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😊 Hello, I'm Minseong Bae (@KyleBae1017)!

Education

  • Graduated @ Busan Science High School
  • Junior @ Korea University, Dept. of Computer Science & Engineering
  • Double majoring @ Dept. of Mathematics

I'm currently...

  • Undergraduate researcher in MLV Lab in Korea University, advised by Professor Hyunwoo J. Kim

I was...

  • Co-founder of AIKU; AI academic club in Korea University
  • President of KUCSA; Korea University Computer Science Academy (μ „μ‚°ν•™μˆ λΆ€)
  • Member of DevKor; software development club in Korea University

I'm interested in ...

  • machine learning & deep learning; I'm mainly interested in machine learning on graphs, generative models, and bayesian optimization.
  • Nowadays I'm very interested in AI4Science; especially molecule foundation models and 3D molecule generation.
  • I'm also very enthusiastic for studying mathematical backgrounds of deep learning such as numerical optimization, analysis, probability & statistics, stochastic processes, ODEs/SDEs, etc.

In detail, ...

Skill Set

Programming Languages

Frameworks & Tools

Stats


hyp3rflow's solved.ac stats

Connect with me


Minseong Bae's Projects

cose214_algorithms icon cose214_algorithms

Assignment source codes for Korea University COSE214 Algorithms (Prof. Soon-Yeong Jeong)

cose222_ca icon cose222_ca

Implementing pipelined RV32I CPU capable of handling hazards using DE0 board

cose362_ml icon cose362_ml

Project for machine learning class; prediction of shooting success in basketball with NBA shooting logs and stat data

cose371_db icon cose371_db

Implementing simple online lecture website with PostgreSQL and Python flask

cose474_dl icon cose474_dl

Implementation of basic deep learning models with numpy & Pytorch

cs224w icon cs224w

Review & assignments for Stanford CS224W : "Machine Learning with Graphs" class

data303 icon data303

DATA303-Advanced Machine Learning: generative AI @ Korea University

hands-on-gnn-book icon hands-on-gnn-book

Review and practice codes for <Hands-On Graph Neural Networks Using Python>

kylebae1017.github.io icon kylebae1017.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

pyg_tutorial icon pyg_tutorial

Some practices & implementations using PyG (PyTorch Geometric) library

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