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Ziqi Li

Explainable AI in Spatial Analysis

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May 01, 2025
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Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights from Synthetic Data Validation

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Apr 16, 2025
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DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation

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Mar 12, 2025
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GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data

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Feb 20, 2025
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MERLIN: Multi-stagE query performance prediction for dynamic paRallel oLap pIpeliNe

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Dec 01, 2024
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All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model

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Nov 12, 2024
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Encoder-minimal and Decoder-minimal Framework for Remote Sensing Image Dehazing

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Dec 13, 2023
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GeoShapley: A Game Theory Approach to Measuring Spatial Effects in Machine Learning Models

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Dec 06, 2023
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Multi-dimension Queried and Interacting Network for Stereo Image Deraining

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Sep 19, 2023
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GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation

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Aug 25, 2023
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