Sunbal Iftikhar

According to our database, Sunbal Iftikhar authored at least 5 papers between 2025 and 2026.

Collaborative distances:

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

2026

BiSegUNet: An Efficient Binary Convolution Network With Multi-Scale Feature Refinement for Semantic Segmentation.

Hassan Khan, Sunbal Iftikhar, Steven Davy, John G. Breslin

IEEE Access, 2026

2025

Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning.

Sunbal Iftikhar, Saeed Hamood Alsamhi, Steven Davy

IEEE Trans. Sustain. Comput., 2025

BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture.

Hassan Khan, Sunbal Iftikhar, Rory Ward, Steven Davy, John G. Breslin

IEEE Access, 2025

Sustainable AI: Sparse Backpropagation for Low-Carbon On-Device Training.

Sunbal Iftikhar, Hassan Khan, John G. Breslin, Steven Davy

Proceedings of the 11th International Conference on ICT for Sustainability, 2025

SustainFed-LLM: Renewable Energy Aware Client Selection for Energy Efficient Federated Training of Large Language Models.

Sunbal Iftikhar, Hassan Khan, Steven Davy

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025