cruiseresearchgroup / AuxMobLCast

Related projects: ⓘ

• tsinghua-fib-lab / UniST
  Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
  ☆91Updated 3 weeks 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
• xlwang233 / LLM-Mob
  Large Language Models as Human Mobility Predictors
  ☆28Updated 7 months ago
• uctb / Urban-Dataset
  ☆21Updated last week
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆66Updated 3 months ago
• JLDeng / SCNN
  ☆23Updated 2 months ago
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆22Updated 2 years ago
• Rising0321 / HMOD
  The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
  ☆13Updated 2 years ago
• deepkashiwa20 / MemeSTN
  WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster
  ☆15Updated last year
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆37Updated last year
• ChenxiLiu-HNU / ST-LLM
  Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"
  ☆21Updated this week
• HKUDS / FlashST
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆52Updated 2 weeks ago
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆17Updated 7 months ago
• RobinLu1209 / ST-GFSL
  ☆38Updated 2 years ago
• tsinghua-fib-lab / GPD
  The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…
  ☆35Updated 4 months ago
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆77Updated 7 months ago
• tsinghua-fib-lab / Activity-Trajectory-Generation
  The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
  ☆27Updated 8 months ago
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆21Updated last month
• wanhuaiyu / ASTGNN
  ☆17Updated last year
• LZH-YS1998 / STHSL
  [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"
  ☆32Updated 2 years ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆54Updated last year
• mingyangzhang / mv-region-embedding
  code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)
  ☆28Updated 3 years ago
• AdityaLab / lstprompt
  ☆29Updated last month
• liuxu77 / UniTime
  UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)
  ☆64Updated 6 months ago
• tsinghua-fib-lab / SIRI
  The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).
  ☆9Updated 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
• underdoc-wang / EAST-Net
  [AAAI'22] Event-Aware Multimodal Mobility Nowcasting
  ☆12Updated 2 years ago
• pengzhangzhi / spatial-temporal-transformer
  traffic flow prediction
  ☆21Updated 2 years ago
• underdoc-wang / MPGCN
  [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)
  ☆16Updated 3 years 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