year
• YihongT / DASTNet
  Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecas…
  ☆42Updated last year
• ant-research / RGSL
  ☆44Updated 2 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆68Updated 5 months ago
• Z-GCNETs / Z-GCNETs
  ☆35Updated 2 years ago
• AprLie / TrafficStream
  ☆42Updated 2 years ago
• EternityZY / STNSCM
  This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"
  ☆32Updated last year
• GestaltCogTeam / GinAR
  It is the code for the Graph Interpolation Attention Recursive Network
  ☆15Updated 2 months ago
• Graph-Machine-Learning-Group / grin
  Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
  ☆142Updated 2 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆121Updated 7 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆137Updated 2 months ago
• Curb-GAN / Curb-GAN
  The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
  ☆31Updated 4 years ago
• louisechen520 / Bi-STAT
  ☆22Updated 10 months ago
• tanwimallick / TL-DCRNN
  ☆41Updated 2 years ago
• skzhangPKU / GTA
  Multi-sensor traffic flow forecasting.
  ☆12Updated 2 years ago
• hjf1997 / STGNP
  KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
  ☆32Updated last year
• razvanc92 / triformer
  ☆23Updated 2 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆54Updated 2 months ago
• Essaim / CGCDemandPrediction
  ☆46Updated 2 years ago
• underdoc-wang / EAST-Net
  [AAAI'22] Event-Aware Multimodal Mobility Nowcasting
  ☆12Updated 2 years ago
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆37Updated last year