Guangyu Meng
YOU?
Author Swipe
View article: A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images
A Stable and Theoretically Grounded Gromov-Wasserstein Distance for Reeb Graph Comparison using Persistence Images Open
Reeb graphs are a fundamental structure for analyzing the topological and geometric properties of scalar fields. Comparing Reeb graphs is crucial for advancing research in this domain, yet existing metrics are often computationally prohibi…
View article: Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Open
Earth Mover's Distance (EMD) is an important similarity measure between two distributions, used in computer vision and many other application domains. However, its exact calculation is computationally and memory intensive, which hinders it…
View article: Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract)
Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) Open
Predicting and quantifying the impact of traffic accidents is necessary and critical to Intelligent Transport Systems (ITS). As a state-of-the-art technique in graph learning, current graph neural networks heavily rely on graph Fourier tra…