Peng Hu

Satellite Anomaly Detection Using Variance Based Genetic Ensemble of Neural Networks

2023 · arXiv (Cornell University)

In this paper, we use a variance-based genetic ensemble (VGE) of Neural Networks (NNs) to detect anomalies in the satellite's historical data. We use an efficient ensemble of the predictions from multiple Recurrent Neural Networks …

Semantic Invariant Multi-view Clustering with Fully Incomplete Information

2023 · arXiv (Cornell University)

Robust multi-view learning with incomplete information has received significant attention due to issues such as incomplete correspondences and incomplete instances that commonly affect real-world multi-view applications. Existing approaches heavily rely on paired samples to realign …

A Small-Scale Restricted Double Auction Mechanism Based on Local Differential Privacy

2025 · IEEE Internet of Things Journal

Auctions have been widely applied in resource allocation due to their fairness and efficiency. For instance, platforms receive requests from service requesters and utilize auction theory to select suitable service providers. Existing studies typically assume …