decisionintelligence / MM-PathLinks
[KDD 2025] MM-Path: Multi-modal, Multi-granularity Path Representation Learning.
☆14Updated 8 months ago
Alternatives and similar repositories for MM-Path
Users that are interested in MM-Path are comparing it to the libraries listed below
Sorting:
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆58Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated last year
- [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.☆41Updated 2 months ago
- ☆11Updated 5 months ago
- ☆15Updated 10 months ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆119Updated last year
- The official implementation of ChatTraffic.☆47Updated 8 months ago
- Large Language Models as Human Mobility Predictors☆56Updated 10 months ago
- ☆22Updated 2 years ago
- ☆31Updated 11 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆57Updated 2 months ago
- ☆15Updated 2 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆82Updated last year
- ☆15Updated 6 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 8 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆62Updated last year
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆34Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆64Updated 2 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆57Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆105Updated 4 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆11Updated 2 years ago
- ☆13Updated 5 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆31Updated 11 months ago
- ☆23Updated 11 months ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆10Updated 2 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆37Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- [ICML 2025] Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting☆47Updated last month
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Updated 2 years ago