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Vasileios Tsouvalas — most-cited papers & profile · Federated Learning
← authors
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overview
Vasileios Tsouvalas
10
papers ·
5
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning
2022 · 36 citations
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation
2024 · 15 citations
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels
2022 · 2 citations
Federated Fine-Tuning of Foundation Models via Probabilistic Masking
2023 · 1 citations
EFU: Enforcing Federated Unlearning via Functional Encryption
2025
Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach
2025
Many-Task Federated Fine-Tuning via Unified Task Vectors
2025
Federated Self-Training for Semi-Supervised Audio Recognition
2021
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks
2023
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters
2024
Top co-authors
Tanir Ozcelebi
· 7
Nirvana Meratnia
· 6
Aaqib Saeed
· 4
Ali Balador
· 2
Francesco Flammini
· 2
Samaneh Mohammadi
· 2
and Nirvana Meratnia
· 1
Iraklis Symeonidis
· 1
Saeed Khalilian
· 1
Tanir Ozcelebi and Nirvana Meratnia
· 1
Timo Fudala
· 1
Yuki Asano
· 1
Topics
Federated Learning
Privacy
Communication
cs.CR
cs.DC
cs.LG
Edge Computing
Encryption