Performance Analysis of Data Parallelism Technique in Machine Learning for Human Activity Recognition Using LSTM. - Tri D. T. Nguyen; Eui-Nam Huh; Jae Ho Park; Md. Imtiaz Hossain; Md. Delowar Hossain; Seung-Jin Lee; Jin Woong Jang; Seo Hui Jo; Luan N. T. Huynh; Trong Khanh Tran (CloudCom, 2019)

Orchestration-Based Task Offloading for Mobile Edge Computing in Small-Cell Networks. - Md. Delowar Hossain; Md. Abu Layek; Tangina Sultana; Md. Alamgir Hossain 001; Md. Imtiaz Hossain; Waqas ur Rahman; Yun Hwan Kim; Eui-Nam Huh (IJCCI, 2019)

Fast-D: When Non-Smoothing Color Feature Meets Moving Object Detection in Real-Time. - Md. Alamgir Hossain 001; Md. Imtiaz Hossain; Md. Delowar Hossain; Ngo Thien Thu; Eui-Nam Huh (IEEE Access, 2020)

Batch Entropy Supervised Convolutional Neural Networks for Feature Extraction and Harmonizing for Action Recognition. - Md. Imtiaz Hossain; Ashraf Siddique; Md. Alamgir Hossain 001; Md. Delowar Hossain; Eui-Nam Huh (IEEE Access, 2020)

Fuzzy Decision-Based Efficient Task Offloading Management Scheme in Multi-Tier MEC-Enabled Networks. - Md. Delowar Hossain; Tangina Sultana; Md. Alamgir Hossain 001; Md. Imtiaz Hossain; Luan N. T. Huynh; Junyoung Park 001; Eui-Nam Huh (Sensors, 2021)

NeuRes: Highly Activated Neurons Responses Transfer via Distilling Sparse Activation Maps. - Sharmen Akhter; Md. Imtiaz Hossain; Md. Delowar Hossain; Eui-Nam Huh (IEEE Access, 2022)

DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection. - Md. Alamgir Hossain 001; Md. Imtiaz Hossain; Md. Delowar Hossain; Eui-Nam Huh (Multim. Tools Appl., 2022)

Dynamic Task Offloading for Cloud-Assisted Vehicular Edge Computing Networks: A Non-Cooperative Game Theoretic Approach. - Md. Delowar Hossain; Tangina Sultana; Md. Alamgir Hossain 001; Md. Abu Layek; Md. Imtiaz Hossain; Phoo Pyae Sone; Ga-Won Lee 002; Eui-Nam Huh (Sensors, 2022)

ParaNet: A Single Blocked Network for Mobile Edge Computing Devices. - Sharmen Akhter; Md. Imtiaz Hossain; Md. Delowar Hossain; Choong Seon Hong; Eui-Nam Huh (ICOIN, 2023)

Multi-Person 3D Pose Estimation in Mobile Edge Computing Devices for Real-Time Applications. - Md. Imtiaz Hossain; Sharmen Akhter; Md. Delowar Hossain; Choong Seon Hong; Eui-Nam Huh (ICOIN, 2023)

Computation Offloading Strategy Based on Multi-armed Bandit Learning in Microservice-enabled Vehicular Edge Computing Networks. - Md. Delowar Hossain; Tangina Sultana; Sharmen Akhter; Md. Imtiaz Hossain; Ga-Won Lee 002; Choong Seon Hong; Eui-Nam Huh (ICOIN, 2023)

The role of microservice approach in edge computing: Opportunities, challenges, and research directions. - Md. Delowar Hossain; Tangina Sultana; Sharmen Akhter; Md. Imtiaz Hossain; Ngo Thien Thu; Luan N. T. Huynh; Ga-Won Lee 002; Eui-Nam Huh (ICT Express, 2023)

OCCL-Former: Data Augmentation Driven Occlusion-Aware Inter-Body Parts Relationship Learning for 3D Pose Estimation. - Md. Imtiaz Hossain; Sharmen Akhter; Sungjun Yang; Eui-Nam Huh (METAVERSE, 2024)

Robustness of Workload Forecasting Models in Cloud Data Centers: A White-Box Adversarial Attack Perspective. - Nosin Ibna Mahbub; Md. Delowar Hossain; Sharmen Akhter; Md. Imtiaz Hossain; Kimoon Jeong; Eui-Nam Huh (IEEE Access, 2024)

PURF: Improving teacher representations by imposing smoothness constraints for knowledge distillation. - Md. Imtiaz Hossain; Sharmen Akhter; Choong Seon Hong; Eui-Nam Huh (Appl. Soft Comput., 2024)

EnParaNet: a novel deep learning architecture for faster prediction using low-computational resource devices. - Sharmen Akhter; Md. Imtiaz Hossain; Md. Delowar Hossain; Choong Seon Hong; Eui-Nam Huh (Neural Comput. Appl., 2024)

Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation. - Md. Imtiaz Hossain; Sharmen Akhter; Choong Seon Hong; Eui-Nam Huh (ICLR, 2025)

Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion. - Md. Imtiaz Hossain; Sharmen Akhter; Nosin Ibna Mahbub; Choong Seon Hong; Eui-Nam Huh (Inf. Process. Manag., 2025)