zhuolin li's repositories
CMuST
[NeurIPS 2024 Oral] Repository of the CMuST paper: "Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework"
DHGSIM
The official implementation of Dynamic Hypergraph Structure Learning for Spatio-temporal Time Series Forecasting
DiPE-Linear
Official implementation for "Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting" https://arxiv.org/abs/2411.17257
Extralonger
This is the official repo for Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting.
GNeuralFlow
Supporting code for the NeurIPS 2024 paper "Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series".
IIMP
Codes for "Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks"
NeurIPS24-Terra
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth (NeurIPS24)
PatchSTG
[SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
SSCNN
[NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting"
STGP
Prompt-Based Spatio-Temporal Graph Transfer Learning
TimeDART
This is the official PyTorch implementation of the paper: Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting.
TITAN
The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
TPGN
Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.
WaveRoRA
implementation of WaveRoRa: Wavelet Rotary Router Attention for Multivariate Time Series Forecasting
XST-GCNN
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data