GitHub

K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction.

K-Paths is a retrieval framework that extracts structured, diverse, and biologically meaningful paths from knowledge graphs (KGs). These extracted paths enables large language models (LLMs) and graph ...
IEEE

Design and Implementation of Counseling Chatbot using Knowledge Graph-Based RAG

Abstract: The physical constraints of offline counseling and the burden of face-to-face counseling have resulted in a demand for online counseling platforms. Therefore, we propose a psychologi-cal ...
GitHub

Dynamic Spatial-Temporal Model for Carbon Emission Forecasting

This repository contains the implementation of the model Dynamic Spatial-Temporal Graph Convolutional Recurrent Network (DSTGCRN) presented in the manuscript "Dynamic Spatial-Temporal Model for Carbon ...
IEEE

VEGA: Implementing a Versatile and Efficient Deep Learning Processor with Graph-Based ALU

Abstract: As neural networks advance, the diversity and latency proportion of non-matrix-multiplication operators (NMO) are on the rise. Providing a versatile and efficient acceleration for this ...
marktechpost

A Coding Implementation on Building Self-Organizing Zettelkasten Knowledge Graphs and Sleep-Consolidation Mechanisms

In this tutorial, we dive into the cutting edge of Agentic AI by building a “Zettelkasten” memory system, a “living” architecture that organizes information much like the human brain. We move beyond ...