Se-Young Yun

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KAIST · Graduate School of Green Growth and Sustainability

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연구실(OSI Lab) 홈페이지에서 신규 구성원을 상시 모집하며 별도 지원 페이지를 통해 지원받는다.

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Professor

Prof. 윤세영

Professor's page · publications

About

KAIST 김재철AI대학원 부교수로 최적화·통계적추론 연구실(Optimization and Statistical Inference Lab, OSI Lab)을 이끈다. 강화학습 이론부터 생성형 AI까지 폭넓은 머신러닝 문제를 다루며, 대규모 언어모델, 생성모델, 신경망 구조 설계, 능동학습 등을 연구한다. 전기전자공학 학사·박사 출신으로 머신러닝 분야 주요 학회에서 활발히 연구를 발표하고 있다.

Research keywords

Machine LearningWeather Prediction AILearning Theory

Selected publications

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level ComputationNeurIPS · 2025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMsICML (Oral) · 2025
Block Transformer: Global-to-Local Language Modeling for Fast InferenceNeurIPS · 2024
DistiLLM: Towards Streamlined Distillation for Large Language ModelsICML · 2024
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy InstructionsICLR (Spotlight) · 2024
Large Language Models Are Reasoning TeachersACL · 2023

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