Lab directory
Sehoon Kim
Sehoon Kim
Recruiting grad students
KAIST · Graduate School of AI
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This lab is recruiting graduate students
2026년 가을 KAIST AI 조교수 부임 예정으로 신규 연구실 합류 희망 학생을 모집한다. 자세한 내용은 개인 홈페이지의 안내 참고.
Check the professor and homepage links below for how to reach out.
Professor
Prof. 김세훈
Professor's page · publicationsAbout
AI 시스템, 효율적 AI, 대규모 언어모델을 연구한다. xAI 재직 시 Grok 시스템의 추론 및 강화학습 인프라에 집중했으며, 실제 AI 배포와 연산 효율성 문제를 연결하는 연구를 수행한다.
Research keywords
AI systemsefficient AIlarge language models
Selected publications
- KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationNeurIPS · 2024
- AI and Memory WallIEEE Micro · 2024
- SqueezeLLM: Dense-and-Sparse QuantizationICML · 2024
- A Survey of Quantization Methods for Efficient Neural Network InferenceLow-Power Computer Vision (book chapter) · 2022
- I-BERT: Integer-only BERT QuantizationICML · 2021
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