OC-SMOTE-NN: A Deep Learning-based Approach for Imbalanced Classification. - Navodika Karunasingha; Buddhi G. Jayasekara; Asela Hevapathige (CCWC, 2023)

Uplifting the Expressive Power of Graph Neural Networks through Graph Partitioning. - Asela Hevapathige; Qing Wang (CoRR, 2023)

DeepSN: A Sheaf Neural Framework for Influence Maximization. - Asela Hevapathige; Qing Wang; Ahad N. Zehmakan (AAAI, 2025)

Deep Learning Meets Oversampling: A Learning Framework to Handle Imbalanced Classification. - Sukumar Kishanthan; Asela Hevapathige (CoRR, 2025)

Depth-Adaptive Graph Neural Networks via Learnable Bakry-'Emery Curvature. - Asela Hevapathige; Ahad N. Zehmakan; Qing Wang (CoRR, 2025)