Donald Shenaj

According to our database, Donald Shenaj authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation.

Donald Shenaj, Federico Errica, Antonio Carta

CoRR, March, 2026

K-Merge: Online Continual Merging of Adapters for On-device Large Language Models.

Donald Shenaj, Ondrej Bohdal, Taha Ceritli, Mete Ozay, Pietro Zanuttigh, Umberto Michieli

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

FedPromo: Federated Lightweight Proxy Models at the Edge Bring New Domains to Foundation Models.

Matteo Caligiuri, Francesco Barbato, Donald Shenaj, Umberto Michieli, Pietro Zanuttigh

CoRR, August, 2025

When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather.

Giulia Rizzoli, Matteo Caligiuri, Donald Shenaj, Francesco Barbato, Pietro Zanuttigh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation.

Donald Shenaj, Ondrej Bohdal, Mete Ozay, Pietro Zanuttigh, Umberto Michieli

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Adaptive Local Training in Federated Learning.

Donald Shenaj, Eugene Belilovsky, Pietro Zanuttigh

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers.

Giulia Rizzoli, Donald Shenaj, Pietro Zanuttigh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

2023

Federated Learning in Computer Vision.

Donald Shenaj, Giulia Rizzoli, Pietro Zanuttigh

IEEE Access, 2023

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning.

Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Asynchronous Federated Continual Learning.

Donald Shenaj, Marco Toldo, Alberto Rigon, Pietro Zanuttigh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Continual coarse-to-fine domain adaptation in semantic segmentation.

Donald Shenaj, Francesco Barbato, Umberto Michieli, Pietro Zanuttigh

Image Vis. Comput., 2022