Alternatives and similar repositories for SUMformer:

Users that are interested in SUMformer are comparing it to the libraries listed below

• YuanYuan98 / UniFlow
  ☆13Updated 5 months ago
• gorgen2020 / DVGNN
  ☆26Updated last year
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆12Updated 7 months ago
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆24Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆25Updated 8 months ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆41Updated 2 weeks ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆89Updated last month
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆51Updated 8 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆36Updated 4 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆23Updated last week
• LMZZML / PriSTI
  ☆83Updated last year
• idea-iitd / Frigate
  ☆15Updated last year
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆16Updated last year
• easylearningscores / NuwaDynamics
  ICLR'2024 (Spotlight)
  ☆18Updated 10 months ago
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆24Updated last year
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆18Updated 8 months ago
• ibizatomorrow / DCST
  This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…
  ☆11Updated 8 months ago
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆56Updated last year
• D2I-Group / awesome-vision-time-series
  This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".
  ☆25Updated this week
• dyu62 / multisource-spatial-point-prediction
  ☆8Updated 7 months ago
• zhyliu00 / FDTI
  Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"
  ☆11Updated last year
• LMissher / TFMAE
  [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection
  ☆21Updated 9 months ago
• yoshall / SINPA
  ☆11Updated 7 months ago
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆18Updated 2 weeks ago
• bycnfz / weather2k
  ☆42Updated last year
• YoZhibo / ForecastGrapher
  ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
  ☆30Updated 10 months ago
• Levi-Ackman / ReFocus
  Code For Paper "ReFocus: Reinforcing Mid-Frequency and Key-Frequency Extraction for Multivariate Time Series Forecasting"
  ☆15Updated 2 weeks ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆38Updated 2 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆70Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year