Yunpyo An's Webpage

Email: anyunpyo at unist dot ac dot kr

Yunpyo An (안윤표, 安潤杓)

I'm currently pursuing Ph.D degree at Ulsan National Institute of Science and Technology (UNIST). I graduated Cum Laude with a B.Sc. in Computer Science and Engineering from UNIST in 2022. My research focus on robust machine learning and utilization of commonsense knowledge in computer vision.

ORCID iD icon https://orcid.org/0000-0002-7402-4297

Topic of Interest

  • Robust Machine Learning and Computer Vision (primary)
  • Understanding Computer Vision Model (secondary)

But, I’m not limited to above two topics. It’s not a my research topic, but I’m interested in logic and history of computer science.

Current Projects

  • AI Literacy with Ulsan Metropolitan Office of Education
  • Autonomous Lab Project with Dept. of Chemistry at UNIST. (focus on estimate synthesis results and active learning on this field)

Vita

Education

Publication

  1. Yunpyo An, Suyeong Park, and Kwang in Kim. “Active Learning Guided by Efficient Surrogate Learners”, AAAI 2024.

Skills

I use tools related to machine learning and deep learning.

  • Python (usually with PyTorch library)
  • Matlab
  • Slurm (for scheduling and multi-processing)
  • Wandb (for monitoring and sweeping research project)

Academic Service

  • 2024 CVPR reviewer

Lab Experience

  • 2024.3. - current: IMIL at UNIST.
  • 2021.9. - 2024. 2.: MLV Group at UNIST. Research topic: attribute estimation, adversarial example, active learning, federated learning.

Teaching Activity

  • 2023 Fall: ITP112 Discrete Mathematics (TA, freshmen course)
  • 2023 Fall: ITP117 Introduction to AI Programming Ⅱ (TA, freshmen course)
  • 2023 Spring: AI502 Principles of Deep Learning (TA, graduate course)
  • 2022 Spring: CSE463 Machine Learning (TA, undergraduate course)
  • 2020-21 Winter, 2021-22 Winter: ABC: A Build CS skills winter school (Tutor, sophomore who enter major CSE)

Undergraduate Club Activity

  1. 2018.3. - 2022.3.: UNIST Computer Science and Engineering Club, HeXA, President in 2019.
  2. 2020.9. - 2022.3.: UNIST AI Club, brAIns, Promoter
  3. 2021.3. - 2022.3.: UNIST Problem Solving Club, Almight, Promoter

Last Update: 2024. 09. 26.

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