GitHub

Source code of our NeurIPS 2025 paper "Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework"

python==3.10.14 torch==2.3.1+cu121 --index-url https://download.pytorch.org/whl/cu121 ogb==1.3.6 torch-geometric==2.5.3 torch-scatter==2.1.2+pt23cu121 --index-url ...
GitHub

Code: Dynamics-Informed Reservoir Computing with Visibility Graphs

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the ...
Visual Studio Magazine

Buzz About VS Code Extension for Codebase Visualization

A new Visual Studio Code extension called Nogic sparked a wide-ranging Hacker News discussion, with commenters praising its ...
IEEE

HeVulD: A Static Vulnerability Detection Method Using Heterogeneous Graph Code Representation

Abstract: Vulnerability detection in source code has been a focal point of research in recent years. Traditional rule-based methods fail to identify complex and unknown vulnerabilities, leading to ...
IEEE

Enhancing Software Vulnerability Detection Using Code Property Graphs and Convolutional Neural Networks

Abstract: The increasing complexity of modern software sys- tems has led to a rise in vulnerabilities that malicious actors can exploit. Traditional methods of vulnerability detection, such as static ...