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Umar Shoaib

University of Gujrat

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1

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0

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1

Publication activitypapers/week, last 8 weeks

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Frequent co-authors

Kiran Naseer (1)Samreen Azhar (1)Haroon Mahmood (1)Muhammad Awais (1)

Papers (1)

Sep 20, 2026

University of GujratSep 20, 2026·also Al Ain University, Qassim University

Perplexity Predicts Protection: Choosing Pretrained Backbones for Worst-Client Fairness in Federated Parameter-Efficient Fine-Tuning

Kiran Naseer, Samreen Azhar, Umar Shoaib +2

Recommendation & Information Retrieval