Vasileios Tsouvalas

According to our database, Vasileios Tsouvalas authored at least 14 papers between 2022 and 2025.

Collaborative distances:

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

2025

Many-Task Federated Fine-Tuning via Unified Task Vectors.

Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia

CoRR, February, 2025

Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach.

Timo Fudala, Vasileios Tsouvalas, Nirvana Meratnia

CoRR, February, 2025

EncCluster: Scalable functional encryption in federated learning through weight clustering and probabilistic filters.

Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia

Pervasive Mob. Comput., 2025

2024

Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia

ACM Trans. Intell. Syst. Technol., April, 2024

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia

Proceedings of the IEEE International Conference on Acoustics, 2024

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks.

Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

DeltaMask: Minimizing Communication in Federated Fine-Tuning of Vision Foundation Models.

Vasileios Tsouvalas, Yuki M. Asano, Aaqib Saeed

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Federated Fine-Tuning of Foundation Models via Probabilistic Masking.

Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed

CoRR, 2023

Plug-and-Play Multilingual Few-shot Spoken Words Recognition.

Aaqib Saeed, Vasileios Tsouvalas

CoRR, 2023

On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition.

Raeshak King Gandhi, Vasileios Tsouvalas, Nirvana Meratnia

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

2022

Federated Self-training for Semi-supervised Audio Recognition.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi

ACM Trans. Embed. Comput. Syst., November, 2022

Federated Learning with Noisy Labels.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia

CoRR, 2022

Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning.

Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Self-Training for Data-Efficient Audio Recognition.

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi

Proceedings of the IEEE International Conference on Acoustics, 2022