Hyun Oh Song

Hyun Oh Song is an Associate Professor in the Department of Computer Science and Engineering at Seoul National University, focusing on machine learning, combinatorial optimization, and algorithms. Previously, he was a Research Scientist at Google Research and a Postdoctoral Fellow at Stanford University.

• Education: Ph.D. in Computer Science (2014) from UC Berkeley, B.S. from Hanyang University
• Research Interests: Solving combinatorial problems in AI, with applications in neural network compression, adversarial robustness, and reinforcement learning.

Teaching: Courses include Deep Learning, Machine Learning, and Probability & Computing at SNU. His startup DeepMetrics raised $2.2M in combined VC and government funding.

• Scientific Awards:
  • Samsung Lee Kun Hee Scholarship Foundation (5-year Ph.D. fellowship)

Publications: 15 recent works span efficient CNN compression (ICML2022), adversarial attack mitigation (ICML2022), neural relation graphs for label noise detection (NeurIPS2023), and Co-Mixup data augmentation (ICLR2021).