GitHub

CGBridge: Bridging Code Graphs and Large Language Models for Better Structure-Aware Code Understanding

CGBridge is a novel framework designed to enhance the code understanding capabilities of Large Language Models (LLMs) by integrating rich structural information from code graphs. Our approach follows ...
GitHub

Graph Neural Prompting with Large Language Models

Large language models (LLMs) have shown remarkable generalization capability with exceptional performance in various language modeling tasks. However, they still exhibit inherent limitations in ...
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 ...
Seeking Alpha

Barrick Mining: Rating It A Hold With One Better Alternative

Barrick Mining is rated Hold due to a stretched rally, premium valuation, and management uncertainty versus peers like Newmont. B's recent operating income growth outpaced revenue, but future growth ...
coincentral

BitVentures Unveils Crypto Mining Plans with 0.5 MW Machine Purchase

BitVentures launches crypto-focused Digital Assets division with mining plans. The company acquired Bitmain machines with 0.5 MW capacity for mining. Full operations to begin in Q1 2026 with phased ...
IEEE

Node Similarity-Based Synthetic Graphs Releasing With Differential Privacy Guarantees

Abstract: Social graphs are essential for various data analysis, yet their direct publication introduces significant privacy risks due to the sensitive nature of their information. To mitigate these ...