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Haris Vikalo — most-cited papers & profile · Federated Learning
← authors
·
overview
Haris Vikalo
14
papers ·
77
citations ·
33
h-index
The University of Texas at Austin
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Semantic Scholar ↗
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Most-cited papers
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints
2022 · 57 citations
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
2023 · 11 citations
Federating Recommendations Using Differentially Private Prototypes
2020 · 3 citations
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
2023 · 2 citations
Communication-Efficient Federated Learning via Optimal Client Sampling
2020 · 1 citations
Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data
2022 · 1 citations
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices
2023 · 1 citations
Recovering Labels from Local Updates in Federated Learning
2024 · 1 citations
FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
2026
Federated Self-Supervised Learning for Automatic Modulation Classification under Non-IID and Class-Imbalanced Data
2025
Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data
2025
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications
2021
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better
2021
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity
2023
Top co-authors
Huancheng Chen
· 5
Yiyue Chen
· 3
Chianing Wang
· 2
Monica Ribero
· 2
Usman Akram
· 2
Christine Julien
· 1
Dongjun Kim
· 1
Gustavo de Veciana
· 1
Haoran Zhang
· 1
Jette Henderson
· 1
Jie Hua
· 1
Johnny (Chaining) Wang
· 1
Topics
Federated Learning
Data Heterogeneity
Communication
Privacy
Optimization
Edge Computing