Hülya Seferoğlu

University of Illinois Chicago — United States

Computer Science · Physical Sciences

17h-index1.3kcitations122works1.72yr avg
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Research Topics

Cooperative Communication and Network Coding(49), Advanced Wireless Network Optimization(32), Wireless Networks and Protocols(28), Stochastic Gradient Optimization Techniques(22), Privacy-Preserving Technologies in Data(20)

Publications122 total

Efficient and Privacy-Preserving Binary Dot Product via Multi-Party Computation
arXiv (Cornell University)·2025Open Access
Model-Distributed Inference for Large Language Models at the Edge
2025· 1 cited
Priority-Aware Model-Distributed Inference at Edge Networks
2025· 2 cited
Model-Distributed Inference for Large Language Models at the Edge
arXiv (Cornell University)·2025Open Access
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip
arXiv (Cornell University)·2025Open Access
Priority-Aware Model-Distributed Inference at Edge Networks
arXiv (Cornell University)·2024Open Access
Privacy-Preserving Hierarchical Model-Distributed Inference
2024· 2 cited
Early-Exit meets Model-Distributed Inference at Edge Networks
arXiv (Cornell University)·2024Open Access
Privacy-Preserving Hierarchical Model-Distributed Inference
arXiv (Cornell University)·2024Open Access
Early-Exit Meets Model-Distributed Inference at Edge Networks
2024· 4 cited
Improved Generalization Bounds for Communication Efficient Federated Learning
arXiv (Cornell University)·2024Open Access
DIGEST: Fast and Communication Efficient Decentralized Learning With Local Updates
IEEE Transactions on Machine Learning in Communications and Networking·2024· 11 citedOpen Access
Efficient Coded Multi-Party Computation at Edge Networks
IEEE Transactions on Information Forensics and Security·2023· 3 citedOpen Access
DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates
arXiv (Cornell University)·2023Open Access
Random Walking Snakes for Decentralized Learning at Edge Networks
2023· 5 cited
Model-Distributed Inference in Multi-Source Edge Networks
2023· 9 cited
Efficient Coded Multi-Party Computation at Edge Networks
arXiv (Cornell University)·2023Open Access
Adaptive and Resilient Model-Distributed Inference in Edge Computing Systems
IEEE Open Journal of the Communications Society·2023· 17 citedOpen Access
REDIT: Resilient Distributed Text-to-Speech at Edge Networks
GLOBECOM 2022 - 2022 IEEE Global Communications Conference·2022
Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks
2022· 3 cited
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Frequent Co-authors

Athina Markopoulou(18), Yuxuan Xing(8), Erdem Koyuncu(7), Lorenzo Keller(6), Blerim Cici(6), Yasaman Keshtkarjahromi(6), Christina Fragouli(5), Anh Le(4), K. K. Ramakrishnan(4), Eytan Modiano(4), Pengzhen Li(4), Salim El Rouayheb(4), Y. Altunbasak(3), Özgür Gürbüz(3), Özgür Erçetin(3), Ulaş C. Kozat(3), Venkat Dasari(3), Jiachen Chen(2), Murat Yüksel(2), Rawad Bitar(2)