Alternatives and similar repositories for SpoT-Mamba

Users that are interested in SpoT-Mamba are comparing it to the libraries listed below

• haonan-yuan / DG-Mamba
  This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State S…
  ☆17Updated 3 months ago
• djm209 / HSTGODE
  HSTGODE code
  ☆9Updated last year
• HKUDS / GraphST
  [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
  ☆54Updated 7 months ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆65Updated 2 years ago
• GraphMamba / GMN
  ☆118Updated last year
• HKUDS / FlashST
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆80Updated 11 months ago
• EdisonLeeeee / GraphSSM
  [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study
  ☆16Updated 7 months ago
• Graph-Machine-Learning-Group / sgp
  Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
  ☆49Updated last year
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆87Updated 2 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆60Updated 11 months ago
• RongfanLi98 / SPGCL
  SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning
  ☆14Updated 2 years ago
• sqlcow / TITAN
  The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
  ☆25Updated 10 months ago
• yuyolshin / PGCN
  ☆17Updated last year
• HyunWookL / TESTAM
  Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts
  ☆55Updated 11 months ago
• icm1018 / GEAET
  ☆34Updated 4 months ago
• HHW-zhou / TDHNN
  Code of "Totally Dynamic Hypergraph Neural Network"
  ☆23Updated last year
• MGitHubL / Deep-Temporal-Graph-Clustering
  ☆50Updated 3 weeks ago
• gorgen2020 / DVGNN
  ☆26Updated 2 years ago
• zzyy0929 / KDD23-CauSTG
  The appendix and core code of model CauSTG, for accepted paper in KDD 2023.
  ☆10Updated 2 years ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆27Updated 3 months ago
• Mouradost / STGM
  STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting
  ☆102Updated last year
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆23Updated 2 months ago
• liun-online / WaveGC
  Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'
  ☆32Updated last month
• AprLie / TrafficStream
  ☆48Updated 3 years ago
• LZH-YS1998 / STHSL
  [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"
  ☆38Updated 2 years ago
• UConn-DSIS / Survey-of-Continual-Learning-on-Graphs
  Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"
  ☆50Updated last year
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆84Updated 2 years ago
• huankoh / GST-Pro
  ☆12Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆50Updated 2 weeks ago
• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆17Updated 2 years ago