Machine Learning Lab

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KAIST · School of Computing

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This lab is recruiting graduate students

대학원생 및 학부생을 모집 중. 관심자는 전체 CV와 성적표를 첨부하여 이메일로 연락. InnoCORE 국가 프로그램을 통한 포스닥 채용도 진행(연 9천만원+ 수준).

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Professor

Prof. 주재걸

Professor's page · publications

About

KAIST 주재걸(Jaegul Choo) 교수가 이끄는 DAVIAN(Data & Visual Analytics) 연구실이다. 컴퓨터 비전, 자연어처리 등 다양한 응용 분야의 기계학습·딥러닝과, 심층 신경망을 둘러싼 데이터/정보 시각화 및 HCI를 연구한다. 의료영상 분석, 시계열, 표현 학습 등도 다룬다.

Research keywords

Machine LearningDeep LearningAI

Selected publications

BankMathBench: A Benchmark for Numerical Reasoning in Banking ScenariosLREC · 2026
ACG: Action Coherence Guidance for Flow-based VLA modelsICRA · 2026
LiveWeb-IE: A Benchmark For Online Web Information ExtractionICLR · 2026
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User PreferencesICLR · 2026
ExpGuard: LLM Content Moderation in Specialized DomainsICLR · 2026
RL makes MLLMs see better than SFTICLR · 2026

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