Donghyeon Kim

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 79

Top Topics

Matrix Multiplication

Keyword Spotting

Top Venues

Publications

Hankyul Baek, Donghyeon Kim, Joongheon Kim
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. CoRR (2024)
Mingyu Jo, Donghyeon Kim, Sangoh Park
Analysis of Byzantine Fault Tolerant Consensus Algorithms. ICOIN (2024)
Gwantae Kim, Bokyeung Lee, Donghyeon Kim, Hanseok Ko
Gated Low-rank Adaptation for personalized Code-Switching Automatic Speech Recognition on the low-spec devices. CoRR (2024)
Junggon Seo, Yeonwoong Kim, Donghyeon Kim, Haejoon Jung
A Survey on Machine Learning for Space-Air-Ground Integrated Network: Key Technologies and Challenges. ICEIC (2024)
Mijeong Kang, Donghyeon Kim, Jihee Kim, Nakyung Kim, Seunghun Lee
Strategies to Enrich Electrochemical Sensing Data with Analytical Relevance for Machine Learning Applications: A Focused Review. Sensors 24 (12) (2024)
Kyungdeuk Ko, Donghyeon Kim, Kyungseok Oh, Hanseok Ko
WaveVC: Speech and Fundamental Frequency Consistent Raw Audio Voice Conversion. Neural Process. Lett. 56 (3) (2024)
Byungha You, Donghyeon Kim, Haejoon Jung
A Survey on AI-Empowered Security Solutions for 6G. ICTC (2023)
Sang Seo, Heaeun Moon, Sunho Lee, Donghyeon Kim, Jaeyeon Lee, Byeongjin Kim, Woojin Lee, Dohoon Kim
D3GF: A Study on Optimal Defense Performance Evaluation of Drone-Type Moving Target Defense Through Game Theory. IEEE Access 11 (2023)
Donghyeon Kim, Suyeon Yoon, Jiyoung Seo, SeungHoon Jeong, Bowon Lee
SpeechBalloon: A New Approach of Providing User Interface for Real-Time Generation of Meeting Notes. HCI (10) (2023)
Donghyeon Kim, Seok-Chul Sean Kwon, Haejoon Jung, In-Ho Lee
Deep Learning-Based Resource Allocation Scheme for Heterogeneous NOMA Networks. IEEE Access 11 (2023)
Donghyeon Kim, Glen Berseth, Mathew Schwartz, Jaeheung Park
Torque-Based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer. IEEE Robotics Autom. Lett. 8 (10) (2023)
Donghyeon Kim, Kyungdeuk Ko, Jeong-gi Kwak, David K. Han, Hanseok Ko
A Lightweight Dynamic Filter For Keyword Spotting. ICASSP Workshops (2023)
Geunyeong Jang, Donghyeon Kim, In-Ho Lee, Haejoon Jung
Cooperative Beamforming With Artificial Noise Injection for Physical-Layer Security. IEEE Access 11 (2023)
Chae-Bin Song, Cheolki Lim, Jongseung Lee, Donghyeon Kim, Hyeon Seo
The effect of deep brain structure modeling on transcranial direct current stimulation-induced electric fields: An in-silico study. EMBC (2023)
Daegyu Lim, Myeong-Ju Kim, Junhyeok Cha, Donghyeon Kim, Jaeheung Park
Proprioceptive External Torque Learning for Floating Base Robot and its Applications to Humanoid Locomotion. IROS (2023)
Jeeyoo Kim, Ji-Woong Choi, Donghyeon Kim, Sinuk Choi
Performance Evaluation of Object Detection Considering C-V2X Communication Errors. ICTC (2023)
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88 (2023)
Jong-Kyoung Lee, Sunsik Woo, Wooyoung Jeong, Kwang-Seok Oh, Donghyeon Kim, Youngwoon Ko, Jinyong Jeon, Jooho Lee, Young-Suk Son, Sang-Gug Lee, Kyeongha Kwon
ASIL-D Compliant Battery Monitoring IC with High Measurement Accuracy and Robust Communication. ISSCC (2023)
Donghyeon Kim, Wooyeol Choi, Chanjun Chun, Yohan Kim, Yonggang Kim
Interference cancellation in RIS-assisted FD relay transmission. ICUFN (2023)
Donghyeon Kim, Haejoon Jung, In-Ho Lee
User Selection and Power Allocation Scheme With SINR-Based Deep Learning for Downlink NOMA. IEEE Trans. Veh. Technol. 72 (7) (2023)
Bokyeung Lee, Donghyeon Kim, Gwantae Kim, Hanseok Ko
Channel Shuffle Neural Architecture Search for Key Word Spotting. IEEE Signal Process. Lett. 30 (2023)
Daegyu Lim, Myeong-Ju Kim, Junhyeok Cha, Donghyeon Kim, Jaeheung Park
Proprioceptive External Torque Learning for Floating Base Robot and its Applications to Humanoid Locomotion. CoRR (2023)
Kyungdeuk Ko, Bokyeung Lee, Donghyeon Kim, Jonghwan Hong, Hanseok Ko
Open Set Bioacoustic Signal Classification based on Class Anchor Clustering with Closed Set Unknown Bioacoustic Signals. EMBC (2023)
Donghyeon Kim, Gihoon Byun, Jeasoo Kim
Direction-of-Arrival Estimation Based on Frequency Difference-Wavenumber Analysis for Sparse Vertical Array Configuration. Sensors 23 (1) (2023)
Jiyeon Lee, Minho Lee, Jongseung Lee, Regina E. Y. Kim, Seong Hoon Lim, Donghyeon Kim
Fine-grained brain tissue segmentation for brain modeling of stroke patient. Comput. Biol. Medicine 153 (2023)
Donghyeon Kim, Haejoon Jung, In-Ho Lee
Deep Learning-Based Spectral and Energy Efficiency Optimization for CoMP in HetNets. GLOBECOM (Workshops) (2023)
Donghyeon Kim, Glen Berseth, Mathew Schwartz, Jaeheung Park
Torque-based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer. CoRR (2023)
Donghyeon Kim, Haejoon Jung, In-Ho Lee
A Survey on Deep Learning-based Resource Allocation Schemes. ICTC (2023)
Hyungchul Im, Donghyeon Kim, Seongsoo Lee
Listening to CAN: Anomaly Detection to Enhance In-Vehicle Network Security. ICCE-Berlin (2023)
Donghyeon Kim, Taehoon Kim, Inyong Hwang, Taehyeong Park, Hanjun Kim, Youngsok Kim, Yongjun Park
Virtual PIM: Resource-Aware Dynamic DPU Allocation and Workload Scheduling Framework for Multi-DPU PIM Architecture. PACT (2023)
Hyungtaek Kim, Cheolki Lim, Jongseung Lee, Donghyeon Kim, Chae-Bin Song, Yasin Dhaher
Effect of Non-invasive Spinal Stimulation on Self-sustained Firing Motoneuron Model: In-Silico Study Using Human Body Model. EMBC (2023)
Donghyeon Kim, Jinsung Kim
Analysis of Several Sparse Formats for Matrices used in Sparse-Matrix Dense-Matrix Multiplication for Machine Learning on GPUs. ICTC (2022)
Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, Donghyeon Kim, David K. Han, Hanseok Ko
Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis. CoRR (2022)
Donghyeon Kim, Kyungdeuk Ko, David K. Han, Hanseok Ko
Discriminatory and orthogonal feature learning for noise robust keyword spotting. CoRR (2022)
Donghyeon Kim, Gwantae Kim, Bokyeung Lee, Jeong-gi Kwak, David K. Han, Hanseok Ko
Efficient dynamic filter for robust and low computational feature extraction. CoRR (2022)
Donghyeon Kim, Gwantae Kim, Bokyeung Lee, Hanseok Ko
Prototypical Knowledge Distillation for Noise Robust Keyword Spotting. IEEE Signal Process. Lett. 29 (2022)
Jeong-gi Kwak, Yuanming Li, Dongsik Yoon, Donghyeon Kim, David K. Han, Hanseok Ko
Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis. ECCV (17) (2022)
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
BERN2: an advanced neural biomedical named entity recognition and normalization tool. Bioinform. 38 (20) (2022)
Donghyeon Kim, Kyungdeuk Ko, David K. Han, Hanseok Ko
Discriminatory and Orthogonal Feature Learning for Noise Robust Keyword Spotting. IEEE Signal Process. Lett. 29 (2022)
Donghyeon Kim, Inseo Kim, Jinsung Kim
Analysis of Sub-Routines in NVIDIA cuBLAS Library for a series of Matrix-Matrix Multiplications in Transformer. ICTC (2022)
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Fadida-Specktor, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR (2022)
Donghyeon Kim, Jeasoo Kim, Jooyoung Hahn
Long-Range Underwater Communication Based on Time Reversal Processing Using Various Diversity Methods. Sensors 22 (9) (2022)
Mujeen Sung, Minbyul Jeong, Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
BERN2: an advanced neural biomedical named entity recognition and normalization tool. CoRR (2022)
Donghyeon Kim, Bowon Lee
Phase Vocoder For Time Stretch Based On Center Frequency Estimation. INTERSPEECH (2022)
Donghyeon Kim, Daegyu Lim, Jaeheung Park
Transferable Collision Detection Learning for Collaborative Manipulator Using Versatile Modularized Neural Network. IEEE Trans. Robotics 38 (4) (2022)
Jaesug Jung, Seungbin You, Donghyeon Kim, Jaeheung Park
Variable Stiffness Control via External Torque Estimation Using LSTM. ICRA (2022)
Daegyu Lim, Donghyeon Kim, Jaeheung Park
Online Telemanipulation Framework on Humanoid for both Manipulation and Imitation. UR (2022)
Donghyeon Kim, Jeong-gi Kwak, Hanseok Ko
Efficient Dynamic Filter For Robust and Low Computational Feature Extraction. SLT (2022)
Daegyu Lim, Donghyeon Kim, Jaeheung Park
Momentum Observer-Based Collision Detection Using LSTM for Model Uncertainty Learning. ICRA (2021)
Donghyeon Kim, Hyeong-geon Kim, Myungho Lee
Effects of User's Gaze on the Unintended Positional Drift in Walk-in-Place. VRST (2021)
Jeong-gi Kwak, Youngsaeng Jin, Yuanming Li, Dongsik Yoon, Donghyeon Kim, Hanseok Ko
Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN. BMVC (2021)
Donghyeon Kim, Haejoon Jung, In-Ho Lee
Deep Learning-Based Power Control Scheme With Partial Channel Information in Overlay Device-to-Device Communication Systems. IEEE Access 9 (2021)
Chungho Park, Donghyeon Kim, Hanseok Ko
Sound Event Detection by Pseudo-Labeling in Weakly Labeled Dataset. Sensors 21 (24) (2021)
Jeong-gi Kwak, Youngsaeng Jin, Yuanming Li, Dongsik Yoon, Donghyeon Kim, Hanseok Ko
Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN. CoRR (2021)
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Bioinform. 36 (4) (2020)
Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang
Transferability of Natural Language Inference to Biomedical Question Answering. CLEF (Working Notes) (2020)
Jian Xu, Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang, Justin F. Rousseau, Xin Li, Weijia Xu, Vetle I. Torvik, Yi Bu, Chongyan Chen, Islam Akef Ebeid, Daifeng Li, Ying Ding
Building a PubMed knowledge graph. CoRR (2020)
Donghyeon Kim, Jaihyun Park, David K. Han, Hanseok Ko
Dual Stage Learning Based Dynamic Time-Frequency Mask Generation for Audio Event Classification. INTERSPEECH (2020)
Minbyul Jeong, Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang
Transferability of Natural Language Inference to Biomedical Question Answering. CoRR (2020)
Donghyeon Kim, Heejin Park, Jeasoo Kim, Joo Young Hahn, Joung-Soo Park
MIMO Communication Based on Adaptive Passive Time Reversal in Deep Water. ICUFN (2019)
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, Jaewoo Kang
BioBERT: a pre-trained biomedical language representation model for biomedical text mining. CoRR (2019)
Donghyeon Kim, Younglo Lee, Hanseok Ko
Multi-task Learning for Animal Species and Group Category Classification. ICIT (2019)
Jaesug Jung, Donghyeon Kim, Jaeheung Park
Operational Space Control Framework for Torque Controlled Humanoid Robots with Joint Elasticity. IROS (2019)
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
Pre-trained Language Model for Biomedical Question Answering. PKDD/ECML Workshops (2) (2019)
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong, Jaewoo Kang
Pre-trained Language Model for Biomedical Question Answering. CoRR (2019)
Donghyeon Kim, David K. Han, Hanseok Ko
Self-Subtraction Network for End to End Noise Robust Classification. AVSS (2019)
Heejin Park, Donghyeon Kim, Jeasoo Kim, Joo Young Hahn, Joung-Soo Park
Underwater Communication with Spatio-Temporal Diversity in a Deep-Water Environment. ICUFN (2019)
Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining. IEEE Access 7 (2019)
Donghyeon Kim, Kiseon Kim
Resting State EEG-Based Biometric System Using Concatenation of Quadrantal Functional Networks. IEEE Access 7 (2019)
Donghyeon Kim, Kiseon Kim
Detection of Early Stage Alzheimer's Disease using EEG Relative Power with Deep Neural Network. EMBC (2018)
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling. CoRR (2018)
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling. CIKM (2018)
Donghyeon Kim, Chanmi Yeon, Kiseon Kim
Development and Experimental Validation of a Dry Non-Invasive Multi-Channel Mouse Scalp EEG Sensor through Visual Evoked Potential Recordings. Sensors 17 (2) (2017)
Dohyung Kim, Donghyeon Kim, Keun-Chang Kwak
Classification of K-Pop Dance Movements Based on Skeleton Information Obtained by a Kinect Sensor. Sensors 17 (6) (2017)
Donghyeon Kim, Kiseon Kim
Resting EEG-based subject identification System: a Practical Scenario for Offline Analysis. GBCIC (2017)
Hyeon Seo, Donghyeon Kim, Sung Chan Jun
Effects of electrode displacement in high-definition transcranial direct current stimulation: A computational study. EMBC (2016)
Sehyeon Jang, Donghyeon Kim, Junkil Been, Hohyun Cho, Sung Chan Jun
Oscillatory brain activity changes by anodal tDCS - An ECoG study on anesthetized beagles. EMBC (2016)
Donghyeon Kim, Choonhwa Lee, Sumi Helal
Enabling elastic services for OSGi-based cloud platforms. ICUFN (2015)
Jaehoon Choi, Donghyeon Kim, Donghee Choi, Sangrak Lim, Seongsoon Kim, Jaewoo Kang, Youngjae Choi
Smith Search: Opinion-Based Restaurant Search Engine. WWW (Companion Volume) (2015)
Jinmo Jeong, Donghyeon Kim, Sangdo Jeong, Euiheon Chung, Sung Chan Jun, Jong-Hyun Lee, Sohee Kim
Validation of Numerical Simulation for Subdural Cortical Stimulation - Using Spherical Phantoms and Anatomically Realistic Head Phantom. BIOINFORMATICS (2014)
Hyeon Seo, Donghyeon Kim, Sung Chan Jun
Comparison of neuronal excitation between extruded slab partial head model and full head model in subdural cortical stimulation. EMBC (2013)
Hyeon Seo, Donghyeon Kim, Sung Chan Jun
A comparative study of the 3D precentral gyrus model for unipolar and bipolar current stimulations. EMBC (2012)
Donghyeon Kim, Hyeon Seo, Hyoung-Ihl Kim, Sung Chan Jun
The computational study of subdural cortical stimulation: A quantitative analysis of voltage and current stimulation. EMBC (2012)
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang
CONSENTO: a new framework for opinion based entity search and summarization. CIKM (2012)
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Junkyu Lee, Sangrak Lim, Sunwon Lee, Jaewoo Kang
CONSENTO: a consensus search engine for answering subjective queries. WWW (Companion Volume) (2012)
Jaehoon Choi, Donghyeon Kim, Seongsoon Kim, Sunwon Lee, Kyubum Lee, Jaewoo Kang
BOSS: context-enhanced search for biomedical objects. BMC Medical Informatics Decis. Mak. 12 (S-1) (2012)
Donghyeon Kim, Woojin Chung
Localization of outdoor mobile robots using road features. URAI (2011)
Donghyeon Kim, Sung Chan Jun, Hyoung-Ihl Kim
Computational study of subdural and epidural cortical stimulation of the motor cortex. EMBC (2011)
Jeong-Kil Ahn, Donghyeon Kim, Yangsun Lee, JiWoong Kim, Sung-Eon Cho, Sung-Joon Cho
Development of Construction Site Safety Monitoring System based on the USN. J. Inform. and Commun. Convergence Engineering 7 (4) (2009)
Donghyeon Kim, Daehee Kim, Joon Ki Paik
Model-Based Gait Recognition Using Multiple Feature Detection. ACIVS (2008)
Jeongmok Cho, Taegeun Jung, Donghyeon Kim, Joongseon Joh
Inverse Model Control of An ER Damper System. Int. J. Fuzzy Log. Intell. Syst. 6 (1) (2006)