zhuolin li's repositories
C-LoRA
CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
CapsNet
A pytorch implementation of Capsule Network.
DCST
This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction.
DFDGCN
Dynamic frequency domain graph convolution for traffic prediction
DSTCGCN
Initial implementation of "DSTCGCN: Learning Dynamic Spatial-Temporal Cross Dependencies Efficiently for Traffic Forecasting"
FEPCross
Code for ECMLPKDD'24 "Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting"
FlashST
[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
GPD
The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation".
HimNet
[KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
KoVAE
Koopman VAE (KoVAE), a new generative framework that is based on a novel design for the model prior.
LSEnet
Hyperbolic Structural Entropy for Graph Clustering
Meta-GPS-Plus
The source code of "Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training"
MoSSL
[IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
MSTFCN
Official implementation for paper "Multi-mode Spatial-Temporal Data Modeling with Fully Connected Networks"
NexuSQN
Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''
P-GASR
CIKM2024 Physics-guided Active Sample Reweighting for Urban Flow Prediction
TG-ODE
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
TRECK
Implementation of TRECK: Long-Term Traffic Forecasting With Contrastive Representation Learning published in IEEE Transactions on Intelligent Transportation Systems.
UCTB
An Open Source Spatio-Temporal Prediction Package
xLSTMTime
xLSTMTime for time series forecasting