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07/19/2023
Graph Federated Learning Based on the Decentralized Framework
Graph learning has a wide range of applications in many scenarios, which...
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05/11/2023
Value Iteration Networks with Gated Summarization Module
In this paper, we address the challenges faced by Value Iteration Networ...
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12/12/2021
A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems
The increasing prevalence of security attacks on software-intensive syst...
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08/31/2021
GeodesicEmbedding (GE): A High-Dimensional Embedding Approach for Fast Geodesic Distance Queries
In this paper, we develop a novel method for fast geodesic distance quer...
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05/11/2021
A Meta Reinforcement Learning-based Approach for Self-Adaptive System
A self-learning adaptive system (SLAS) uses machine learning to enable a...
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03/12/2021
System Component-Level Self-Adaptations for Security via Bayesian Games
Security attacks present unique challenges to self-adaptive system desig...
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07/20/2018