Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform. - Kehelwala Dewage Gayan Maduranga; Kyle E. Helfrich; Qiang Ye 003 (AAAI, 2019)

NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization. - Sophia J. Abraham; Kehelwala Dewage Gayan Maduranga; Jeffery Kinnison; Jonathan D. Hauenstein; Walter J. Scheirer (ICCV (Workshops), 2023)

HomOpt: A Homotopy-Based Hyperparameter Optimization Method. - Sophia J. Abraham; Kehelwala D. G. Maduranga; Jeffery Kinnison; Zachariah Carmichael; Jonathan D. Hauenstein; Walter J. Scheirer (CoRR, 2023)

Symmetry-structured convolutional neural networks. - Kehelwala Dewage Gayan Maduranga; Vasily Zadorozhnyy; Qiang Ye 003 (Neural Comput. Appl., 2023)

Optimization of Actuarial Neural Networks with Response Surface Methodology. - Belguutei Ariuntugs; Kehelwala Dewage Gayan Maduranga (CoRR, 2024)

Utilizing RNN for Real-time Cryptocurrency Price Prediction and Trading Strategy Optimization. - Shamima Nasrin Tumpa; Kehelwala Dewage Gayan Maduranga (CoRR, 2024)

Curvature-Adaptive Learning Rate Optimizer: Theoretical Insights and Empirical Evaluation on Neural Network Training. - Kehelwala Dewage Gayan Maduranga (FLAIRS, 2025)

Advanced Hybrid RNN Architectures for Real-time Cryptocurrency Forecasting and Strategic Trading Optimization. - Kehelwala Dewage Gayan Maduranga; Shamima Nasrin Tumpa (FLAIRS, 2025)