Concepedia

Lingheng Meng

LM

5

Publications

225

Citations

5

H-Index

2014

Active since

Affiliations

China University of Mining and Technology(Current)

Monash University

Institute of Computing Technology

University of Waterloo

Lingheng Meng is an author at China University of Mining and Technology specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceSignal ProcessingRobot LearningMachine LearningArtificial IntelligenceMemoryEducation

Publications per year

2014–2021

5

Publications

5

Memory-based Deep Reinforcement Learning for POMDPs

Lingheng Meng, Rob Gorbet, Dana Kulić · 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2021 · 71 citations

Artificial Intelligence, Memory Component, Engineering +12

Research on denoising sparse autoencoder

Lingheng Meng, Shifei Ding, Yu Xue · International Journal of Machine Learning and Cybernetics · 2016 · 65 citations

Sparse Representation, Engineering, Compressive Sensing +3

A density-adaptive affinity propagation clustering algorithm based on spectral dimension reduction

Hongjie Jia, Shifei Ding, Lingheng Meng et al. · Neural Computing and Applications · 2014 · 39 citations

Cluster Computing, Document Clustering, Engineering +10

The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning

Lingheng Meng, Rob Gorbet, Dana Kulić · 2021 · 26 citations

Artificial Intelligence, Engineering, Machine Learning +17

Research of stacked denoising sparse autoencoder

Lingheng Meng, Shifei Ding, Nan Zhang et al. · Neural Computing and Applications · 2016 · 24 citations

Sparse Representation, Engineering, Autoencoders +4

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