Stratis Ioannidis

Stratis Ioannidis

North Eastern University

H-index: 41

Asia-Thailand

About Stratis Ioannidis

Stratis Ioannidis, With an exceptional h-index of 41 and a recent h-index of 33 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of distributed systems, big data, privacy, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Omni-CNN: A Modality-Agnostic Neural Network for Mmwave Beam Selection

Fair Concurrent Training of Multiple Models in Federated Learning

T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge

Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics

Discrepancies in Diagnosis of Treatment-Requiring Retinopathy of Prematurity

Multiverse at the edge: Interacting real world and digital twins for wireless beamforming

Online Submodular Maximization via Online Convex Optimization

SmoothHess: ReLU Network Feature Interactions via Stein's Lemma

Stratis Ioannidis Information

University

Position

___

Citations(all)

6850

Citations(since 2020)

4960

Cited By

3333

hIndex(all)

41

hIndex(since 2020)

33

i10Index(all)

98

i10Index(since 2020)

84

Email

University Profile Page

North Eastern University

Google Scholar

View Google Scholar Profile

Stratis Ioannidis Skills & Research Interests

distributed systems

big data

privacy

machine learning

Top articles of Stratis Ioannidis

Title

Journal

Author(s)

Publication Date

Omni-CNN: A Modality-Agnostic Neural Network for Mmwave Beam Selection

IEEE Transactions on Vehicular Technology

Batool Salehi

Debashri Roy

Tong Jian

Chris Dick

Stratis Ioannidis

...

2024/1/11

Fair Concurrent Training of Multiple Models in Federated Learning

arXiv preprint arXiv:2404.13841

Marie Siew

Haoran Zhang

Jong-Ik Park

Yuezhou Liu

Yichen Ruan

...

2024/4/22

T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge

arXiv preprint arXiv:2401.04837

Mauro Belgiovine

Joshua Groen

Miquel Sirera

Chinenye Tassie

Ayberk Yarkin Yildiz

...

2024/1/9

Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics

arXiv preprint arXiv:2404.10091

Ming Xiang

Stratis Ioannidis

Edmund Yeh

Carlee Joe-Wong

Lili Su

2024/4/15

Discrepancies in Diagnosis of Treatment-Requiring Retinopathy of Prematurity

Ophthalmology Retina

Thanh-Tin P Nguyen

Benjamin K Young

Aaron Coyner

Susan Ostmo

RV Paul Chan

...

2024/1/1

Multiverse at the edge: Interacting real world and digital twins for wireless beamforming

IEEE/ACM Transactions on Networking

Batool Salehi

Utku Demir

Debashri Roy

Suyash Pradhan

Jennifer Dy

...

2024/3/25

Online Submodular Maximization via Online Convex Optimization

Proceedings of the AAAI Conference on Artificial Intelligence

Tareq Si Salem

Gözde Özcan

Iasonas Nikolaou

Evimaria Terzi

Stratis Ioannidis

2024/3/24

SmoothHess: ReLU Network Feature Interactions via Stein's Lemma

Advances in Neural Information Processing Systems

Max Torop

Aria Masoomi

Davin Hill

Kivanc Kose

Stratis Ioannidis

...

2024/2/13

Gateway Entities in Problematic Trajectories

Xi Leslie Chen

Abhratanu Dutta

Sindhu Ernala

Stratis Ioannidis

Shankar Kalyanaraman

...

2023/4/30

Association of biomarker-based artificial intelligence with risk of racial bias in retinal images

JAMA ophthalmology

Aaron S Coyner

Praveer Singh

James M Brown

Susan Ostmo

RV Paul Chan

...

2023/6/1

Cache-Enabled Federated Learning Systems

Yuezhou Liu

Lili Su

Carlee Joe-Wong

Stratis Ioannidis

Edmund Yeh

...

2023/10/23

Explanations of black-box models based on directional feature interactions

arXiv preprint arXiv:2304.07670

Aria Masoomi

Davin Hill

Zhonghui Xu

Craig P Hersh

Edwin K Silverman

...

2023/4/16

Jointly optimal routing and caching with bounded link capacities

Yuanyuan Li

Yuchao Zhang

Stratis Ioannidis

Jon Crowcroft

2023/5/28

Accelerating Garbled Circuits in the Open Cloud Testbed with Multiple Network-Attached FPGAs

Kai Huang

Mehmet Gungor

Suranga Handagala

Stratis Ioannidis

Miriam Leeser

2023/9/25

Graph transfer learning

Knowledge and Information Systems

Andrey Gritsenko

Kimia Shayestehfard

Yuan Guo

Armin Moharrer

Jennifer Dy

...

2023/4

Stochastic submodular maximization via polynomial estimators

Gözde Özcan

Stratis Ioannidis

2023/5/25

Joint Optimization of Storage and Transmission via Coding Traffic Flows for Content Distribution

Derya Malak

Yuanyuan Li

Stratis Ioannidis

Edmund M Yeh

Muriel Médard

2023/8/24

Experimental design networks: A paradigm for serving heterogeneous learners under networking constraints

IEEE/ACM Transactions on Networking

Yuanyuan Li

Yuezhou Liu

Lili Su

Edmund Yeh

Stratis Ioannidis

2023/2/22

Communication-aware DNN pruning

Tong Jian

Debashri Roy

Batool Salehi

Nasim Soltani

Kaushik Chowdhury

...

2023/5/17

Towards bias correction of fedavg over nonuniform and time-varying communications

Ming Xiang

Stratis Ioannidis

Edmund Yeh

Carlee Joe-Wong

Lili Su

2023/12/13

See List of Professors in Stratis Ioannidis University(North Eastern University)

Co-Authors

H-index: 66
Jayashree Kalpathy-Cramer

Jayashree Kalpathy-Cramer

Harvard University

H-index: 65
Deniz Erdogmus

Deniz Erdogmus

North Eastern University

H-index: 56
Kaushik Chowdhury

Kaushik Chowdhury

North Eastern University

H-index: 55
Jennifer Dy

Jennifer Dy

North Eastern University

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