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Xu Liao

About Xu Liao

Xu Liao, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Deep learning, Dimension reduction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Dimension Reduction for Supervised Representation Learning

Deep estimation for Q⁎ with minimax Bellman error minimization

Invariant and Sufficient Supervised Representation Learning

Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST

Author Correction: Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST

Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data

Schrödinger-Föllmer sampler: sampling without ergodicity

The statistical practice of the GTEx project: from single to multiple tissues

Xu Liao Information

University

Position

PhD student Duke-NUS Medical School

Citations(all)

72

Citations(since 2020)

72

Cited By

5

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Xu Liao Skills & Research Interests

Deep learning

Dimension reduction

Top articles of Xu Liao

Deep Dimension Reduction for Supervised Representation Learning

IEEE Transactions on Information Theory

2024/2/29

Jian Huang
Jian Huang

H-Index: 15

Yuling Jiao
Yuling Jiao

H-Index: 12

Xu Liao
Xu Liao

H-Index: 1

Jin Liu
Jin Liu

H-Index: 3

Zhou Yu
Zhou Yu

H-Index: 20

Deep estimation for Q⁎ with minimax Bellman error minimization

Information Sciences

2023/11/1

Xu Liao
Xu Liao

H-Index: 1

Jin Liu
Jin Liu

H-Index: 3

Yuan Luo
Yuan Luo

H-Index: 24

Invariant and Sufficient Supervised Representation Learning

2023/6/18

Xu Liao
Xu Liao

H-Index: 1

Yuling Jiao
Yuling Jiao

H-Index: 12

Jin Liu
Jin Liu

H-Index: 3

Xiliang Lu
Xiliang Lu

H-Index: 13

Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST

Nature communications

2023/1/18

Wei Liu
Wei Liu

H-Index: 16

Xu Liao
Xu Liao

H-Index: 1

Yi Yang
Yi Yang

H-Index: 2

Yuling Jiao
Yuling Jiao

H-Index: 12

Hongkai Ji
Hongkai Ji

H-Index: 30

Jin Liu
Jin Liu

H-Index: 3

Author Correction: Probabilistic embedding, clustering, and alignment for integrating spatial transcriptomics data with PRECAST

Nature communications

2023

Wei Liu
Wei Liu

H-Index: 16

Xu Liao
Xu Liao

H-Index: 1

Yi Yang
Yi Yang

H-Index: 2

Yuling Jiao
Yuling Jiao

H-Index: 12

Hongkai Ji
Hongkai Ji

H-Index: 30

Jin Liu
Jin Liu

H-Index: 3

Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data

Nucleic acids research

2022/7/8

Wei Liu
Wei Liu

H-Index: 16

Xu Liao
Xu Liao

H-Index: 1

Yi Yang
Yi Yang

H-Index: 2

Xiang Zhou
Xiang Zhou

H-Index: 10

Jin Liu
Jin Liu

H-Index: 3

Schrödinger-Föllmer sampler: sampling without ergodicity

arXiv preprint arXiv:2106.10880

2021/6

Jian Huang
Jian Huang

H-Index: 15

Yuling Jiao
Yuling Jiao

H-Index: 12

Xu Liao
Xu Liao

H-Index: 1

Jin Liu
Jin Liu

H-Index: 3

Yanyan Liu
Yanyan Liu

H-Index: 13

The statistical practice of the GTEx project: from single to multiple tissues

2021/6

Xu Liao
Xu Liao

H-Index: 1

Jin Liu
Jin Liu

H-Index: 3

Toward understanding supervised representation learning with RKHS and GAN

2020/10/2

Xu Liao
Xu Liao

H-Index: 1

Jin Liu
Jin Liu

H-Index: 3

Yuling Jiao
Yuling Jiao

H-Index: 12

Jian Huang
Jian Huang

H-Index: 15

See List of Professors in Xu Liao University(National University of Singapore)