Vasileios Tsouvalas

21 papers A 1B 1Misc 2Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	EFU: Enforcing Federated Unlearning via Functional Encryption. CIKM Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	J	`jnl`	EFU: Enforcing Federated Unlearning via Functional Encryption. CoRR Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	J	`jnl`	EncCluster: Scalable functional encryption in federated learning through weight clustering and probabilistic filters. Pervasive Mob. Comput. Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	J	`jnl`	Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach. CoRR Timo Fudala, Vasileios Tsouvalas, Nirvana Meratnia
2025	J	`jnl`	Many-Task Federated Fine-Tuning via Unified Task Vectors. CoRR Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2024	Misc	`conf`	Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2024	J	`jnl`	Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2024	B	`conf`	DeltaMask: Minimizing Communication in Federated Fine-Tuning of Vision Foundation Models. IEEE Big Data Vasileios Tsouvalas, Yuki M. Asano, Aaqib Saeed
2024	J	`jnl`	EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters. CoRR Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2024	—	`conf`	FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. EDGE Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2024	J	`jnl`	Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. ACM Trans. Intell. Syst. Technol. Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2023	J	`jnl`	FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2023	J	`jnl`	Federated Fine-Tuning of Foundation Models via Probabilistic Masking. CoRR Vasileios Tsouvalas, Yuki Asano, Aaqib Saeed
2023	—	`conf`	On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition. PerCom Workshops Raeshak King Gandhi, Vasileios Tsouvalas, Nirvana Meratnia
2023	J	`jnl`	Plug-and-Play Multilingual Few-shot Spoken Words Recognition. CoRR Aaqib Saeed, Vasileios Tsouvalas
2022	J	`jnl`	Federated Learning with Noisy Labels. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2022	Misc	`conf`	Federated Self-Training for Data-Efficient Audio Recognition. ICASSP Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
2022	J	`jnl`	Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
2022	—	`conf`	Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2022	J	`jnl`	Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2021	J	`jnl`	Federated Self-Training for Semi-Supervised Audio Recognition. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi