Name: Yan Lin
Type: User
Company: Aalborg University
Bio: I received the Ph.D. degree in computer science in 2024. I am currently a Postdoc Fellow in the DESS group, Aalborg University.
Location: Aalborg, Denmark
Blog: https://www.yanlincs.com
Yan Lin's Projects
Python code for challenger.ai 2018 weather forecasting competition, including data pre-processing and XGBoost model.
Using user's similiarity and cluster sequence information to form transfer matrix model for markov next place prediction.
A brief introduce of Word2vec and CBOW, might contain some codes.
Quickly set a Cesium demo using a text file
Coordinate Originate-Destination node2vec model.
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction
A pytorch implementation of Deepmove: Predicting human mobility with attentional recurrent networks.
Implementation and sample data of the Diffusion-based Origin-destination Travel Time Estimation (DOT) model.
Tensorflow implementation of ELAINE, test on DiDi public data.
Two layer GCN for unsupervised graph node embedding learning, with LINE-like optimizer.
An HTML page used to demonstrate seat allocate system
GsnDemo, used a little servlet technology.
Draw multiple polyline on AMap with higher efficiency, by using canvas and AMap's custom layer.
Slides of talks inside the INSIS, BJTU.
KDD 2018 data plotter (Mainly for private use)
Next generation of KDD data process project, build entirely on file IO rather than database, which greatly enhanced performance compared to old version.
Some personal learning notes.
Linux 0.11 source code, with optimized Makefile for Ubuntu16.04.
LL(1) grammar analyzer with analysis sheet construct function.
Predict use's next cluster ID using LSTM network
An PHP demo that can be applied to Apache server for one of my research program
拥有多候选的马尔可夫轨迹预测
Implementation of Maximum Entropy Coding (MEC) in PyTorch.
Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding
The implementation of my personal index.
Grammar analyzer using priority grammar.
GUI for managing PromptGenius Database
A simple python grammar analyzer
For automated Docker image builds.