Search Results for author: Hongyu Miao

Found 4 papers, 1 papers with code

Neural Generalized Ordinary Differential Equations with Layer-varying Parameters

1 code implementation21 Sep 2022 Duo Yu, Hongyu Miao, Hulin Wu

Deep residual networks (ResNets) have shown state-of-the-art performance in various real-world applications.

Computational Efficiency

StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory

no code implementations4 Jan 2019 Hongyu Miao, Myeongjae Jeon, Gennady Pekhimenko, Kathryn S. McKinley, Felix Xiaozhu Lin

It dynamically optimizes for both the high bandwidth and limited capacity of HBM, and the limited bandwidth and high capacity of standard DRAM.

Databases

A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification

no code implementations18 Mar 2018 Ke Ren, Haichuan Yang, Yu Zhao, Mingshan Xue, Hongyu Miao, Shuai Huang, Ji Liu

The positive-unlabeled (PU) classification is a common scenario in real-world applications such as healthcare, text classification, and bioinformatics, in which we only observe a few samples labeled as "positive" together with a large volume of "unlabeled" samples that may contain both positive and negative samples.

EEG feature selection +5

Clustering Tree-structured Data on Manifold

no code implementations20 Jul 2015 Na Lu, Hongyu Miao

Tree-structured data usually contain both topological and geometrical information, and are necessarily considered on manifold instead of Euclidean space for appropriate data parameterization and analysis.

Attribute Clustering +1

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