Concepedia

Ning Liu

NL

13

Publications

327

Citations

12

H-Index

2007

Active since

Affiliations

National University of Defense Technology(Current)

Rensselaer Polytechnic Institute

Illinois Institute of Technology

Ning Liu is an author at National University of Defense Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceParallel ComputingParallel ProgrammingComputer ArchitectureCluster ComputingComputer EngineeringDeep LearningCloud Computing

Publications per year

2007–2023

13

Publications

13

Overcoming Hadoop Scaling Limitations through Distributed Task Execution

Ke Wang, Ning Liu, Iman Sadooghi et al. · 2015 · 59 citations

Cluster Computing, Engineering, Computer Architecture +20

Study on dynamic changes of microbial community and lignocellulose transformation mechanism during green waste composting

Yushan Zhang, Mengting Chen, Jingyi Guo et al. · Engineering in Life Sciences · 2022 · 52 citations · Full text

Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network

Hongzuo Xu, Yijie Wang, Songlei Jian et al. · 2021 · 34 citations · Full text

Natural Language Processing, Anomaly Detection, Machine Learning +15

Modeling Billion-Node Torus Networks Using Massively Parallel Discrete-Event Simulation

Ning Liu, Christopher D. Carothers · 2011 · 32 citations

Cluster Computing, Engineering, High Performance Computer Network +19

Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning

Ning Liu, Songlei Jian, Dongsheng Li et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 29 citations

Graph Neural Networks, Graph Representation Learning, Graph Theory +15

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