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Papers matching “network heterogeneity” 67

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Heterogeneous Structured Pruning Under Resource Constraints for Hardware-Efficient Large Language Models
2026 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Cameron Barker, Andreas Paraskeva, Jan N. van Rijn, Elliot J. Crowley, Henry Gouk

0

citations
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge
2021 IEEE Access article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni

9

citations
Sharing Distributed and Heterogeneous Resources toward End-to-End 5G Networks: A Comprehensive Survey and a Taxonomy
2020 IEEE Communications Surveys & Tutorials article Computer Science Software-Defined Networks and 5G Open access cited by 3 patents

Nina Slamnik–Kriještorac, Haris Kremo, Marco Ruffini, Johann M. Márquez-Barja

66

citations
Software Compilation and Optimization Techniques for Heterogeneous Multi‐core Platforms
2021 other Computer Science Embedded Systems Design Techniques

Weihua Sheng, Jerónimo Castrillón, Rainer Leupers

3

citations
Data variation-aware medical image segmentation
2022 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access

Arkadiy Dushatskiy, Gerry J. Lowe, Peter A. N. Bosman, Tanja Alderliesten

1

citations
Data variation-aware medical image segmentation
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Arkadiy Dushatskiy, Gerry J. Lowe, Peter A. N. Bosman, Tanja Alderliesten

0

citations
Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing
2021 Clinical Pharmacology & Therapeutics article Computer Science Machine Learning in Healthcare Open access

Teun van Gelder, Alexander A. T. M. M. Vinks

25

citations
An Architecture for Experiments in Networked Control Systems
2022 preprint Computer Science Distributed Control Multi-Agent Systems Open access

Maximilian Kloock, Patrick Scheffe, Ole Greß, Bassam Alrifaee

7

citations
X-on-X: Distributed Parallel Virtual Platforms for Heterogeneous Systems
2022 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Embedded Systems Design Techniques

Lukas Jünger, Simon Winther, Rainer Leupers

0

citations
Swarm Learning for decentralized and confidential clinical machine learning
2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents

Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more

901

citations
A survey of deep meta-learning
2021 Artificial Intelligence Review article Computer Science Domain Adaptation and Few-Shot Learning Open access

377

citations
A survey of deep meta-learning
2021 Data Archiving and Networked Services (DANS) article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Jan N. van Rijn, Aske Plaat

322

citations
A Deep-Learning-Computed Cancer Score for the Identification of Human Hepatocellular Carcinoma Area Based on a Six-Colour Multiplex Immunofluorescence Panel
2023 Cells article Computer Science AI in cancer detection Open access

Axel Dievernich, Johannes Stegmaier, Pascal Achenbach, Svetlana Warkentin, Till A. Braunschweig, Ulf P. Neumann, +1 more

6

citations
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring
2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access

Christian Internò, Elena Raponi, Markus Olhofer, Thomas Bäck, Yaochu Jin, Barbara Hammer

2

citations
Scaling Shared Memory Multiprocessing Applications in Non-cache-coherent Domains
2020 ACM International Systems and Storage Conference (SYSTOR) conference-paper Computer Science Parallel Computing and Optimization Techniques

Ho-Ren Chuang, Robert Lyerly, Stefan Lankes, Binoy Ravindran

2

citations
Joint Communication Scheduling and Resource Allocation for Distributed Edge Learning: Seamless Integration in Next-Generation Wireless Networks
2025 IEEE Transactions on Wireless Communications article Computer Science IoT and Edge/Fog Computing Open access

Paul Zheng, Navid Keshtiarast, Pradyumna Kumar Bishoyi, Yao Lin Zhu, Yulin Hu, Marina Petrova, +1 more

2

citations
INCOST - Intelligent Construction Site Task Scheduler
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Pranav Shevkar, Görkem Can Ertemli, Sigrid Brell‐Çokcan

0

citations
INCOST - Intelligent Construction Site Task Scheduler
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Pranav Shevkar, Görkem Can Ertemli, Sigrid Brell‐Çokcan

0

citations
Securing Wireless Communication in Critical Infrastructure: Challenges and Opportunities
2023 arXiv (Cornell University) preprint Computer Science Cybersecurity and Information Systems Open access

Jörn Bodenhausen, Christian Sorgatz, Thomas Vogt, Kolja Grafflage, Sebastian Rötzel, Michael Rademacher, +1 more

0

citations
SHMoAReg: Spark Deformable Image Registration via Spatial Heterogeneous Mixture of Experts and Attention Heads
2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Medical Image Segmentation Techniques

Jianhui Feng, Tianran Li, Marius Staring, Yuchuan Qiao

0

citations
Generalizable lower-limb muscle MRI segmentation and quantification on heterogeneous multisite datasets
2026 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

José Verdú-Díaz, Carla Bolano-Diaz, A. Gonzalez-Chamorro, S. Fitzsimmons, Longdan Hao, Stephen Wandera, +90 more

0

citations
Comparative evaluation of CNN and ViT architectures for the petrographic classification of Levantine ceramic micrographs
2026 ACTA IMEKO article Computer Science Image Processing and 3D Reconstruction Open access

Sara Capriotti, Donatella Genovese, Alessio Devoto, Kamal Badreshany, Dennis Braekmans, Silvano Mignardi, +2 more

0

citations
PASTA-ELN: Simplifying Research Data Management for Experimental Materials Science
2026 RWTH Publications (RWTH Aachen) article Computer Science Research Data Management Practices Open access

Steffen Brinckmann, Georg Winkens, Ruth Schwaiger

0

citations
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

0

citations
Automated Exploration and Implementation of Distributed CNN Inference at the Edge
2023 IEEE Internet of Things Journal article Computer Science IoT and Edge/Fog Computing Open access

Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov

48

citations