Links

Google Scholar (Prof. Yong-Goo Shin): Profile
GitHub: To be published

2025

Journal

• An Ultrathin, Cyano-Functionalized Copolymeric Memristor by iCVD Process for Driving Convolutional Neural Networks of High-Resolution Images (IF: 14.1, JCR: top 7.0%) — J. I. Kim, M. So, W. J. Wang, T. Kim, E. S. Jeong, K. Sim, H. Park, S. K. Kim, Y.-G. Shin, J. Choi, others. Advanced Science, pp. e11801.
• Construction and Optimization of Machine Learning Networks for Rail Surface Defect Detection — Y. Choi, H. Hyun, S. Oh, M. S. Park, Y.-G. Shin. Journal of the Korean Society for Railway, vol. 28, no. 8, pp. 783--801.
• GRB-Sty: Redesign of Generative Residual Block for StyleGAN (IF: 4.2, JCR: top 28.1%) — S. Park, Y.-G. Shin. ICT Express, vol. 11, no. 2, pp. 223--227.
• Transformer-based model for predicting length of stay in intensive care unit in sepsis patients (IF: 3.0, JCR: top 18.2%) — J. Kim, G.-H. Kim, J.-W. Kim, K. H. Kim, J.-Y. Maeng, Y.-G. Shin, S. Park. Frontiers in Medicine, vol. 11, pp. 1473533.

Conference

• CNN 기반 분변 이미지 분석을 통한 장 건강 평가 기술 — B.-S. Jang, M.-S. Park, Y.-G. Shin 2026 한국통신학회 하계학술대회.
• 시선 정보를 활용한 Transformer 기반 아동의 상동행동 분류 — H.-S. Kim, W.-J. Wang, E.-S. Park, Y.-G. Shin 2026 한국통신학회 하계학술대회.
• 유사도 가중치를 적용한 FSPGD 공격 성능 개선 — S.-E. Kwon, E.-S. Park, M.-S. Park, Y.-G. Shin 2026 한국통신학회 하계학술대회.
• ReRAM 뉴로모픽 소자의 안정적 학습을 위한 확률적 학습 기법 연구 — W.-J. Wang, S.-E. Kwon, E.-S. Park, M.-S. Park, Y.-G. Shin 2026 한국통신학회 하계학술대회.

2024

Journal

• A novel generator with auxiliary branch for improving gan performance (IF: 10.4, JCR: top 4.6%) — S. Park, Y.-G. Shin. IEEE Transactions on Neural Networks and Learning Systems.
• A unified framework to stereotyped behavior detection for screening Autism Spectrum Disorder (IF: 5.1, JCR: top 35.5%) — C.-H. Yoo, J.-H. Yoo, M.-K. Back, W.-J. Wang, Y.-G. Shin. Pattern Recognition Letters, vol. 186, pp. 156--163.
• Prognostic prediction of sepsis patient using transformer with skip connected token for tabular data (IF: 7.5, JCR: top 11.3%) — J.-W. Choi, M. Yang, J.-W. Kim, Y. M. Shin, Y.-G. Shin, S. Park. Artificial Intelligence in Medicine, vol. 149, pp. 102804.
• Rethinking image skip connections in stylegan2 (IF: 10.4, JCR: top 4.6%) — S. Park, Y.-G. Shin. IEEE Transactions on Neural Networks and Learning Systems.

Conference

2023

Journal

• Effective shortcut technique for generative adversarial networks (IF: 5.02, JCR: top 31.38%) — S. Park, C.-H. Yoo, Y.-G. Shin. Applied Intelligence, vol. 53, no. 2, pp. 2055--2067.
• Image generation with self pixel-wise normalization (IF: 5.02, JCR: top 31.38%) — Y.-J. Yeo, M.-C. Sagong, S. Park, S.-J. Ko, Y.-G. Shin. Applied Intelligence, vol. 53, no. 8, pp. 9409--9423.

Conference

• A bert-based artificial intelligence to analyze free-text clinical notes for binary classification in papillary thyroid carcinoma recurrence — J. Nam, J.-W. Choi, Y.-G. Shin, S. Park. 2023 IEEE International Conference on Consumer Electronics (ICCE), pp. 1--2.
• Structured medical dataset analysis tool based on ChatGPT — J. Park, J. Nam, J. Choi, Y.-G. Shin, S. Park. 2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN), pp. 837--842.

2022

Journal

• Conditional convolution projecting latent vectors on condition-specific space (IF: 10.45, JCR: top 2.27%) — M.-C. Sagong, Y.-J. Yeo, Y.-G. Shin, S.-J. Ko. IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 1, pp. 1386--1393.
• Generative convolution layer for image generation (IF: 8.05, JCR: top 8.97%) — S. Park, Y.-G. Shin. Neural Networks, vol. 152, pp. 370--379.
• Generative residual block for image generation (IF: 5.09, JCR: top 24.82%) — S. Park, Y.-G. Shin. Applied Intelligence, vol. 52, no. 7, pp. 7808--7817.
• PConv: simple yet effective convolutional layer for generative adversarial network (IF: 5.61, JCR: top 21.94%) — S. Park, Y.-J. Yeo, Y.-G. Shin. Neural Computing and Applications, vol. 34, no. 9, pp. 7113--7124.

Conference

• Improved Generative Convolution Method for Image Generation — S. Park, M.-U. Yang, G.-H. Kim, J.-E. Im, K.-H. Kim, Y.-G. Shin. 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), pp. 546--551.

2021

Journal

• Simple yet effective way for improving the performance of GAN (IF: 10.45, JCR: top 2.27%) — Y.-J. Yeo, Y.-G. Shin, S. Park, S.-J. Ko. IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 4, pp. 1811--1818.

2020

Journal

• Detail restoration and tone mapping networks for x-ray security inspection (IF: 3.37, JCR: top 34.25%) — H.-Y. Kim, S. Park, Y.-G. Shin, S.-W. Jung, S.-J. Ko. IEEE Access, vol. 8, pp. 197473--197483.
• Fast and accurate 3D hand pose estimation via recurrent neural network for capturing hand articulations (IF: 3.37, JCR: top 34.25%) — C.-H. Yoo, S. Ji, Y.-G. Shin, S.-W. Kim, S.-J. Ko. IEEE Access, vol. 8, pp. 114010--114019.
• Pepsi++: Fast and lightweight network for image inpainting (IF: 10.45, JCR: top 2.27%) — Y.-G. Shin, M.-C. Sagong, Y.-J. Yeo, S.-W. Kim, S.-J. Ko. IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 1, pp. 252--265.
• Simple yet effective way for improving the performance of depth map super-resolution (IF: 3.11, JCR: top 38.28%) — Y.-J. Yeo, M.-C. Sagong, Y.-G. Shin, S.-W. Jung, S.-J. Ko. IEEE Signal Processing Letters, vol. 27, pp. 2099--2103.
• Simple yet effective way for improving the performance of lossy image compression (IF: 3.11, JCR: top 38.28%) — Y.-J. Yeo, Y.-G. Shin, M.-C. Sagong, S.-W. Kim, S.-J. Ko. IEEE Signal Processing Letters, vol. 27, pp. 530--534.

Conference

• Self-attentive normalization for automated gleason grading system — H.-K. Shin, S.-H. Hong, Y.-J. Choi, Y.-G. Shin, S. Park, S.-J. Ko. 2020 IEEE REGION 10 CONFERENCE (TENCON), pp. 1101--1105.

2019

Journal

• Context-aware encoding for clothing parsing (IF: 1.31) — C.-H. Yoo, Y.-G. Shin, S.-W. Kim, S.-J. Ko. Electronics Letters, vol. 55, no. 12, pp. 692--693.
• Contrast enhancement using sensitivity model-based sigmoid function (IF: 3.37, JCR: top 34.25%) — S. Park, Y.-G. Shin, S.-J. Ko. IEEE Access, vol. 7, pp. 161573--161583.
• Unsupervised deep contrast enhancement with power constraint for OLED displays (IF: 13.7, JCR: top 2.2%) — Y.-G. Shin, S. Park, Y.-J. Yeo, M.-J. Yoo, S.-J. Ko. IEEE Transactions on Image Processing, vol. 29, pp. 2834--2844.

Conference

• Deep fashion recommendation system with style feature decomposition — Y.-G. Shin, Y.-J. Yeo, M.-C. Sagong, S. Ji, S.-J. Ko. 2019 IEEE 9th International Conference on Consumer Electronics (ICCE-Berlin), pp. 301--305.
• Pepsi: Fast image inpainting with parallel decoding network — M.-C. Sagong, Y.-G. Shin, S.-W. Kim, S. Park, S.-J. Ko. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 11360--11368.

2018

Conference

• Adversarial context aggregation network for low-light image enhancement — Y.-G. Shin, M.-C. Sagong, Y.-J. Yeo, S.-J. Ko. 2018 Digital Image Computing: Techniques and Applications (DICTA), pp. 1--5.

2017

Conference

• A novel burn-in potential region detection method using image processing technique — Y.-G. Shin, D.-H. Lee, M.-C. Kang, J. Lee, S.-J. Ko. 2017 IEEE International Conference on Consumer Electronics (ICCE), pp. 215--216.

2016

Journal

• Remote eye-gaze tracking method robust to the device rotation (IF: 1.2) — S.-T. Kim, K.-A. Choi, Y.-G. Shin, M.-C. Kang, S.-J. Ko. Optical Engineering, vol. 55, no. 8, pp. 083108--083108.

2015

Journal

• A novel single IR light based gaze estimation method using virtual glints (IF: 2.9) — Y.-G. Shin, K.-A. Choi, S.-T. Kim, S.-J. Ko. IEEE Transactions on Consumer Electronics, vol. 61, no. 2, pp. 254--260.

Conference

• A novel 2-D mapping-based remote eye gaze tracking method using two IR light sources — Y.-G. Shin, K.-A. Choi, S.-T. Kim, C.-H. Yoo, S.-J. Ko. 2015 IEEE International Conference on Consumer Electronics (ICCE), pp. 190--191.
• A novel iris center localization based on circle fitting using radially sampled features — S.-T. Kim, K.-A. Choi, Y.-G. Shin, S.-J. Ko. 2015 International Symposium on Consumer Electronics (ISCE), pp. 1--2.
• Camera-based color calibration method for multiple flat-panel display system — J.-Y. Jung, S. Park, C.-H. Yoo, Y.-G. Shin, S.-J. Ko. 2015 IEEE International Conference on Consumer Electronics (ICCE), pp. 90--91.