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06/08/2023
Octree-based hierarchical sampling optimization for the volumetric super-resolution of scientific data
When introducing physics-constrained deep learning solutions to the volu...
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04/11/2023
GraphGANFed: A Federated Generative Framework for Graph-Structured Molecules Towards Efficient Drug Discovery
Recent advances in deep learning have accelerated its use in various app...
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10/19/2022
Latency Aware Semi-synchronous Client Selection and Model Aggregation for Wireless Federated Learning
Federated learning (FL) is a collaborative machine learning framework th...
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08/30/2022
Deep Reinforcement Learning for Online Latency Aware Workload Offloading in Mobile Edge Computing
Owing to the resource-constrained feature of Internet of Things (IoT) de...
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12/24/2021
Backhaul-Aware Drone Base Station Placement and Resource Management for FSO based Drone Assisted Mobile Networks
In drone assisted mobile networks, drones mounted small cell base statio...
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02/26/2021
An HPC-Based Hydrothermal Finite Element Simulator for Modeling Underground Response to Community-Scale Geothermal Energy Production
Geothermal heat, as renewable energy, shows great advantage with respect...
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01/03/2021
Computing Cliques and Cavities in Networks
Complex networks have complete subgraphs such as nodes, edges, triangles...
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12/30/2019