Lab directory
Efficient Computing Lab
Efficient Computing Lab
Recruiting grad students
Jeonbuk National University · Computer Science and Engineering
Information sourcenot verified yet
Professor
Prof. 이제민
Professor's page · publicationsAbout
인공지능 시스템과 효율적 인공지능을 연구하는 Efficient Computing 연구실이다. 가지치기·양자화·지식증류를 통한 모델 압축과 AI 컴파일러 개발 등 에너지 효율성과 시스템 최적화를 주요 주제로 다룬다.
Research keywords
인공지능 시스템 / 효율적 인공지능
Selected publications
- QFlash: Bridging Quantization and Memory Efficiency in Vision Transformer AttentionIJCAI · 2026
- A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and EfficiencyACM Transactions on Intelligent Systems and Technology (TIST) · 2026
- Target-Aware Neural Network Execution via Compiler-Guided PruningIEEE Transactions on Mobile Computing (TMC) · 2026
- Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning InferenceACM CASES (ESWeek) · 2025
- Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language ModelsIJCAI · 2025
- Q-HyViT: Post-Training Quantization for Hybrid Vision Transformer with Bridge Block Reconstruction for IoT SystemsIEEE Internet of Things Journal · 2024
Other labs in this department
- Distributed Computing Lab
강동기
분산컴퓨팅/컴퓨터시스템
- Computer Vision Lab
곽영태
패턴인식/영상처리
- Vision and Learning Lab
김성찬
인공지능 / 컴퓨터비젼
- Cryptography Lab
김지승
암호론
- Computing and Communication Systems Lab
김찬기
컴퓨터시스템
- Pattern Recognition and Synthesis Lab
박순찬
영상생성 AI / 패턴인식