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ORCIDBibTeX records: Byunggook Na
@inproceedings{DBLP:conf/nips/KimNKCKLCKLK23,
author = {Geonu Kim and
Byunggook Na and
Gunhee Kim and
Hyuntae Cho and
Seungjin Kang and
Hee Sun Lee and
Saerom Choi and
Heejae Kim and
Seungwon Lee and
Yongdeok Kim},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Benchmark of Machine Learning Force Fields for Semiconductor Simulations:
Datasets, Metrics, and Comparative Analysis},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a1859debfb3b59d094f3504d5ebb6c25-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KimNKCKLCKLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asiaccs/JangLKNYLCY22,
author = {Jaehee Jang and
Younho Lee and
Andrey Kim and
Byunggook Na and
Donggeon Yhee and
Byounghan Lee and
Jung Hee Cheon and
Sungroh Yoon},
editor = {Yuji Suga and
Kouichi Sakurai and
Xuhua Ding and
Kazue Sako},
title = {Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption},
booktitle = {{ASIA} {CCS} '22: {ACM} Asia Conference on Computer and Communications
Security, Nagasaki, Japan, 30 May 2022 - 3 June 2022},
pages = {377--391},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488932.3523253},
doi = {10.1145/3488932.3523253},
timestamp = {Tue, 24 May 2022 13:40:31 +0200},
biburl = {https://dblp.org/rec/conf/asiaccs/JangLKNYLCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MokNKHY22,
author = {Jisoo Mok and
Byunggook Na and
Ji{-}Hoon Kim and
Dongyoon Han and
Sungroh Yoon},
title = {Demystifying the Neural Tangent Kernel from a Practical Perspective:
Can it be trusted for Neural Architecture Search without training?},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {11851--11860},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01156},
doi = {10.1109/CVPR52688.2022.01156},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MokNKHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NaMPLCY22,
author = {Byunggook Na and
Jisoo Mok and
Seongsik Park and
Dongjin Lee and
Hyeokjun Choe and
Sungroh Yoon},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {AutoSNN: Towards Energy-Efficient Spiking Neural Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {16253--16269},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/na22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/NaMPLCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12738,
author = {Byunggook Na and
Jisoo Mok and
Seongsik Park and
Dongjin Lee and
Hyeokjun Choe and
Sungroh Yoon},
title = {AutoSNN: Towards Energy-Efficient Spiking Neural Networks},
journal = {CoRR},
volume = {abs/2201.12738},
year = {2022},
url = {https://arxiv.org/abs/2201.12738},
eprinttype = {arXiv},
eprint = {2201.12738},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14577,
author = {Jisoo Mok and
Byunggook Na and
Ji{-}Hoon Kim and
Dongyoon Han and
Sungroh Yoon},
title = {Demystifying the Neural Tangent Kernel from a Practical Perspective:
Can it be trusted for Neural Architecture Search without training?},
journal = {CoRR},
volume = {abs/2203.14577},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14577},
doi = {10.48550/ARXIV.2203.14577},
eprinttype = {arXiv},
eprint = {2203.14577},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimPNKY21,
author = {Sei Joon Kim and
Seongsik Park and
Byunggook Na and
Jongwan Kim and
Sungroh Yoon},
title = {Towards Fast and Accurate Object Detection in Bio-Inspired Spiking
Neural Networks Through Bayesian Optimization},
journal = {{IEEE} Access},
volume = {9},
pages = {2633--2643},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2020.3047071},
doi = {10.1109/ACCESS.2020.3047071},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KimPNKY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/ParkJKNY21,
author = {Seongsik Park and
Jaehee Jang and
Sei Joon Kim and
Byunggook Na and
Sungroh Yoon},
title = {Memory-Augmented Neural Networks on {FPGA} for Real-Time and Energy-Efficient
Question Answering},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {29},
number = {1},
pages = {162--175},
year = {2021},
url = {https://doi.org/10.1109/TVLSI.2020.3037166},
doi = {10.1109/TVLSI.2020.3037166},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/ParkJKNY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ChoeNMY21,
author = {Hyeokjun Choe and
Byunggook Na and
Jisoo Mok and
Sungroh Yoon},
title = {Variance-stationary Differentiable {NAS}},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {162},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0549.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/ChoeNMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MokNCY21,
author = {Jisoo Mok and
Byunggook Na and
Hyeokjun Choe and
Sungroh Yoon},
title = {AdvRush: Searching for Adversarially Robust Neural Architectures},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {12302--12312},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01210},
doi = {10.1109/ICCV48922.2021.01210},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MokNCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShinLNY21,
author = {Chaehun Shin and
Jangho Lee and
Byunggook Na and
Sungroh Yoon},
title = {Personalized Face Authentication Based On Few-Shot Meta-Learning},
booktitle = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
Anchorage, AK, USA, September 19-22, 2021},
pages = {3897--3901},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICIP42928.2021.9506131},
doi = {10.1109/ICIP42928.2021.9506131},
timestamp = {Thu, 03 Feb 2022 08:15:41 +0100},
biburl = {https://dblp.org/rec/conf/icip/ShinLNY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NaMCY21,
author = {Byunggook Na and
Jisoo Mok and
Hyeokjun Choe and
Sungroh Yoon},
editor = {Zhi{-}Hua Zhou},
title = {Accelerating Neural Architecture Search via Proxy Data},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2848--2854},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/392},
doi = {10.24963/IJCAI.2021/392},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NaMCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04784,
author = {Byunggook Na and
Jisoo Mok and
Hyeokjun Choe and
Sungroh Yoon},
title = {Accelerating Neural Architecture Search via Proxy Data},
journal = {CoRR},
volume = {abs/2106.04784},
year = {2021},
url = {https://arxiv.org/abs/2106.04784},
eprinttype = {arXiv},
eprint = {2106.04784},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01289,
author = {Jisoo Mok and
Byunggook Na and
Hyeokjun Choe and
Sungroh Yoon},
title = {AdvRush: Searching for Adversarially Robust Neural Architectures},
journal = {CoRR},
volume = {abs/2108.01289},
year = {2021},
url = {https://arxiv.org/abs/2108.01289},
eprinttype = {arXiv},
eprint = {2108.01289},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12172,
author = {Byunggook Na and
Jaehee Jang and
Seongsik Park and
Sei Joon Kim and
Joonoo Kim and
Moon{-}Sik Jeong and
Kwang{-}Choon Kim and
Seon Heo and
Yoonsang Kim and
Sungroh Yoon},
title = {Scalable Smartphone Cluster for Deep Learning},
journal = {CoRR},
volume = {abs/2110.12172},
year = {2021},
url = {https://arxiv.org/abs/2110.12172},
eprinttype = {arXiv},
eprint = {2110.12172},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimPNY20,
author = {Sei Joon Kim and
Seongsik Park and
Byunggook Na and
Sungroh Yoon},
title = {Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {11270--11277},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6787},
doi = {10.1609/AAAI.V34I07.6787},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimPNY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ParkKNY20,
author = {Seongsik Park and
Sei Joon Kim and
Byunggook Na and
Sungroh Yoon},
title = {{T2FSNN:} Deep Spiking Neural Networks with Time-to-first-spike Coding},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218689},
doi = {10.1109/DAC18072.2020.9218689},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/ParkKNY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11741,
author = {Seongsik Park and
Sei Joon Kim and
Byunggook Na and
Sungroh Yoon},
title = {{T2FSNN:} Deep Spiking Neural Networks with Time-to-first-spike Coding},
journal = {CoRR},
volume = {abs/2003.11741},
year = {2020},
url = {https://arxiv.org/abs/2003.11741},
eprinttype = {arXiv},
eprint = {2003.11741},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06530,
author = {Sei Joon Kim and
Seongsik Park and
Byunggook Na and
Sungroh Yoon},
title = {Spiking-YOLO: Spiking Neural Network for Real-time Object Detection},
journal = {CoRR},
volume = {abs/1903.06530},
year = {2019},
url = {http://arxiv.org/abs/1903.06530},
eprinttype = {arXiv},
eprint = {1903.06530},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10123,
author = {Jaehee Jang and
Byunggook Na and
Sungroh Yoon},
title = {Homomorphic Parameter Compression for Distributed Deep Learning Training},
journal = {CoRR},
volume = {abs/1711.10123},
year = {2017},
url = {http://arxiv.org/abs/1711.10123},
eprinttype = {arXiv},
eprint = {1711.10123},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeLNY15,
author = {Byunghan Lee and
Taehoon Lee and
Byunggook Na and
Sungroh Yoon},
title = {DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1512.05135},
year = {2015},
url = {http://arxiv.org/abs/1512.05135},
eprinttype = {arXiv},
eprint = {1512.05135},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeLNY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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