pacoid
's Collections
Temporal Graphs
updated
TimeGraphs: Graph-based Temporal Reasoning
Paper
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2401.03134
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Published
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2
Neighborhood-aware Scalable Temporal Network Representation Learning
Paper
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2209.01084
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Published
Do We Really Need Complicated Model Architectures For Temporal Networks?
Paper
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2302.11636
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Published
Towards Better Dynamic Graph Learning: New Architecture and Unified
Library
Paper
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2303.13047
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Published
Graph Deep Learning for Time Series Forecasting
Paper
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2310.15978
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Published
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1
A Survey on Graph Neural Networks for Time Series: Forecasting,
Classification, Imputation, and Anomaly Detection
Paper
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2307.03759
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Published
Structured Sequence Modeling with Graph Convolutional Recurrent Networks
Paper
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1612.07659
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Published
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1
A Survey on Principles, Models and Methods for Learning from Irregularly
Sampled Time Series
Paper
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2012.00168
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Published
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal
Prediction
Paper
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2306.11443
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Published
Using Causality-Aware Graph Neural Networks to Predict Temporal
Centralities in Dynamic Graphs
Paper
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2310.15865
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Published
TempME: Towards the Explainability of Temporal Graph Neural Networks via
Motif Discovery
Paper
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2310.19324
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Published
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2
Semantic Association Rule Learning from Time Series Data and Knowledge
Graphs
Paper
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2310.07348
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Published
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1