Liping Wang

Parallel algorithm research of graph search and depth learning based on data mining

2017

At present, information technology presents exponential growth characteristics, it have entered the era of large data. Data is a strategic resource as important as self-heating resources and human resources, which implied huge economic value. How …

Unsupervised Graph Outlier Detection: Problem Revisit, New Insight, and Superior Method

2022 · arXiv (Cornell University)

A large number of studies on Graph Outlier Detection (GOD) have emerged in recent years due to its wide applications, in which Unsupervised Node Outlier Detection (UNOD) on attributed networks is an important area. UNOD …

Heterogenous Multi-Source Data Fusion Through Input Mapping and Latent Variable Gaussian Process

2024 · arXiv (Cornell University)

Artificial intelligence and machine learning frameworks have served as computationally efficient mapping between inputs and outputs for engineering problems. These mappings have enabled optimization and analysis routines that have warranted superior designs, ingenious material systems …