Sunwoo Yoo

According to our database, Sunwoo Yoo authored at least 5 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

31.7 LUT-SSM: A 99.3TFLOPS/W LUT-Based State-Space Model Accelerator Using Energy-Efficient Element-Wise Layer Fusion and LUT-Friendly Weight-Only Quantization.

Sunwoo Yoo, Dongyun Kam, Gunho Park, Soonhyun Kwon, Dongsoo Lee, Youngjoo Lee

Proceedings of the IEEE International Solid-State Circuits Conference, 2026

2025

A Lightweight ML-Based ECG Classification System Using Self-Personalized Anomaly Detector.

Sunwoo Yoo, Seungwoo Hong, Dongyun Kam, Youngjoo Lee

IEEE J. Biomed. Health Informatics, December, 2025

Panacea: Novel DNN Accelerator using Accuracy-Preserving Asymmetric Quantization and Energy-Saving Bit-Slice Sparsity.

Dongyun Kam, Myeongji Yun, Sunwoo Yoo, Seungwoo Hong, Zhengya Zhang, Youngjoo Lee

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

2022

Lightweight End-to-End Stress Recognition using Binarized CNN-LSTM Models.

Myeongji Yun, Seungwoo Hong, Sunwoo Yoo, Junho Kim, Sung-Min Park, Youngjoo Lee

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Low-Complexity On-Device ECG Classifier using Binarized Neural Network.

Sunwoo Yoo, Seungwoo Hong, Youngjoo Lee

Proceedings of the 18th International SoC Design Conference, 2021