• Reinforcement Learning-based Layer-wise Quantization For Lightweight Deep Neural Networks 

Juri Jung, Jonghee Kim, Youngeun Kim, and Changick Kim

• Arbitrary Style Transfer Using Graph Instance Normalization 

Dongki Jung, Seunghan Yang, Jaehoon Choi, and Changick Kim

• Self-Training of Graph Neural Networks using Similarity Reference for Robust Training with Noisy Labels 

Hyoungseob Park, Minki Jeong, Youngeun Kim, and Changick Kim

• Multi-Step Quantization of a Multi-Scale Network for Crowd Counting   

Kyujin Shim, Junyoung Byun, and Changick Kim