| Method and apparatus for learning activated neurons responses transfer using sparse activation maps in knowledge distillation EN Huh, HK Jo, S Akhter, MI Hossain US Patent App. 18/539,431, 2024 | | 2024 |
| Min-max Decoding Error Probability Optimization in RIS-Aided Hybrid TDMA-NOMA Networks THT Le, YK Tun, NT Thu, LV Nguyen, EN Huh IEEE Access, 2024 | | 2024 |
| PURF: Improving teacher representations by imposing smoothness constraints for knowledge distillation MI Hossain, S Akhter, CS Hong, EN Huh Applied Soft Computing 159, 111579, 2024 | | 2024 |
| Method for learning artificial neural network based knowledge distillation and computing device for executing the same EN Huh, S Akhter, YR Seo US Patent App. 18/543,075, 2024 | | 2024 |
| Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach YM Park, SS Hassan, YK Tun, EN Huh, W Saad, CS Hong arXiv preprint arXiv:2406.13280, 2024 | | 2024 |
| EnParaNet: a novel deep learning architecture for faster prediction using low-computational resource devices S Akhter, MI Hossain, MD Hossain, CS Hong, EN Huh Neural Computing and Applications, 1-25, 2024 | | 2024 |
| Feature Subset Selection for High-Dimensional, Low Sampling Size Data Classification Using Ensemble Feature Selection With a Wrapper-Based Search AK Mandal, M Nadim, H Saha, T Sultana, MD Hossain, EN Huh IEEE Access, 2024 | | 2024 |
| Robustness of Workload Forecasting Models in Cloud Data Centers: A White-Box Adversarial Attack Perspective NI Mahbub, MD Hossain, S Akhter, MI Hossain, K Jeong, EN Huh IEEE Access, 2024 | 1 | 2024 |
| DevoX: Deep Voice Detection MLOps Framework for Crime Prevention in the Core-Edge Cloud Y Seo, H Jo, S Roh, TJ Sun, SW Jeong, HH Kim, TT Ngo, EN Huh 2024 International Conference on Information Networking (ICOIN), 678-682, 2024 | | 2024 |
| BalanceNet Orchestrator: A KQV-based Dynamic Task Allocation for Distributed Deep Learning TJ Sun, TT Ngo, EN Huh 2024 International Conference on Information Networking (ICOIN), 385-390, 2024 | | 2024 |
| A Faster Multi-Cloud Provisioning Framework for Microservice Users SW Jeong, EN Huh 2024 IEEE International Conference on Consumer Electronics (ICCE), 1-4, 2024 | 1 | 2024 |
| GERRS: Removing Ghost Effects from Real-World Scenarios in 3D Pose Estimation via Zero-shot Inference Approach MI Hossain, S Akhter, MNI Mahbub, MD Hossain, S Yang, EN Huh 2023 International Conference on Computational Science and Computational …, 2023 | | 2023 |
| Enhancing Cloud Service Failure Prediction Via Temporal Relationship Distillation S Akhter, MI Hossain, MD Hossain, NI Mahbub, EN Huh 2023 International Conference on Computational Science and Computational …, 2023 | | 2023 |
| A Block-Structured Optimization Approach for Data Sensing and Computing in Vehicle-Assisted Edge Computing Networks LNT Huynh, MD Hossain, QV Pham, YK Tun, EN Huh IEEE Sensors Journal, 2023 | | 2023 |
| A proposed new endpoint detection and response with image-based malware detection system TH Hai, V Van Thieu, TT Duong, HH Nguyen, EN Huh IEEE Access 11, 122859-122875, 2023 | 3 | 2023 |
| Content-aware QoE optimization in MEC-assisted Mobile video streaming W Rahman, EN Huh Multimedia Tools and Applications 82 (27), 42053-42085, 2023 | 2 | 2023 |
| MetaFed: Population-Based Meta Federated Learning Framework for Edge Intelligence K Thar, SR Pandey, M Gidlund, SF Abedin, EN Huh, SB Park, CS Hong Authorea Preprints, 2023 | | 2023 |
| Intelligent Omni Surface-Assisted Cell-Free Massive MIMO System for 6G Wireless Network A Adhikary, AD Raha, Y Qiao, GF Ejigu, SM Kang, EN Huh, CS Hong 2023 International Conference on Advanced Technologies for Communications …, 2023 | 6 | 2023 |
| Multi-Still: A lightweight Multi-modal Cross Attention Knowledge Distillation method for the Real-Time Emotion Recognition Service in Edge-to-Cloud Continuum HK Jo, Y Seo, CS Hong, EN Huh 2023 International Conference on Advanced Technologies for Communications …, 2023 | | 2023 |
| From Complexity to Clarity: Failure Prediction in Cloud with Hyperparameter-Tuned XGBoost and Explainable AI MNI Mahbub, MD Hossain, S Akhter, MI Hossain, J Park, EN Huh 한국통신학회 인공지능 학술대회 논문집, 429-430, 2023 | | 2023 |
