Erkun Yang(杨二昆)

Erkun Yang(杨二昆)

University of North Carolina at Chapel Hill

H-index: 17

North America-United States

About Erkun Yang(杨二昆)

Erkun Yang(杨二昆), With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Artificial Intelligence, information retrieval, machine learning.

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

Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping

Multi-Relational Deep Hashing for Cross-Modal Search

Demonstration of 3 V Programmable Josephson Junction Arrays Using Non-Integer-Multiple Logic

Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization

Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning

Emotion-prior awareness network for emotional video captioning

Deep Bayesian Quantization for Supervised Neuroimage Search

A parametrical model for instance-dependent label noise

Erkun Yang(杨二昆) Information

University

Position

___

Citations(all)

1740

Citations(since 2020)

1683

Cited By

532

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

20

i10Index(since 2020)

20

Email

University Profile Page

University of North Carolina at Chapel Hill

Google Scholar

View Google Scholar Profile

Erkun Yang(杨二昆) Skills & Research Interests

Artificial Intelligence

information retrieval

machine learning

Top articles of Erkun Yang(杨二昆)

Title

Journal

Author(s)

Publication Date

Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping

Advances in Neural Information Processing Systems

Yingbin Bai

Zhongyi Han

Erkun Yang

Jun Yu

Bo Han

...

2024/2/13

Multi-Relational Deep Hashing for Cross-Modal Search

IEEE Transactions on Image Processing

Xiao Liang

Erkun Yang

Yanhua Yang

Cheng Deng

2024/4/16

Demonstration of 3 V Programmable Josephson Junction Arrays Using Non-Integer-Multiple Logic

arXiv preprint arXiv:2402.16072

Wenhui Cao

Erkun Yang

Jinjin Li

Huan Qiao

Yuan Zhong

...

2024/2/25

Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zhe Xu

Kun Wei

Erkun Yang

Cheng Deng

Wei Liu

2023/6/15

Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning

Jiexi Yan

Zhihui Yin

Erkun Yang

Yanhua Yang

Heng Huang

2023

Emotion-prior awareness network for emotional video captioning

Peipei Song

Dan Guo

Xun Yang

Shengeng Tang

Erkun Yang

...

2023/10/26

Deep Bayesian Quantization for Supervised Neuroimage Search

Erkun Yang

Cheng Deng

Mingxia Liu

2023/10/8

A parametrical model for instance-dependent label noise

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shuo Yang

Songhua Wu

Erkun Yang

Bo Han

Yang Liu

...

2023/8/4

Brain morphometric features predict depression symptom phenotypes in late-life depression using a deep learning model

Frontiers in Neuroscience

Bing Cao

Erkun Yang

Lihong Wang

Zhanhao Mo

David C Steffens

...

2023/7/19

MSR: Making Self-supervised learning Robust to Aggressive Augmentations

arXiv preprint arXiv:2206.01999

Yingbin Bai

Erkun Yang

Zhaoqing Wang

Yuxuan Du

Bo Han

...

2022/6/4

Simulation of postoperative facial appearances via geometric deep learning for efficient orthognathic surgical planning

IEEE transactions on medical imaging

Lei Ma

Deqiang Xiao

Daeseung Kim

Chunfeng Lian

Tianshu Kuang

...

2022/6/3

Metricformer: A unified perspective of correlation exploring in similarity learning

Advances in Neural Information Processing Systems

Jiexi Yan

Erkun Yang

Cheng Deng

Heng Huang

2022/12/6

Mutual quantization for cross-modal search with noisy labels

Erkun Yang

Dongren Yao

Tongliang Liu

Cheng Deng

2022

RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning

Advances in Neural Information Processing Systems

Yingbin Bai

Erkun Yang

Zhaoqing Wang

Yuxuan Du

Bo Han

...

2022/12/6

Estimating instance-dependent bayes-label transition matrix using a deep neural network

Shuo Yang

Erkun Yang

Bo Han

Yang Liu

Min Xu

...

2022/6/28

Integrating multimodal MRIs for adult ADHD identification with heterogeneous graph attention convolutional network

Dongren Yao

Erkun Yang

Li Sun

Jing Sui

Mingxia Liu

2021

Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification

Medical image analysis

Hao Guan

Yunbi Liu

Erkun Yang

Pew-Thian Yap

Dinggang Shen

...

2021/7/1

Tensor-based multi-index representation learning for major depression disorder detection with resting-state fMRI

Dongren Yao

Erkun Yang

Hao Guan

Jing Sui

Zhizhong Zhang

...

2021

Deep factor regression for computer-aided analysis of major depressive disorders with structural MRI data

Erkun Yang

Lihong Wang

David Steffens

Guy Potter

Mingxia Liu

2021/4/13

A mutual multi-scale triplet graph convolutional network for classification of brain disorders using functional or structural connectivity

IEEE transactions on medical imaging

Dongren Yao

Jing Sui

Mingliang Wang

Erkun Yang

Yeerfan Jiaerken

...

2021/1/14

See List of Professors in Erkun Yang(杨二昆) University(University of North Carolina at Chapel Hill)

Co-Authors

H-index: 138
Dinggang Shen

Dinggang Shen

Shanghai Tech University

H-index: 87
Xinbo Gao(高新波)

Xinbo Gao(高新波)

Xidian University

H-index: 53
Pew-Thian Yap

Pew-Thian Yap

University of North Carolina at Chapel Hill

H-index: 53
Cheng Deng (邓成)

Cheng Deng (邓成)

Xidian University

H-index: 51
Xianglong Liu (刘祥龙)

Xianglong Liu (刘祥龙)

Beihang University

H-index: 48
Mingxia Liu

Mingxia Liu

University of North Carolina at Chapel Hill

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