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Ercan Engin Kuruoglu

ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding

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Mar 16, 2025
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Spatio-Temporal Graph Structure Learning for Earthquake Detection

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Mar 14, 2025
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A Survey of Graph Transformers: Architectures, Theories and Applications

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Feb 23, 2025
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Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective

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Jan 21, 2025
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Signal Processing over Time-Varying Graphs: A Systematic Review

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Nov 30, 2024
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LLM Online Spatial-temporal Signal Reconstruction Under Noise

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Nov 24, 2024
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LLM-based Online Prediction of Time-varying Graph Signals

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Oct 24, 2024
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Time-varying Graph Signal Estimation via Dynamic Multi-hop Topologies

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Oct 23, 2024
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Graph Signal Adaptive Message Passing

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Oct 23, 2024
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Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tune

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Feb 25, 2024
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