Concepedia

Qinghua Liu

QL

Statistics

Publications

13

Citations

916

H-Index

11

Active since

2019

Affiliations

Jiangsu University of Science and Technology(Current)

Princeton University

The Ohio State University

École Normale Supérieure - PSL

Université Paris Cité

Qinghua Liu is an author at Jiangsu University of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceData MiningForecastingImage AnalysisAnomaly DetectionOutlier DetectionSignal Processing

Publications per year

2019–2025

13

Publications

13

Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization

Jianyu Wang, Qinghua Liu, Hao Liang et al. · arXiv (Cornell University) · 2020 · 571 citations · Full text

Mathematical Programming, Cluster Computing, Large-scale Global Optimization +17

A Novel Framework for the Analysis and Design of Heterogeneous Federated Learning

Jianyu Wang, Qinghua Liu, Hao Liang et al. · IEEE Transactions on Signal Processing · 2021 · 116 citations

Artificial Intelligence, Mathematical Programming, Engineering +17

An efficient gene selection method for microarray data based on LASSO and BPSO

Ying Xiong, Qing-Hua Ling, Fei Han et al. · BMC Bioinformatics · 2019 · 38 citations · Full text

Hydrologic Time Series Anomaly Detection Based on Flink

Feng Ye, Zihao Liu, Qinghua Liu et al. · Mathematical Problems in Engineering · 2020 · 31 citations · Full text

Anomaly Detection, Environmental Monitoring, Data Science +12

Rice grains and grain impurity segmentation method based on a deep learning algorithm-NAM-EfficientNetv2

Qinghua Liu, Weikang Liu, Yishan Liu et al. · Computers and Electronics in Agriculture · 2023 · 27 citations

Data Augmentation, Convolutional Neural Network, Image Analysis +6

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