Concepedia

Shijie Xiao

SX

10

Publications

1.2K

Citations

10

H-Index

2013

Active since

Affiliations

Nanyang Technological University(Current)

Institute for Infocomm Research

Sichuan University

Chengdu University

National University of Singapore

Shijie Xiao is an author at Nanyang Technological University specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionImage AnalysisDeep LearningMachine VisionComputer VisionBiometrics

Publications per year

2013–2021

10

Publications

10

Structured AutoEncoders for Subspace Clustering

Xi Peng, Jiashi Feng, Shijie Xiao et al. · IEEE Transactions on Image Processing · 2018 · 349 citations

Deep subspace clustering with sparsity prior

Xi Peng, Shijie Xiao, Jiashi Feng et al. · International Joint Conference on Artificial Intelligence · 2016 · 190 citations

Novel Subspace, Sparse Representation, Engineering +10

Robust Kernel Low-Rank Representation

Shijie Xiao, Mingkui Tan, Dong Xu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 174 citations

Engineering, Machine Learning, Biometrics +16

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data

Xi Peng, Huajin Tang, Lei Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 150 citations · Full text

Learning by Associating Ambiguously Labeled Images

Zinan Zeng, Shijie Xiao, Kui Jia et al. · 2013 · 147 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +16

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