M.S./Ph.D. Student
Data Mining Lab,
Dept. of CSE,
Seoul National University
Seoul, South Korea

About Me

I am a first-year M.S./Ph.D. student majoring in Computer Science and Engineering at Seoul National University, advised by Prof. U Kang.

I received my B.S. in Computer Science from KAIST.

My research engages deeply with data mining and machine learning, specializing in the study of graph neural networks and model compression.

Contact Info.

• Email : minjun.kim [at] snu.ac.kr (Preferred)
• Address : 5th Floor, Bldg. 301, 1 Gwanak-ro, Gwanak-gu, Seoul, South Korea
• External Links : [ Homepage | Github | LinkedIn | Calendar | Zoom | CV (pdf) | CV (Outdated) ]

Education

• Seoul National University (Feb. 2024 - Current)
  M.S./Ph.D. Student in Computer Science and Engineering
  Advisor: Prof. U Kang


• KAIST (Feb. 2019 - Feb. 2024)
  B.S. in Computer Science
  (Double Major: Business and Technology Management)

Publications

Under Review

Projects

• AI Platform @ Samsung Electronics (May. 2024 - Current)
  
  "Mixed precision Quantization of Large Language Models for On-Device Execution"
  Mixed Precision Quantization of Large Language Models


• SW-StarLab @ IITP (Jun. 2023 - Current)
  
  "Model Compression for Deep Graph Neural Networks"
  Few-shot & Zero-shot Quantization Algorithms


• AI Research Project @ Youlchon Foundation (Jun. 2023 - Current)
  
  "Advancing Language Models Through Compression of Large Language Models"
  Model Compression on Large Language Models

Teaching Experiences

Teaching Assistant

• AI Boosting Camp @ Hyundai Motor Group (Fall 2023, Spring 2024)
  
• Advanced Data Scientists Course @ LG Electronics (Winter 2024)
  
• (TBD) Course @ HD Hyundai Heavy Industries (Summer 2024)