Logan-Lin

I received the Ph.D. degree in computer science in 2024. I am currently a Postdoc in the DESS group, Aalborg University.

Aalborg UniversityAalborg, Denmark

Pinned Repositories

PaperBriefing
A tool to scrape, parse, and summarize academic papers from conferences and journals.
Language:Python60
CTLE
Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction".
Language:Python34 2 111
DeepMove-pytorch
A pytorch implementation of Deepmove: Predicting human mobility with attentional recurrent networks.
Language:Python7 3 03
DOT
Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Origin-Destination Travel Time Oracle for Map-based Services".
Language:Python16 2 13
GCN-Encoder-LINE-Decoder
Two layer GCN for unsupervised graph node embedding learning, with LINE-like optimizer.
Language:Python9 2 00
markov-multi-prediction
拥有多候选的马尔可夫轨迹预测
Language:Python21 2 110
MMTEC
Implementation code for Maximum Multi-view Trajectory Entropy Coding (MMTEC), as proposed in the paper "Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding."
Language:Python6 1 20
ST-LSTM_PyTorch
ST-LSTM network implemented using PyTorch.
Language:Python43 2 217
TALE
Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories".
Language:Python17 2 06
UniTE
Source code for the UniTE pipeline.
Language:Python10 1 01

Logan-Lin's Repositories

Logan-Lin/ST-LSTM_PyTorch
ST-LSTM network implemented using PyTorch.
Language:Python43 2 217
Logan-Lin/CTLE
Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction".
Language:Python34 2 111
Logan-Lin/markov-multi-prediction
拥有多候选的马尔可夫轨迹预测
Language:Python21 2 110
Logan-Lin/TALE
Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embeddings from Spatial-Temporal Trajectories".
Language:Python17 2 06
Logan-Lin/DOT
Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Origin-Destination Travel Time Oracle for Map-based Services".
Language:Python16 2 13
Logan-Lin/UniTE
Source code for the UniTE pipeline.
Language:Python10 1 01
Logan-Lin/GCN-Encoder-LINE-Decoder
Two layer GCN for unsupervised graph node embedding learning, with LINE-like optimizer.
Language:Python9 2 00
Logan-Lin/DeepMove-pytorch
A pytorch implementation of Deepmove: Predicting human mobility with attentional recurrent networks.
Language:Python7 3 03
Logan-Lin/MMTEC
Implementation code for Maximum Multi-view Trajectory Entropy Coding (MMTEC), as proposed in the paper "Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding."
Language:Python6 1 20
Logan-Lin/ELAINE-tensorflow
Tensorflow implementation of ELAINE, test on DiDi public data.
Language:Jupyter Notebook5 3 00
Logan-Lin/PromptGenuius-Manager
GUI for managing PromptGenius Database
Language:JavaScript5 1 00
Logan-Lin/SLRAnalyzer
基于Python的SLR(1)赋值语句文法分析器与四元式生成
Language:Python4 2 02
Logan-Lin/SpatialDI24-Talk
A talk in SpatialDI 2024 Tutorial section: Self-supervised learning of spatio-temporal trajectories
2 1 0
Logan-Lin/UVTM
Language:Python2 1 0
Logan-Lin/ai-challenger2018-weather-forecast
Python code for challenger.ai 2018 weather forecasting competition, including data pre-processing and XGBoost model.
Language:Jupyter Notebook1 2 11
Logan-Lin/HeatRoad-for-AMap-API
Draw multiple polyline on AMap with higher efficiency, by using canvas and AMap's custom layer.
Language:JavaScript1 2 0
Logan-Lin/KDD_Data_process_NG
Next generation of KDD data process project, build entirely on file IO rather than database, which greatly enhanced performance compared to old version.
Language:Python1 2 0
Logan-Lin/CoorODn2v
Coordinate Originate-Destination node2vec model.
Language:Python2 0
Logan-Lin/drivers-430.40-ubuntu-18.04
Language:Dockerfile2 0
Logan-Lin/INSIS-Talks
Slides of talks inside the INSIS, BJTU.
1 0
Logan-Lin/Linux-0.11-Master
Linux 0.11 source code, with optimized Makefile for Ubuntu16.04.
Language:C2 0
Logan-Lin/LL1_Grammar_Analysis
LL(1) grammar analyzer with analysis sheet construct function.
Language:Python2 0
Logan-Lin/Logan-Lin.github.io
A Contemporary, User-Friendly, and No-Code Scholar Page.
Language:TypeScript1 0
Logan-Lin/MEC-pytorch
Implementation of Maximum Entropy Coding (MEC) in PyTorch.
Language:Python1 0
Logan-Lin/Personal-Index
The implementation of my personal index.
Language:CSS2 0
Logan-Lin/Priority-Grammar-Analyzer
Grammar analyzer using priority grammar.
Language:Python2 0
Logan-Lin/Python-Grammar-Analysis
A simple python grammar analyzer
Language:Python2 0
Logan-Lin/pytorch-docker
For automated Docker image builds.
Language:Dockerfile2 0
Logan-Lin/Scholar-Index
An easy to use scholar index template.
Language:CSS2 01
Logan-Lin/weisuoyuwei-php
Language:PHP2 0