Lihui Liu

BRPS: A Big Data Placement Strategy for Data Intensive Applications

2016

The Market of Data is an environment where data are reasonably deal with. Some data in the market of data are large and hard to analyze. How to efficiently analyze and organize such large scale …

Ginkgo-P: General Illustrations of Knowledge Graphs for Openness as a Platform

2024

Accessibility and openness are two of the most important factors in motivating AI and Web research. One example is as costs to train and deploy large Knowledge Graph (KG) systems increases, valuable auxiliary features such …

Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar Tasks

2025

Knowledge graphs (KGs) are essential in many AI applications but often suffer from incompleteness, limiting their utility. Many relations in KGs have only a few examples, making it challenging to train accurate models. Few-shot learning …

Neural-Answering Logical Queries on Knowledge Graphs

2021

Logical queries constitute an important subset of questions posed in knowledge graph question answering systems. Yet, effectively answering logical queries on large knowledge graphs remains a highly challenging problem. Traditional subgraph matching based methods might …