Efficient Computing Lab.
The Efficient Computing Laboratory (ECL) is a part of Department of Computer Science and Artificial Intelligence at Jeonbuk National University, Jeonju, South Korea.
7-602 Jeonbuk National University
Welcome to the Efficient Computing Lab. We focus on energy efficiency, system optimization, user experience, and sustainable tech solutions. Our research interests are the followings:
• Model Compression: Enhancing machine learning models’ efficiency through techniques like pruning, quantization, and knowledge distillation for better performance in resource-limited settings.
• AI Compiler: Developing optimized AI compilers to reduce computational power, energy use, and execution time, improving efficiency and sustainability.
Students interested in pursuing graduate studies are encouraged to contact me directly after following the application instructions provided in the slides.
You can reach me at: jemin.lee_at_jbnu_dot_ac_dot_kr.
News
| Jan 13, 2026 | CNN Compression via Channel-Wise Variance-Based Filter Pruning was accepted at IEEE Access. Congratulations |
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| Dec 24, 2025 | Outstanding advising award – faculty advisor for sehyeon oh (ust research paper award) |
| Dec 23, 2025 | Ust research paper award – sehyeon oh (etri representative student) |
| Dec 5, 2025 | Sehyeon oh received the undang student paper award from kips |
| Nov 12, 2025 | IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers was accepted at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026! Round 2 acceptance rate was 41.1% (Round 1: 6.4%), and the overall acceptance rate reached 26.4%. Congratulations |
| Nov 9, 2025 | Target-Aware Neural Network Execution via Compiler-Guided Pruning was accepted at IEEE Transactions on Mobile Computing (IEEE TMC). Congratulations |
| Sep 8, 2025 | Efficient Dataflow-flexible DNN Accelerator was accepted at Future Generation Computer Systems (FGCS). Congratulations |