Hyun Oh Song

Hyun Oh Song

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Seoul National University · Computer Science and Engineering

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대학원 지원 전 학부 인턴십 우선 지원 권장(지원 최소 한 학기 전 이메일 문의). 포스닥 모집 중.

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서울대학교 송현오 교수 연구실에 대해 궁금한 점이 있어요
Waiting for an answer· 2 months ago

Professor

Prof. 송현오

Professor's page · publications

About

머신러닝 연구실(MLLab)로, LLM 효율화와 추론 인프라(KV 캐시 압축, 양자화, 배포 지향 최적화)를 조합 최적화와 알고리즘에 기반해 연구한다. 머신러닝, 최적화, 인공지능, 로보틱스를 주요 분야로 한다.

Research keywords

Machine Learning

Recent papers

Development and validation of VentPilot: an AI-based recommendation system for mechanical ventilationJournal of Intensive Care · Oct 1

From OpenAlex · papers whose author affiliation matches this university

Selected publications

KVzip: Query-Agnostic KV Cache Compression with Context ReconstructionNeurIPS · 2025
Learning to Better Search with Language Models via Guided Reinforced Self-TrainingNeurIPS · 2025
Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM DeploymentNeurIPS · 2025
Identifiable Token Correspondence for World ModelsICML · 2026
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test GenerationICML · 2026

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