Publications

CondPSE: A Polynomial-Filtered Structural Encoder with Conditional Modulation for Graphs

Woohyun Lee and Hogun Park

KDD 2026 Workshop on Frontiers in Graph Machine Learning for the Large Model Era (GMLLM'26)

Paper / Code

JUDO: A Juxtaposed Domain-oriented Multimodal Reasoner for Industrial Anomaly QA

Hyunju Kang*, Woohyun Lee*, Jaewon Kim, and Hogun Park

The Fourteenth International Conference on Learning Representations (ICLR), 2026

* Equal contribution

Paper / Code

Self-supervised Adversarial Purification for Graph Neural Networks

Woohyun Lee and Hogun Park

Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025

Paper / Code