Publications
2022
International Journal and Conferences
Olugbenga Akandea, Bong Ju Lee, Plasma steam methane reforming (PSMR) using a microwave torch for commercial-scale distributed hydrogen production, International Journal of Hydrogen Energy, Volume 47, Issue 5, 15 January 2022, Pages 2874-2884
Domestic Journal and Conferences
최윤호, 이창공, 방제형, 남재창, 오픈 소스 기계학습 어플리케이션에 대한 결함 사례 조사, 2022 한국 소프트웨어공학 학술대회 (KCSE 2022)
2021
International Journal and Conferences
H. Kim, S. Park, S. Lange, D. Lee, D. Heo, H. Choi, J. Yoo, J. W. Hong, Graph neural network-based virtual network function deployment optimization, International Journal of Network Management, November/December 2021
H. Yoo, J. Hong, L. Bader, D. W. Hwang, S. Hong, Improving Configurability of Unit-level Continuous Fuzzing: An Industrial Case Study with SAP HANA, IEEE/ACM International Conference on Automated Software Engineering, Industry Showcase Track, November 2021
J. Jeon, S. Hong, Improving Mutation-Based Fault Localization with Plausible-code Generating Mutation Operators, IEEE/ACM International Conference on Automated Software Engineering, Late Breaking Result Track, November 2021
D. Gwon, M. Ahn, Alpha and high gamma phase amplitude coupling during motor imagery and weighted cross-frequency coupling to extract discriminative cross-frequency patterns, NeuroImage, vol. 240, October 2021
Daewoong Park, Jihoon Jeong, Seungjin Hwang, Sungyoon Lee, Seryeyohan Cho, Tae Jun Yu, Performance Evaluation of Solid-State Laser Gain Module by Measurement of Thermal Effect and Energy Storage, Photonics, 8(10), September 2021
S. Kim, S. Lee, H. Kang, S. Kim, M. Ahn, P300 Brain–Computer Interface-Based Drone Control in Virtual and Augmented Reality, Sensors, 21(17), August 2021
M. Back, J. Lee, K. Bae, S. S. Hwang, I, Y. Chun, Improved and Efficient Inter-Vehicle Distance Estimation Using Road Gradients of Both Ego and Target Vehicles, IEEE International Conference on Autonomous Systems, August 2021
K. Won, M. Kwon, M. Ahn, S. C. Jun, Selective Subject Pooling Strategy to Improve Model Generalization for a Motor Imagery BCI, Sensors, 21(16), August 2021
Y. Kim, S. Hong, Learning-based Mutant Reduction using Fine-grained Mutation Operators, Software Testing Verification and Reliability, early view (published in August 2021)
S. Woo, J. Lee, H. Kim, S. Chun, D. Lee, D. Gwon, M. Ahn, An Open Source-Based BCI Application for Virtual World Tour and Its Usability Evaluation, Frontiers in Human Neuroscience, July 2021
M. Song, H. Jung, S. Lee, D. Kim, Minkyu Ahn, Diagnostic Classification and Biomarker Identification of Alzheimer’s Disease with Random Forest Algorithm, Brain Sciences, April 2021
M. Kang, J. Lee, S. Kim, and Injung Kim, FastDCTTS: Efficient Deep Convolutional Text-to-Speech, IEEE International Conference on Acoustics, Speech and Signal Processing, June 2021
Soo-Hyun Park, Eun-Ho Lee, Heeyoul Choi, Jae Young Lee, A Thermal–Elastic–Plastic Constitutive Model using the Radial Basis Function Neural Network and Application for an Energy Efficient Warm Forming Process, International Journal of Precision Engineering and Manufacturing, vol. 22, pp. 329–343 , 2021
Ohgan Kim, Bong Ju Lee, Yun-woo Leec, Ho-soon Yang, Phase retrieval by pattern classification and circular mean for robust optical testing, Optics and Lasers in Engineering, 137, Feb 2021
Yunho Kim, Shin Hong, DeMiner: test generation for high test coverage through mutant exploration, Software Testing Verification and Reliability, 31(1-2), Jan-Mar 2021
Yohan Son, Min-Kyo Lee and Young-Chun Park, Contact Angle Relaxation on Amorphous, Mixed-Phase (Anatase + Rutile), and Anatase TiO2 Films and Its Mechanism, Langmuir 2021, 37, 5, 1850–1860
Domestic Journal and Conferences
오준석, 이찬효, 우옥균, 이세현, 김인중, WICWIU.v3: 자연어 및 시계열 데이터 처리를 지원하는 C++ 기반 오픈소스 딥러닝 프레임워크, 2021 한국소프트웨어종합학술대회 (KSC2021)
Hyun Min Han, Il Yong Chun, Sung Soo Hwang, Improvement of NeRF(Neural Radiance Field) Using Depth Information, 2021년 대한전자공학회 추계학술대회
Hyunji Kim, Daeun Gwon, Kyungho Won, Sung Chan Jun, Minkyu Ahn, Survey of EEG Neurofeedback methods for Attention Improvement, Journal of KIISE, Vol 48, No10, pp.1105-1121, 2021. 10
C. Lee, J. Hong, D. Heo, H. Choi, Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains, ICTC, Oct. 20-22, 2021.
Hangyel Sun, Myeonghee Lee, Charmgil Hong, Injung Kim, Vehicle Image Data Augmentation by GAN-based Viewpoint Transformation, Journal of KIISE, 2021, vol.48, no.8, pp. 885-891
Hyunsub Lee, Heeyoul Choi, Effect of Contrastive Loss on Latent Space of Variational Autoencoder, Korean Congress of Computing (KCC), 2021
H. Yoo, S. Hong, OSSFuzzBugs: A Collection of Open-source Real-world Fault Artifacts for Experimenting Unit-level Fuzzing Techniques, Korean Congress of Computing (KCC), 2021
Chungjun Lee, Jibeom Hong, Heeyoul Choi, Unsupervised learning for anomaly detection in virtual network environment, KNOM Conference 2021
Hyeokmin Gwon, Chungjun Lee, Rakun Keum, Heeyoul Choi, Improvement in Network Intrusion Detection based on LSTM and Feature Embedding, Journal of KIISE, 48(4), pp. 418-424.
Min-Gyo Kang, Ji-Woo Park, Young-Sik Kim, Design of a 900 MHz Band Wake-Up Receiver with −52 dBm Sensitivity, The Journal of Korean Institute of Electromagnetic Engineering and Science 2021 March 32(3), pp. 243-249.
Min-Su Kim, Young-Sik Kim, SDR Implementation of 64-QAM OFDM Using USRP, Journal of Korean Institute of Electromagnetic Engineering and Science 2021 March 32(3), pp. 250-256.
D. Rim, I. Jang, H. Choi, Deep Neural Networks and End-to-End Learning for Audio Compression, KIISE, 48 (8), pp. 940-946, 2021.
H. Choe and S. Hong, Multi-directional Concolic Testing Search Strategies for Mitigating Path-space Local Search Problem, Korean Software Engineering Conference (KCSE), Feb 1-2, 2021
J. Cho and S. Hong, Improving Mutation-based Fuzzing by Input Keyword Extraction, Korean Software Engineering Conference (KCSE), Feb 1-2, 2021
H. Choe and S. Hong, Bounded Search Strategies of Concolic Testing for Effective and Efficient Structural Coverage Achievement, Journal of KIISE, 48(2), pp. 201-210, Feb 2021
2020
International Journal and Conferences
Song Wang, Taiyue Liu, Jaechang Nam, Lin Tan, Deep Semantic Feature Learning for Software Defect Prediction, IEEE Transactions on Software Engineering, 46(12), Dec 2020
Seryeyohan Cho, Ondřej Novák, Martin Smrž, Antonio Lucianetti, Tae Jun Yu, and Tomáš Mocek, Numerical analysis of beam distortion induced by thermal effects in chirped volume Bragg grating compressors for high-power lasers, Journal of the Optical Society of America B, 37(12), Dec 2020
Hyunmin Noh Hwanwook Lee Yunmin Go Hyun Park Jongman Lee Jaewoo Kim Hwangjun Song, Congestion-aware HTTP Adaptive Streaming System over SDN-enabled Wi-Fi network, Concurrency and Computation: Practice and Experience, 32(21), Nov 2020
K. Lee, C. Hong, E-H. Lee, W. Yang, Comparison of Artificial Intelligence Methods for Prediction of Mechanical Properties, International Deep-Drawing Research Group (IDDRG), October 2020
Minkyu Ahn, Shane Lee, Peter M. Lauro1, Erin L. Schaeffer1, Umer Akbar, Wael F. Asaad, Rapid Motor Fluctuations Reveal Short-Timescale Neurophysiological Biomarkers of Parkinson’s Disease, Journal of Neural Engineering, Aug 2020
Tae Young Jang, Seong Dae Kim, Sung Soo Hwang, Visual Hull Tree: A New Progressive Method to Represent Voxel Data, IEEE Access, Vol. 8, July 2020
Sangchul Hahn, Heeyoul Choi, Understanding Dropout as an Optimization Trick, Neurocomputing, Vol. 398, July 2020
Juyoung Jeon, Shin Hong, Threats to validity in experimenting mutation-based fault localization, Proceedings of International Conference on Software Engineering (ICSE), New Ideas and Emerging Result Track, Jun 2020
Sang Jun Lee, Sung Soo Hwang, Fast and Accurate Self-calibration using Vanishing Point Detection in Manmade Environments, International Journal of Control, Automation and Systems, May 2020
Azjargal Tungalag, BongJu Lee, Manoj Yadav, Olugbenga Akande, Yield prediction of MSW gasification including minor species through ASPEN plus simulation, Energy, Vol. 198, May 2020
Inyoung Paik, Sangjun Oh, Taeyeong Kwak, Injung Kim, Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-20), 34(04), Apr 2020
Moonyoung Kwon,Hohyun Cho, Kyungho Won, Minkyu Ahn, Sung Chan Jun, Use of Both Eye-Open and Eye-Closed Resting States May Yield a More Robust Predictor of Motor Imagery BCI Performance, Electronics, 9(4), Apr 2020
Jongmin Lee, Kyungho Won, Moonyoung Kwon, Sung Chan Jun, Minkyu Ahn, CNN with large data achieves true zero-training in online P300 Brain-Computer Interface, IEEE Access, Apr 2020
Tae Young Jang, Seong Dae Kim, Sung Soo Hwang, Surface Scanning-based Texture Atlas for Voxelized 3D Object, IEEE Access, Vol. 8, Feb 2020
Ohgan Kim, Bong Ju Lee, Hyug-Gyo Rhee, Yun-Woo Lee, Ho-Soon Yang , Dual-path phase unwrppong algorithm based on gepdesic curvature for interferometric fringe analysis, Journal of the Korean Physical Society, Feb 2020
Sang Jun Lee, Heeyoul Choi, Sung Soo Hwang, Real-time Depth Estimation using Recurrent CNN with Sparse Depth Cues for SLAM system, International Journal of Control, Automation and Systems, Jan 2020
J. Yang, J. Lee, Y. Kim, H. Cho, and Injung Kim, VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network, INTERSPEECH 2020.
Domestic Journal and Conferences
최진, 양진혁, 김인중, 생성적 적대 신경망과 데이터 확장을 이용한 딥러닝 기반 TTS 음질 개선, 정보과학회 논문지 vol. 26, no. 5, pp. 256-260, 2020
윤동휘, 권예성, 김경협, 박참진, 윤성결, 최은서, 김인중, 생성적 적대 신경망과 척도 학습을 지원하는 C++ 기반 오픈소스 딥러닝 프레임워크 WICWIU.v2, 정보과학회 논문지, vol. 26, no. 5, pp. 231-237, 2020
이민영, 전혜원, 김인중, 딥러닝 기반 실시간 인체 영상 분할 및 포즈 추정, 한국 정보과학회 컴퓨팅 종합학술대회(KCC), 2020
선한결, 이명희, 김인중, 차량 영상 데이터 확장을 위한 GAN 기반 시점 변환, 한국 정보과학회 컴퓨팅 종합학술대회(KCC), 2020
윤동휘, 이명희, 백주열, 김인중, 자율 주행차를 위한 딥러닝 기반 주행 가능 영역 검출, 한국 정보과학회 컴퓨팅 종합학술대회(KCC), 2020
J. Jeon and S. Hong, Improving Mutation-Based Fault Localization for Better Locating Omission Faults Using Coverage Change Information, Journal of KIISE, 47 (9), pp. 863-872, Sep 2020
H. Leem, H. Choe, H. Kim, S. Hong, CRESTIVE-DX: Design and Implementation of Distributed Concolic Testing Tool for Embedded Software, KIPS Transactions on Software and Data Engineering (KTSDE), 9 (8), pp. 229-234, Aug 2020
J. Jeon, S. Hong, Detecting Subtype Inconsistency Errors by Unit Test Cross-checking, Korean Congress of Computing (KCC), July 2020