Neoyanghc / HiGRNLinks
HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
☆12Updated last year
Alternatives and similar repositories for HiGRN
Users that are interested in HiGRN are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆31Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆16Updated 2 years ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆29Updated last year
- ☆15Updated 3 years ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆17Updated last year
- Community Implementation of *Temporal Latent Auto-Encoder* as described in [Temporal Latent Auto-Encoder: A Method for Probabilistic Mult…☆15Updated 3 years ago
- ☆27Updated last month
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆20Updated last year
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆47Updated 5 months ago
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆10Updated 2 years ago
- PyTorch implementation of AirFormer, AAAI-23☆148Updated 2 years ago
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆20Updated 3 months ago
- ☆20Updated last year
- Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)☆13Updated 7 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆67Updated last year
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆49Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆29Updated last month
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆28Updated last year
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆103Updated 7 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆17Updated 4 months ago
- ☆45Updated 2 months ago
- ☆73Updated 8 months ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆19Updated 5 months ago
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆124Updated 4 months ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆36Updated last year
- ☆55Updated last year
- ☆22Updated 10 months ago
- ☆90Updated 2 years ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 11 months ago