A modular implementation of a multi-agent system using LangGraph. This project demonstrates how to create a supervisor-worker pattern where different agents collaborate to solve tasks. . ├── src/ │ ...

However, most of them need to fully utilize the information presented by edges to boost the representation of the connected nodes. Moreover, previous cross-graph node embedding matching needs to ...

In the world of social networks, representing the connections between people is essential. This project focuses on modeling social networks as graphs, with individuals as nodes and relationships ...

Learning low-dimensional representations on graphs has proved to be effective in various downstream tasks. However, noises prevail in real-world networks, which compromise networks to a large extent ...

Furthermore, MOSAIC can complete one iteration of the Pagerank algorithm on a trillion-edge graph in 21 minutes, outperforming a distributed disk-based engine by 9.2X.” The tile structure is also ...

Effective reduction of state in an attack graph is crucial for predicting threats in the system. This ablation study explores different state reduction algorithms including node ranking algorithms ...