Shanika Iroshi Nanayakkara

According to our database, Shanika Iroshi Nanayakkara authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Modeling Deep Unfolded Quantum Machine Learning Framework.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

IEEE Trans. Artif. Intell., January, 2026

Fidelity-Aware Angular Aggregation for Quantum Federated Learning over Noisy Entanglement.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

Proceedings of the 40th International Conference on Information Networking, 2026

2025

A2G-QFL: Adaptive Aggregation with Two Gains in Quantum Federated learning.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

CoRR, December, 2025

New Insights on Unfolding and Fine-tuning Quantum Federated Learning.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

CoRR, June, 2025

2024

Understanding global aggregation and optimization of federated learning.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel, Gang Li

Future Gener. Comput. Syst., 2024

2023

Improving Federated Aggregation with Deep Unfolding Networks.

Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel, Gang Li

CoRR, 2023