An Approach to Assess Air Quality using Deep Learning with BRB. - Asfia Kawnine; Zinnia Sultana; Lutfun Nahar (AICCC, 2021)

Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment. - Atah Nuh Mih; Alireza Rahimi; Asfia Kawnine; Francis Palma; Monica Wachowicz; Rickey Dubay; Hung Cao (Canadian AI, 2024)

Evaluating Multi-Global Server Architecture for Federated Learning. - Asfia Kawnine; Hung Cao; Atah Nuh Mih; Monica Wachowicz (ICCE, 2024)

ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights. - Atah Nuh Mih; Hung Cao; Asfia Kawnine; Monica Wachowicz (ICCE, 2024)

Developing a Resource-Constraint EdgeAI model for Surface Defect Detection. - Atah Nuh Mih; Hung Cao; Asfia Kawnine; Monica Wachowicz (CoRR, 2024)

An Adaptive Indoor Localization Approach Using WiFi RSSI Fingerprinting with SLAM-Enabled Robotic Platform and Deep Neural Networks. - Seyed Alireza Rahimi Azghadi; Atah Nuh Mih; Asfia Kawnine; Monica Wachowicz; Francis Palma; Hung Cao (CoRR, 2024)

Encoded Spatial Attribute in Multi-Tier Federated Learning. - Asfia Kawnine; Francis Palma; Seyed Alireza Rahimi Azghadi; Hung Cao (ICCE, 2025)