Wenbo He

Wenbo He

McMaster University

H-index: 33

North America-Canada

About Wenbo He

Wenbo He, With an exceptional h-index of 33 and a recent h-index of 19 (since 2020), a distinguished researcher at McMaster University, specializes in the field of Big Data Systems, Pervasive Computing, Cloud Computing, Security and Privacy.

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

Revisit Linear Transformation for Image Privacy in Machine Learning

Rethinking label refurbishment: model robustness under label noise

Generation of coherent multi-sentence texts with a coherence mechanism

Novel Fundus image preprocessing for Retcam images to improve deep learning classification of retinopathy of prematurity

Noise attention learning: Enhancing noise robustness by gradient scaling

SELC: self-ensemble label correction improves learning with noisy labels

An Ensemble model for combating label noise

MixNN: Combating Noisy Labels in Deep Learning by Mixing with Nearest Neighbors

Wenbo He Information

University

Position

Associate Professor of Department of Computing and Software

Citations(all)

5518

Citations(since 2020)

1470

Cited By

4695

hIndex(all)

33

hIndex(since 2020)

19

i10Index(all)

63

i10Index(since 2020)

29

Email

University Profile Page

Google Scholar

Wenbo He Skills & Research Interests

Big Data Systems

Pervasive Computing

Cloud Computing

Security and Privacy

Top articles of Wenbo He

Revisit Linear Transformation for Image Privacy in Machine Learning

2023/11/1

Zhiwei Xu
Zhiwei Xu

H-Index: 23

Wenbo He
Wenbo He

H-Index: 22

Rethinking label refurbishment: model robustness under label noise

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Zhiwei Xu
Zhiwei Xu

H-Index: 23

Wenbo He
Wenbo He

H-Index: 22

Generation of coherent multi-sentence texts with a coherence mechanism

Computer Speech & Language

2023/3/1

Novel Fundus image preprocessing for Retcam images to improve deep learning classification of retinopathy of prematurity

arXiv preprint arXiv:2302.02524

2023/2/6

Noise attention learning: Enhancing noise robustness by gradient scaling

Advances in Neural Information Processing Systems

2022/12/6

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

SELC: self-ensemble label correction improves learning with noisy labels

arXiv preprint arXiv:2205.01156

2022/5/2

Wenbo He
Wenbo He

H-Index: 22

An Ensemble model for combating label noise

2022/2/11

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

MixNN: Combating Noisy Labels in Deep Learning by Mixing with Nearest Neighbors

2021/12/15

Wenbo He
Wenbo He

H-Index: 22

Layered locality sensitive hashing (LSH) partition indexing for big data applications

2021/8/31

Confidence adaptive regularization for deep learning with noisy labels

arXiv preprint arXiv:2108.08212

2021/8/18

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

Videoloc: Video-based indoor localization with text information

2021/5/10

Wenbo He
Wenbo He

H-Index: 22

Cryptoeyes: Privacy preserving classification over encrypted images

2021/5/10

Wenbo He
Wenbo He

H-Index: 22

Wenbo Wang
Wenbo Wang

H-Index: 21

Co-matching: Combating noisy labels by augmentation anchoring

arXiv preprint arXiv:2103.12814

2021/3/23

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition

arXiv preprint arXiv:2103.10567

2021/3/18

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

Random draw forest index structure for searching large scale unstructured data

2021/3/16

Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation

2020/6/15

Few-shot learning of video action recognition only based on video contents

2020

Yang Bo
Yang Bo

H-Index: 2

Wenbo He
Wenbo He

H-Index: 22

See List of Professors in Wenbo He University(McMaster University)

Co-Authors

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