ChenxiLiu-HNU / ST-LLM

Related projects ⓘ

Alternatives and complementary repositories for ST-LLM

• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆72Updated 5 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆59Updated 3 months ago
• ChyaZhang / ChatTraffic
  The official implementation of ChatTraffic.
  ☆33Updated 2 months ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆133Updated 9 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆146Updated 4 months ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆59Updated last year
• RobinLu1209 / ST-GFSL
  ☆39Updated 2 years ago
• HKUDS / FlashST
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆62Updated 2 months ago
• liuxu77 / LargeST
  LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)
  ☆165Updated last year
• zhyliu00 / TPB
  Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"
  ☆17Updated last year
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆55Updated 8 months ago
• LiuAoyu1998 / STIDGCN
  ☆52Updated last week
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆40Updated last year
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆106Updated 10 months ago
• dcliu99 / MSDR
  Implementation for MSDR
  ☆25Updated 2 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆95Updated 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"
  ☆34Updated last year
• sqlcow / TITAN
  The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
  ☆14Updated last month
• tsinghua-fib-lab / GPD
  The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…
  ☆40Updated 5 months ago
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆85Updated 8 months ago
• Essaim / CGCDemandPrediction
  ☆48Updated 2 years ago
• HKUDS / GraphST
  [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
  ☆48Updated 4 months ago
• tsinghua-fib-lab / SIRI
  The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).
  ☆11Updated last year
• KL4805 / CrossTReS
  Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection
  ☆17Updated last year
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆118Updated 2 weeks ago
• uctb / ST-Paper
  Spatio-Temporal Prediction Paper List
  ☆118Updated this week
• BUAABIGSCity / PDFormer
  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
  ☆206Updated last year
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆140Updated last year
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆40Updated last year
• usail-hkust / RDAT
  ☆12Updated last year