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About
I am a Master student at Sungkyunkwan University.
I do research in Quantization on LLMs, Speculative Decoding with RL, on-device AI
Researches
- Quantization on LLMs
- Speculative Decoding with RL
- On-device AI
Projects
- Mobile-SpecInfer: 모바일 시스템용 생성형 언어모델의 Speculative 추론 가속 (삼성미래기술, 2024.12~2027.11)
Publications
International Journal Articles
International Conference Papers
Domestic Journal Articles
Domestic Conference Papers
- 안태현, 신동군 Deep Q-Networks를 활용한 Speculative Decoding의 적응형 임계값 최적화 한국정보과학회 2025 한국컴퓨터종합학술대회논문집, 2025.6, pp.1691-1693, 우수발표논문 수상