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Muhammad Sohail — most-cited papers & profile · Federated Learning
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Muhammad Sohail
4
papers ·
0
citations ·
18
h-index
Lahore University of Management Sciences
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Semantic Scholar ↗
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Most-cited papers
QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality
2025
Progressive Size-Adaptive Federated Learning: A Comprehensive Framework for Heterogeneous Multi-Modal Data Systems
2025
SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks
2025
Top co-authors
Nauman Ali Khan
· 3
Sajid Hussain
· 3
and Ihtesham ul Islam
· 1
Naima Iltaf
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy