zouguojian
Currently pursuing the Ph.D. degree with the School of Transportation Engineering, Tongji University. Research fields, including ITS, DL, and ML.
Tongji UniversityShanghai
zouguojian's Stars
YoZhibo/MSGNet
MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
BUAABIGSCity/PDFormer
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Echo-Ji/ST-SSL
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
OpenDriveLab/UniAD
[CVPR 2023 Best Paper] Planning-oriented Autonomous Driving
vanetlabiitj/TWCCnet
jgm/pandoc
Universal markup converter
Davidham3/STSGCN
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
kaist-dmlab/MG-TAR
[IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction
Anduin2017/HowToCook
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).
buds-lab/the-building-data-genome-project
A collection of non-residential buildings for performance analysis and algorithm benchmarking
irenekarijadi/RF-LSTM-CEEMDAN
Building energy consumption prediction using hybrid RF-LSTM based CEEMDAN method
MohamadNach/Machine-Learning-to-Predict-Energy-Consumption
Building a machine learning model to predict energy consumption using LSTM (Long-Short Term Memory)
chenxijun1029/DeepFM_with_PyTorch
A PyTorch implementation of DeepFM for CTR prediction problem.
thindwan/Capstone-Traffic-Accidents-Risk-Mitigation
zezhishao/BasicTS
A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
zzyy0929/AAAI2020-RiskOracle
AAAIA2020-Accident Forecasting Experiments Setups
md-afif/DeepTTE_Annotated
gengdd/Awesome-Time-Series-Spatio-Temporal
Awesome Time-Series and Spatio-Temporal Related
liuxu77/LargeST
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)
trainingl/STG4Traffic
Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
VeritasYin/STGCN_IJCAI-18
[IJCAI'18] Spatio-Temporal Graph Convolutional Networks
maxwang967/MetaTTE
The official repository for TensorFlow 2.0 implementation of MetaTTE.
zezhishao/D2STGNN
Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
zezhishao/STEP
Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.
jwwthu/DL4Traffic
This is the repository for the collection of Deep Learning for Traffic Prediction Problems.
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models.
tsinghua-fib-lab/Traffic-Benchmark
jwwthu/GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
awesomedata/awesome-public-datasets
A topic-centric list of HQ open datasets.
fengdu78/WZU-machine-learning-course
温州大学《机器学习》课程资料(代码、课件等)