Join
Welcome! If youโre interested in our lab, please read below and shoot your CV in this form.
๐ Seeking graduate students starting from 2024 Fall
- What I do: [Poster] [Project Description] [Video]
Interns
We are looking for an motivated undergraduate intern who has an abundant intellectual curiosity, with a solid foundation in mathematics and computer science, and enjoys implementing ideas. As an intern, you will implement some ideas, host some events, and write some documents to scale-up our project and teams. I strongly prefer working with students who are committed to interning for at least 6 months, and willing to join our lab in the future. While doing internship, you can conduct Undergraduate thesis I and II (3 credits each), or apply G-SURF program to get additional support.
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For GIST undergrads: Take as many mathematics courses (
MM20**
,MM40**
,MC2202
,PS3107
,PS3203
,PS3206
,PS4219
) as well as EC/AI courses, then you will be able to investigate wider range of topics. We also invite students who has strong developing skills and interested in UX/UI design. If you are interested in modeling, prior experience in Kaggle competitions would be helpful. -
For International students: Thanks for showing your interest in our lab. GIST offers an exchange program for regular semester, and global internship program (GIP) for summer vacation. You can apply for this program by including my name in your application. GIP program accommodates an 8-week visit to GIST over the summer with the application period commencing in February. Check more information on this website: https://ipa.gist.ac.kr/
Previous Projects
Listed below are some projects and events I did with undergraduate interns.
At GIST
- Seven papers at Korea Software Congress 2023 [News]
- Gym environment for RL training on ARC [Github]
- Web application for Abstraction and Reasoning [O2ARC tool]
- Mimicking Human Solutions with Object-Centric Decision Transformer [ICMLWโ23]
- Abstraction and Reasoning Challenge with Decision Transformer [KCCโ23]
- Object Detection on ARC Problem Using Graph Abstraction [KCCโ23]
- Engineering Prompts for the ARC Challenge [KCCโ23]
Before GIST
- Playgrounds for Abstraction and Reasoning [NeurIPSWโ22] [KSCโ22] [Poster] [Happy ARC Day]
- 2022 Summer Internโs talk [Subin-5min] [Prin-5min] [Shiekh-5min]
- Classification of Goods Using Text Descriptions With Sentences Retrieval [TIST]
- Customs Fraud Detection in the Presence of Concept Drift [ICDMWโ21] [Video]
- Response to COVID-19 with Probabilistic Programming [Frontiers in Public Healthโ22] [Github]
- Hyperbolic Interaction Model for Category Classification in E-Commerce [KSCโ21] [Video]
- Active Learning for Custom Fraud Detection [TKDEโ22]
- Hierarchical POI Embedding with Heterogeneuos Information [Slides] [Github]
- Customer Revisit Prediction using Macroscale Mobility [KSCโ19] [URP Report]
Graduate Students
As a faculty in GIST AI, I have a few slots to host MS/PhD students every year. You have to get admission from the department first in order to be eligible to join our lab.
์ ๋ GIST AI๋ํ์ ์ ์๊ต์์ผ๋ก AI๋ํ์์์ ์์ฌ/๋ฐ์ฌ/์๋ฐํตํฉ๊ณผ์ ํ์์ ๋งค๋ ์ ๋ฐํ ์ ์์ต๋๋ค, ์ ๋ฐ๋ ํ์ ์ค์์๋ ์ผ์ฑ์ ์ ์ฐํ์ฅํ์ - ์ง๋ฅํ๋ชจํฐํธ๋๊ณผ ๊ฐ์ ๊ธฐํ๋ ์ ๊ณต๋ฉ๋๋ค. ์ ์ ํจ๊ป ๊ณต๋ถํ์ค ๋ถ์ GIST AI๋ํ์์ ์ง์ํด ์ฃผ์ธ์, ๋ํ์ ์ ์์ ํต๊ณผํ์๋ฉด ์ฐ๊ตฌ์ค ์ปจํ ๊ธฐ๊ฐ์ด ์ฃผ์ด์ง๋๋ค. ๋ํ์ ์ด๋๋ฏธ์ ์ ๋ฐ๊ธฐ ์ ์ ์ฐ๋ฝ์ ์ฃผ์ค ๊ฒฝ์ฐ์๋ ๋ฐ๋ก ๋๋ฆด ๋ง์์ด ๋ง์ง ์์ต๋๋ค.
Check the below links occasionally to get information, such as official application period and documents you need to prepare.
Due to the large number of requests, I may not be able to answer your emails. After submitting the official application, please shoot your CV through the form so that I can track your interest. Note that I only write recommendation letters to students who I worked with, so please receive them from your mentors.
For Incoming Graduate Students at GIST
Congratulations! If you received an admission at GIST AI and interested in joining our lab starting in the following semester, please email me after writing the form. I ask for a 1-on-1 meeting with the applicant to better understand their motivation, background, and interests. Successful candidates will be asked for a 30 min presentation with the current members invited. The applicant introduces themselves and presents potential research ideas theyโd like to explore.
I generally ask these questions:
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How do you describe yourself?
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Why are you interested in doing AI research and what is the potential research idea youโd like to explore? (Itโd be great if you align your idea with our works or ongoing projects)
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Whatโs your career plan after getting your MS/PhD degree?