jaeminyoo

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

DSV

DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection (ECML PKDD 2023)

jaeminyoo.github.io

SSL-AD

Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success (TMLR)

EDiT

EDiT: Interpreting Ensemble Models via Compact Soft Decision Trees (ICDM'19)

GSDT

Gaussian Soft Decision Trees

BPN

Belief Propagation Network for Hard Inductive Semi-Supervised Learning (IJCAI 2019)

GraphAug

Model-Agnostic Augmentation for Accurate Graph Classification (WWW 2022)

KegNet

Knowledge Extraction with No Observable Data (NeurIPS 2019)

SVGA

Accurate Node Feature Estimation with Structured Variational Graph Autoencoder (KDD 2022)

jaeminyoo/SSL-AD

Data Augmentation is a Hyperparameter: Cherry-picked Self-Supervision for Unsupervised Anomaly Detection is Creating the Illusion of Success (TMLR)

jaeminyoo/DSV

DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection (ECML PKDD 2023)

jaeminyoo/CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

jaeminyoo/jaeminyoo.github.io