kevin-s-xu
I am an Assistant Professor at Case Western Reserve University where I lead the Machine Learning and Network Science (MLNS) laboratory.
Case Western Reserve UniversityCleveland, OH
Pinned Repositories
CHIP-Network-Model
Python implementation of the CHIP network model, published in NeurIPS 2020.
Dynamic-Link-Prediction-Evaluation
MATLAB toolbox for evaluating dynamic link prediction accuracy
Dynamic-Stochastic-Block-Model
MATLAB toolbox for fitting discrete-time dynamic stochastic block models
dynetworkx
Python package for importing and analyzing discrete- and continuous-time dynamic networks
EDA-Artifact-Detection
Python implementations of machine learning algorithms for motion artifact detection in electrodermal activity (EDA) data
Friendship-Interaction-Prediction
MATLAB code for incorporating friendship networks into dynamic link prediction on interaction networks
Latent-Space-Hawkes
Python implementation of the Latent Space Hawkes (LSH) model for continuous-time dynamic networks
ICWSM-2018-Generative-Tutorial
Material from ICWSM 2018 tutorial "Generative Models for Social Media Analytics: Networks, Text, and Time"
SBP-BRiMS-2016-Networks-Tutorial
Material from SBP-BRiMS 2016 tutorial on generative models for social network data
SDM-2021-Generative-Tutorial
Material from SDM 2021 tutorial "Mining Dynamic Networks with Generative Models" presented by Kevin S. Xu and James R. Foulds
kevin-s-xu's Repositories
kevin-s-xu/ICWSM-2018-Generative-Tutorial
Material from ICWSM 2018 tutorial "Generative Models for Social Media Analytics: Networks, Text, and Time"
kevin-s-xu/SDM-2021-Generative-Tutorial
Material from SDM 2021 tutorial "Mining Dynamic Networks with Generative Models" presented by Kevin S. Xu and James R. Foulds
kevin-s-xu/SBP-BRiMS-2016-Networks-Tutorial
Material from SBP-BRiMS 2016 tutorial on generative models for social network data