• Agentic Artificial Intelligence in Software Quality Assurance: A Systematic Review of Methods and Impacts 

  Kodithuwaku, KT; Wedasinghe, N (2026-01)

  The increasing complexity of modern software systems has intensified the need for effective and efficient Software Quality Assurance (SQA) practices. Traditional SQA approaches often face limitations such as ambiguous ...

• A Systematic Review on A Knowledge-Distilled Multi-Task Learning Framework for Real Time Low-Light Face Detection 

  Kumarathunge, KKC; Samaraweera, WJ; Bandara, DMAD (2026-01)

  Real-time face detection in low-light conditions is critical for modern surveillance but faces significant challenges due to poor visibility and high noise. Traditional sequential pipelines often suffer from task ...

• Graph Neural Network Approaches for 3D Object Reconstruction: A Review of Methods, Benchmarks and Future Directions 

  Athukorala, DSN; Jayarathne, ASA; Naveen, WH; Samaraweera, WJ (2026-01)

  Graph neural networks (GNNs) have emerged as a powerful and versatile framework for 3D object reconstruction, offering a natural way to model irregular geometric relationships inherent in point clouds, meshes, and other ...

• End-to-End Evaluation of an Integrated Machine Learning-Based Drone Media Recovery Toolkit 

  Wickremasinghe, VDA; Siriwardana, D; Wijesooriya, A (2026-01)

  With the growing use of Unmanned Aerial Vehicles (UAVs), commonly known as drones, in both civilian and military contexts, the ability to recover and analyze deleted drone media has become critical for forensic investigations ...

• Development of A Smart Mirror System Based on Kansei Engineering for Enhanced User Experience 

  Amasha, DAN; Dilrukshi, SPS; Gamage, DB; Pinto, MCH; Kalansooriya, LP (2026-01)

  Smart devices have become an integral component of modern daily life due to their ability to interact, connect, and exchange information within intelligent environments. These emerging technologies have been followed by ...

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