Algorithmic Foundation of Data Science Lab

Algorithmic Foundations of Data Science Lab

Lab Information

Welcome to the Algorithmic Foundation of Data Science Laboratory in the Department of Computer Science and Engineering at Seoul National University. Our research interests lie in algorithms and machine learning, focusing on developing models for data science. Specifically, we focus on the following research topics: Algorithms Theory, Differential Privacy, Machine Learning.

Professor

Chenglin Fan

Research Area: Algorithms Theory, Differential Privacy, Machine Learning, Optimization
Education: PhD in Computer Science 2019 UT Dallas
Email: fanchenglin@snu.ac.kr

PhD students

Ruibo Duan

Research Area: Machine Learning and Large Language Models
Education:
- M.S. Electrical Engineering, Korea University
- B.S. in Computer Science and Engineering, Yonsei Univeristy
Email: ruibo5@snu.ac.kr

M.S. students

Hyejun Park

Research Area: Algorithms
Theory
Education: B.S. in Computer Science and Engineering, SNU
Email: 1253spring@snu.ac.kr

Yujin Cha

Research Area: Computational Geometry, Graph Theory, Differential Privacy
Education: B.S. in Computer Science, Sookmyung Women's University
Email: chayuj0@snu.ac.kr

Yuxin Liu

Research Area: Algorithms and Machine Learning
Education: B.S in East China Normal University
Email: yxliu02@snu.ac.kr

Xinyao Dong

Research Area: Differential Privacy
Education: B.S. in Software, Northeastern University
Email: xxjjjwww620@snu.ac.kr

Ho Duc Hieu

Research Area: Machine Learning and Large Language Models
Education: B.S. in Computer Science and Engineering, SNU
Email: hoduchieu01@snu.ac.kr

Seungmin Joo

Research Area: Differential Privacy, Algorithms Theory
Education: B.S. in Computer Science and Engineering, SNU
Email: prime2do@snu.ac.kr

Sehyun Park

Research Area: Differential Privacy, Algorithms Theory, Graph Theory
Education: B.S. in Computer Science and Engineering, SNU
Email: shlion@snu.ac.kr

PAST MEMBERS

Hyukjun Kwon (Undergraduate Intern)
- Research Area: Differential Privacy, Zero Knowledge Proof
- Education: B.S. in Computer Science and Engineering, SNU
- Email: todd4@snu.ac.kr
Bosun Kang (Undergraduate Intern)
- Research Area: Algorithms Theory
- Education: B.S. in Liberal Studies, SNU
- Email: bosun1043@snu.ac.kr
Kijun Shin (Undergraduate Intern)
- Research Area: Algorithms Theory
- Education: PhD student at CMU CS
  - B.S. in Computer Science and Engineering, SNU
Dahhoon Lee (Undergraduate Intern)
- Research Area: Algorithms Theory
- Education: B.S. in Computer Science and Engineering, SNU

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