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Feng Yin

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Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction

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Nov 18, 2024
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Preventing Model Collapse in Gaussian Process Latent Variable Models

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Apr 02, 2024
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Regularization-Based Efficient Continual Learning in Deep State-Space Models

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Mar 15, 2024
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Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem

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Mar 08, 2024
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Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

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Jan 07, 2024
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Ensemble Kalman Filtering-Aided Variational Inference for Gaussian Process State-Space Models

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Dec 23, 2023
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Joint DOA estimation and distorted sensor detection under entangled low-rank and row-sparse constraints

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Dec 21, 2023
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Attentional Graph Neural Networks for Robust Massive Network Localization

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Nov 28, 2023
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Gaussian Processes with Linear Multiple Kernel: Spectrum Design and Distributed Learning for Multi-Dimensional Data

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Sep 15, 2023
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Bayesian-Boosted MetaLoc: Efficient Training and Guaranteed Generalization for Indoor Localization

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Sep 03, 2023
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