Hyeokjun Choe

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Receptive Fields

Biologically Inspired

Spiking Neural Networks

Top Venues

Publications

Chanhui Lee, Juhyeon Kim, Yongjun Jeong, Juhyun Lyu, Junghee Kim, Sangmin Lee, Sangjun Han, Hyeokjun Choe, Soyeon Park, Woohyung Lim, Sungbin Lim, Sanghack Lee
Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms? CoRR (2023)
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
AutoSNN: Towards Energy-Efficient Spiking Neural Networks. ICML (2022)
Byunggook Na, Jisoo Mok, Seongsik Park, Dongjin Lee, Hyeokjun Choe, Sungroh Yoon
AutoSNN: Towards Energy-Efficient Spiking Neural Networks. CoRR (2022)
Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon
AdvRush: Searching for Adversarially Robust Neural Architectures. CoRR (2021)
Hyeokjun Choe, Byunggook Na, Jisoo Mok, Sungroh Yoon
Variance-stationary Differentiable NAS. BMVC (2021)
Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon
Accelerating Neural Architecture Search via Proxy Data. CoRR (2021)
Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon
AdvRush: Searching for Adversarially Robust Neural Architectures. ICCV (2021)
Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon
Accelerating Neural Architecture Search via Proxy Data. IJCAI (2021)
Hyunyoung Oh, Hayoon Yi, Hyeokjun Choe, Yeongpil Cho, Sungroh Yoon, Yunheung Paek
Real-Time Anomalous Branch Behavior Inference with a GPU-inspired Engine for Machine Learning Models. DATE (2019)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. DAC (2019)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
CloudSocket: Fine-Grained Power Sensing System for Datacenters. IEEE Access 6 (2018)
Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Sungroh Yoon
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks. CoRR (2018)
Hyeokjun Choe, Seil Lee, Seongsik Park, Sei Joon Kim, Eui-Young Chung, Sungroh Yoon
Near-Data Processing for Machine Learning. CoRR (2016)
Seil Lee, Hanjoo Kim, Seongsik Park, Sei Joon Kim, Hyeokjun Choe, Chang-Sung Jeong, Sungroh Yoon
CloudSocket: Smart grid platform for datacenters. ICCD (2016)