High Performance and Intelligence Computing Lab (HPIC Lab)
High Performance and Intelligence Computing Lab (HPIC Lab)
Korea University · Electrical Engineering
Professor
Prof. 김종국
Professor's page · publicationsAbout
김종국 교수 연구실(HPIC Lab, High Performance and Intelligence Computing Lab)은 고려대 전기전자공학부 소속으로, 이기종 분산 컴퓨팅 시스템에서의 자원 관리·스케줄링, 에너지 효율적 컴퓨팅, 딥러닝 및 강화학습 응용을 연구한다. CPU·GPU·FPGA 등 이기종 하드웨어 환경에서의 대규모 모델 학습·서빙 최적화 등 고성능 AI 시스템 전반을 다룬다.
Research keywords
Recent papers
- Residual Vector-based Reconstruction as Long-Context Recall Regardless of Context Window SizePreprintarXiv (Cornell University) · Sep 11
- SCORE: Shape-Conforming Regions for Flight in Enclosed, Degraded EnvironmentsPreprintarXiv (Cornell University) · Aug 15
- P2Skill: Privacy Preserving Skill Distillation for Cloud-Local LLM Inference SystemsPreprintarXiv (Cornell University) · Aug 14
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Statistical Inference Lab
KAIST · Graduate School of AI
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language ModelsPreprintarXiv (Cornell University) · Oct 2Shared topic: Topic Modeling
Kim Junmo Lab
KAIST · Electrical Engineering
Doesn't Stop Reasoning: Analysis of Spurious CoT TerminationNewPreprintarXiv (Cornell University) · Sep 3Shared topic: Topic Modeling
Changick Kim
KAIST · Graduate School of Green Growth and Sustainability
Where Identity Lives: Localized, Retain-Free Identity Unlearning in Multimodal Large Language ModelsPreprintarXiv (Cornell University) · Aug 31Shared topic: Privacy-Preserving Technologies in Data
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