IEEE

Multi-Level Service Performance Forecasting via Spatiotemporal Graph Neural Networks

Abstract: This paper proposes a spatiotemporal graph neural network-based performance prediction algorithm to address the challenge of forecasting performance fluctuations in distributed backend ...
GitHub

[OSDI'25 Artifact] Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD

Welcome to the artifact repository of OSDI'25 accepted paper: Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD! This repository contains the ...
IEEE

Multi-Level Graph Pruning-Based Framework for Graph Retrieval-Augmented Generation

Abstract: Naive retrieval-augmented generation (RAG) methods enhance large language models (LLMs) by retrieving relevant textual information, improving the accuracy of responses. However, they are ...