derekwtian

DRPK

Effective and Efficient Route Planning Using Historical Trajectories on Road Networks (PVLDB'23)

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

BERT-pytorch

Google AI 2018 BERT pytorch implementation

derekwtian.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

DHTR-2

DHTR

DITA

Distributed In-Memory Trajectory Analytics

FOGS

GraphCompletion

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

GraphMM-Master

GraphMM: Graph-based Vehicular Map Matching by Leveraging Trajectory and Road Correlations

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

KDDCup2021-CityBrainChallenge-starter-kit

L2MM

LHMM

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching

MM-STGED

MTrajRec

Map-Constrained Trajectory Recovery (KDD'21)

NeuroMLR

Robust & Reliable Route Recommendation on Road Networks

Nuhuo

PriSTI

RNN-TrajModel

The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"

RNTrajRec

Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)

Simba

Spatial In-Memory Big data Analytics

sst-gcn

Stochastic Spatio-Temporal Graph Convolutional Network

ST2Vec

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

STCPA

Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).

STHR_CODE

TERI

traj-storage-experiment

TrajCL

Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023

TrajGAT