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Sunny Gupta — most-cited papers & profile · Federated Learning
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Sunny Gupta
10
papers ·
4
citations
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Most-cited papers
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
2025 · 2 citations
FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
2024 · 2 citations
Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Models
2026
FedHypeVAE: Federated Learning with Hypernetwork Generated Conditional VAEs for Differentially Private Embedding Sharing
2026
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
2025
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
2025
Sequential Compression Layers for Efficient Federated Learning in Foundational Models
2024
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
2024
FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch
2024
Top co-authors
Navyansh Mahla
· 1
Topics
Federated Learning
Privacy
cs.AI
cs.LG
cs.CV
Optimization
Communication