| 2023 | Characterization of Memory Access in Deep Learning and Its Implications in Memory Management | 반효경 | Article |
| 2021 | Comprehensive Survey of Recent Drug Discovery Using Deep Learning | 김완규; 민동보 | Review |
| 2022 | Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks | 배호 | Article |
| 2020 | Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II | 최선아 | Article |
| 2023 | Deep Learning Accelerated Design of Mechanically Efficient Architected Materials | 이상륜 | Article |
| 2021 | Deep Learning-Based Differentiation between Mucinous Cystic Neoplasm and Serous Cystic Neoplasm in the Pancreas Using Endoscopic Ultrasonography | 박수현 | Article |
| 2020 | Deep Video Prediction Network-ased Inter-Frame Coding in HEVC | 강제원 | Article |
| 2021 | Detection of Muscle Activation during Resistance Training Using Infrared Thermal Imaging | 박수현 | Article |
| 2022 | DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification | 양대헌 | Article |
| 2021 | Dynamic Motion Estimation and Evolution Video Prediction Network | 강제원 | Article |
| 2024 | Evaluation of Malware Classification Models for Heterogeneous Data | 배호 | Article |
| 2020 | Evaluation of Surgical Skills during Robotic Surgery by Deep Learning-Based Multiple Surgical Instrument Tracking in Training and Actual Operations | 권형주 | Article |
| 2022 | Generation of Synthetic Compressional Wave Velocity Based on Deep Learning: A Case Study of Ulleung Basin Gas Hydrate in the Republic of Korea | 민배현 | Article |
| 2018 | Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction | 신경식 | Article |
| 2021 | Human Action Recognition: A Paradigm of Best Deep Learning Features Selection and Serial Based Extended Fusion | 용환승 | Article |
| 2023 | Interpretable Deep-Learning Approaches for Osteoporosis Risk Screening and Individualized Feature Analysis Using Large Population-Based Data: Model Development and Performance Evaluation | 이상화; 김진우 | Article |
| 2020 | Joint Demosaicing and Denoising Based on a Variational Deep Image Prior Neural Network | 윤정호; 정병선 | Article |
| 2021 | Learned FBF: Learning-Based Functional Bloom Filter for Key-Value Storage | 임혜숙 | Article |
| 2019 | Learning to Detect Cracks on Damaged Concrete Surfaces Using Two-Branched Convolutional Neural Network | 김희선; 강제원 | Article |
| 2019 | Machine Learning-Based Fast Banknote Serial Number Recognition Using Knowledge Distillation and Bayesian Optimization | 김정태 | Article |
| 2023 | MicroRNA Profiling of Fresh Lung Adenocarcinoma and Adjacent Normal Tissues from Ten Korean Patients Using miRNA-Seq | 안영호 | Article |
| 2023 | Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model | 강제원 | Article |
| 2022 | On the Confidence of Stereo Matching in a Deep-Learning Era: A Quantitative Evaluation | 민동보 | Article |
| 2023 | Performance Analysis of Container Effect in Deep Learning Workloads and Implications | 반효경 | Article |
| 2023 | Reduction of False Positives for Runtime Errors in C/C++ Software: A Comparative Study | 최병주; 박지현 | Article |
| 2019 | Regularized Auto-Encoder-Based Separation of Defects from Backgrounds for Inspecting Display Devices | 김정태 | Article |
| 2022 | RGB Channel Superposition Algorithm with Acetowhite Mask Images in a Cervical Cancer Classification Deep Learning Model | 주웅 | Article |
| 2022 | Robust Change Detection Using Channel-Wise co-Attention-Based Siamese Network With Contrastive Loss Function | 김정태 | Article |
| 2022 | Semantic Segmentation of Pancreatic Cancer in Endoscopic Ultrasound Images Using Deep Learning Approach | 박수현 | Article |
| 2023 | Spatial and Channel-Wise Co-Attention-Based Twin Network System for Inspecting Integrated Circuit Substrate | 김정태 | Article |
