Songhua Xu

Songhua Xu

New Jersey Institute of Technology

H-index: 29

North America-United States

About Songhua Xu

Songhua Xu, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at New Jersey Institute of Technology,

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

Non-convex feature selection based on feature correlation representation and dual manifold optimization

Graph embedding orthogonal decomposition: A synchronous feature selection technique based on collaborative particle swarm optimization

Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision

Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression

BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning

Twin Pseudo-training for semi-supervised semantic segmentation

A novel degraded document binarization model through vision transformer network

Reg-superpixel guided convolutional neural network of polsar image classification based on feature selection and receptive field reconstruction

Songhua Xu Information

University

Position

ORNL/

Citations(all)

2762

Citations(since 2020)

1252

Cited By

2139

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

58

i10Index(since 2020)

37

Email

University Profile Page

New Jersey Institute of Technology

Google Scholar

View Google Scholar Profile

Top articles of Songhua Xu

Title

Journal

Author(s)

Publication Date

Non-convex feature selection based on feature correlation representation and dual manifold optimization

Expert Systems with Applications

Ronghua Shang

Lizhuo Gao

Haijing Chi

Jiarui Kong

Weitong Zhang

...

2024/9/15

Graph embedding orthogonal decomposition: A synchronous feature selection technique based on collaborative particle swarm optimization

Pattern Recognition

Jingyu Zhong

Ronghua Shang

Songhua Xu

Yangyang Li

2024/8/1

Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision

Journal of Computer Science and Technology

Gui-Rong Bai

Qing-Bin Liu

Shi-Zhu He

Kang Liu

Jun Zhao

2023

Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression

IEEE Geoscience and Remote Sensing Letters

Wenjie Li

Ronghua Shang

Zihan Ju

Jie Feng

Songhua Xu

...

2023/12/22

BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning

Knowledge-Based Systems

Songling Zhu

Ronghua Shang

Ke Tang

Songhua Xu

Yangyang Li

2023/11/4

Twin Pseudo-training for semi-supervised semantic segmentation

Computers & Graphics

Huiwen Huang

Xiaonan Luo

Songhua Xu

Youxing Li

2023/10/1

A novel degraded document binarization model through vision transformer network

Information Fusion

Mingming Yang

Songhua Xu

2023/5/1

Reg-superpixel guided convolutional neural network of polsar image classification based on feature selection and receptive field reconstruction

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Ronghua Shang

Keyao Zhu

Jie Feng

Chao Wang

Licheng Jiao

...

2023/4/27

A hierarchical model for learning to understand head gesture videos

Pattern Recognition

Jiachen Li

Songhua Xu

Xueying Qin

2022/1/1

SEMACC: Efficient multistep attention crowd counting network based on shuffle module

Yizhou Feng

Xiaonan Luo

Fang Li

Jicheng Yao

Yuxin Li

...

2022/10/28

SFMNet: focusing on feature attention for image classification

Wenwei Wu

Xiaonan Luo

Songhua Xu

Ruiai Chen

2022/10/28

Butterfly intelligent optimization algorithm based on Good Point Set and adaptive weight factor

Jicheng Yao

Xiaonan Luo

Fang Li

Yizhou Feng

Jundi Dou

...

2022/10/28

CaptchaGG: A linear graphical CAPTCHA recognition model based on CNN and RNN

Yang Chen

Xiaonan Luo

Songhua Xu

Ruiai Chen

2022/10/28

Particle hydrodynamic simulation of thrombus formation using velocity decay factor

Computer Methods and Programs in Biomedicine

Fei Wang

Songhua Xu

Dazhi Jiang

Baoquan Zhao

Xiaoqiang Dong

...

2021/8/1

Fusing Temporally Distributed Multi-Modal Semantic Clues for Video Question Answering

Fuwei Zhang

Ruomei Wang

Songhua Xu

Fan Zhou

2021/7/5

User behaviors and user-generated content in Chinese online health communities: Comparative study

Journal of Medical Internet Research

Yuqi Lei

Songhua Xu

Linyun Zhou

2021/12/15

3D object tracking with adaptively weighted local bundles

Journal of Computer Science and Technology

Jia-Chen Li

Fan Zhong

Song-Hua Xu

Xue-Ying Qin

2021/6

Shadow detection via predicting the confidence maps of shadow detection methods

Jingwei Liao

Yanli Liu

Guanyu Xing

Housheng Wei

Jueyu Chen

...

2021/10/17

基于自适应加权局部集束结构的三维物体跟踪

计算机科学技术学报

Jiachen Li

Fan Zhong

Songhua Xu

Xueying Qin

2021/5/31

A novel deep quantile matrix completion model for top-N recommendation

Knowledge-Based Systems

Mingming Yang

Songhua Xu

2021/9/27

See List of Professors in Songhua Xu University(New Jersey Institute of Technology)