Byunggook Na

21 papers A* 7A 2B 1Journal 11
YearRankTypeTitle / Venue / Authors
2023 A* conf
Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis.
NeurIPS
Geonu Kim, Byunggook Na, Gunhee Kim, Hyuntae Cho, Seungjin Kang, Hee Sun Lee, Saerom Choi, Heejae Kim, Seungwon Lee, Yongdeok Kim
2022 A* conf
AutoSNN: Towards Energy-Efficient Spiking Neural Networks.
ICML
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
2022 J jnl
AutoSNN: Towards Energy-Efficient Spiking Neural Networks.
CoRR
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
2022 A* conf
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
CVPR
Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon
2022 J jnl
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
CoRR
Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon
2022 A conf
Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption.
AsiaCCS
Jaehee Jang, Younho Lee, Andrey Kim, Byunggook Na, Donggeon Yhee, Byounghan Lee, Jung Hee Cheon, Sungroh Yoon
2021 A* conf
Accelerating Neural Architecture Search via Proxy Data.
IJCAI
Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon
2021 J jnl
Accelerating Neural Architecture Search via Proxy Data.
CoRR
Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon
2021 A* conf
AdvRush: Searching for Adversarially Robust Neural Architectures.
ICCV
Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon
2021 J jnl
AdvRush: Searching for Adversarially Robust Neural Architectures.
CoRR
Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon
2021 J jnl
Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering.
IEEE Trans. Very Large Scale Integr. Syst.
Seongsik Park, Jaehee Jang, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2021 B conf
Personalized Face Authentication Based On Few-Shot Meta-Learning.
ICIP
Chaehun Shin, Jangho Lee, Byunggook Na, Sungroh Yoon
2021 J jnl
Scalable Smartphone Cluster for Deep Learning.
CoRR
Byunggook Na, Jaehee Jang, Seongsik Park, Sei Joon Kim, Joonoo Kim, Moon-Sik Jeong, Kwang-Choon Kim, Seon Heo, Yoonsang Kim, Sungroh Yoon
2021 J jnl
Towards Fast and Accurate Object Detection in Bio-Inspired Spiking Neural Networks Through Bayesian Optimization.
IEEE Access
Sei Joon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon
2021 A conf
Variance-stationary Differentiable NAS.
BMVC
Hyeokjun Choe, Byunggook Na, Jisoo Mok, Sungroh Yoon
2020 A* conf
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection.
AAAI
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2020 A* conf
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.
DAC
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2020 J jnl
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding.
CoRR
Seongsik Park, Sei Joon Kim, Byunggook Na, Sungroh Yoon
2019 J jnl
Spiking-YOLO: Spiking Neural Network for Real-time Object Detection.
CoRR
Sei Joon Kim, Seongsik Park, Byunggook Na, Sungroh Yoon
2017 J jnl
Homomorphic Parameter Compression for Distributed Deep Learning Training.
CoRR
Jaehee Jang, Byunggook Na, Sungroh Yoon
2015 J jnl
DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks.
CoRR
Byunghan Lee, Taehoon Lee, Byunggook Na, Sungroh Yoon