Pinned Repositories
A-Memory-Network-Based-Solution-for-Multivariate-Time-Series-Forecasting
ADCSD
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting
AdpSTGCN
The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting
AGLCN
agp-gnn
DSTGN
The official implementation of Dynamic spatio-temporal graph network with adaptive propagation mechanism for multivariate time series forecasting
LiteratureDL4Graph
A comprehensive collection of recent papers on graph deep learning
SDGL
The official implementation of SDGL
TPGCN
The official implementation of Time-aware Personalized Graph Convolutional Network for Multivariate Time Series Forecasting
VCformer
ZhuoLinLi-shu's Repositories
ZhuoLinLi-shu/SDGL
The official implementation of SDGL
ZhuoLinLi-shu/CapsNet
A pytorch implementation of Capsule Network.
ZhuoLinLi-shu/CARLA
CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust representations of time series data.
ZhuoLinLi-shu/CMRP
Cross-modal Reinforced Prompting for Graph and Language Tasks, KDD 2024.
ZhuoLinLi-shu/CMuST
[NeurIPS 2024 Oral] Repository of the CMuST paper: "Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework"
ZhuoLinLi-shu/DBGNN
A dual branch graph neural network for spatial interpolation in traffic scene
ZhuoLinLi-shu/DMLSA_Predict
ZhuoLinLi-shu/GinAR
Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
ZhuoLinLi-shu/GLIND
[ICML2024] Learning Divergence Fields for Shift-Robust Graph Representations
ZhuoLinLi-shu/GraphPulse
ZhuoLinLi-shu/IEEAFormer
ZhuoLinLi-shu/MAE-ST
ZhuoLinLi-shu/MBRCC
ZhuoLinLi-shu/Meta-GPS-Plus
The source code of "Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training"
ZhuoLinLi-shu/MGLEP
ZhuoLinLi-shu/MTSFormer-Irregular_Time_Series
ZhuoLinLi-shu/NeighborFL
ZhuoLinLi-shu/OpenCity
"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"
ZhuoLinLi-shu/P-GASR
CIKM2024 Physics-guided Active Sample Reweighting for Urban Flow Prediction
ZhuoLinLi-shu/PaperWithCode-burningGPU
paper 最小粒度复现
ZhuoLinLi-shu/PM-DMNet
Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
ZhuoLinLi-shu/Pre-DyGAE
ZhuoLinLi-shu/ST-Expert
ZhuoLinLi-shu/STGformer
ZhuoLinLi-shu/STGormer
Here is the repository containing our code implementation of Spatio-Temporal Graph Transformer (STGormer).
ZhuoLinLi-shu/STIM
ZhuoLinLi-shu/TADGCN
[ESWA 2024] This is a TensorFlow implementation of TADGCN.
ZhuoLinLi-shu/TimeDART
This is the official PyTorch implementation of the paper: Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting.
ZhuoLinLi-shu/UNO
Enhancing Fine-Grained Urban Flow Inference via Incremental Neural
ZhuoLinLi-shu/xLSTMTime
xLSTMTime for time series forecasting