Liang-Jian Deng (邓良剑)

About Liang-Jian Deng (邓良剑)

Liang-Jian Deng (邓良剑), With an exceptional h-index of 31 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Electronic Science and Technology of China, specializes in the field of Machine Learning, Variational Image Processing, Image Fusion.

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

Tensor decomposition based attention module for spiking neural networks

KNLConv: Kernel-space Non-local Convolution for Hyperspectral Image Super-resolution

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion

Gated attention coding for training high-performance and efficient spiking neural networks

Tcja-snn: Temporal-channel joint attention for spiking neural networks

A novel minimization framework of tensor tubal rank and its multi-dimensional image completion application

Pansharpening via semi-framelet-guided sparse reconstruction

Liang-Jian Deng (邓良剑) Information

University

Position

___

Citations(all)

2861

Citations(since 2020)

2647

Cited By

871

hIndex(all)

31

hIndex(since 2020)

30

i10Index(all)

55

i10Index(since 2020)

51

Email

University Profile Page

Google Scholar

Liang-Jian Deng (邓良剑) Skills & Research Interests

Machine Learning

Variational Image Processing

Image Fusion

Top articles of Liang-Jian Deng (邓良剑)

Title

Journal

Author(s)

Publication Date

Tensor decomposition based attention module for spiking neural networks

Knowledge-Based Systems

Haoyu Deng

Ruijie Zhu

Xuerui Qiu

Yule Duan

Malu Zhang

...

2024/4/16

KNLConv: Kernel-space Non-local Convolution for Hyperspectral Image Super-resolution

IEEE Transactions on Multimedia

Ran Ran

Liang-Jian Deng

Tian-Jing Zhang

Jianlong Chang

Xiao Wu

...

2024/3/28

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion

IEEE Transactions on Geoscience and Remote Sensing

Ting Xu

Ting-Zhu Huang

Liang-Jian Deng

Jin-Liang Xiao

Clifford Broni-Bediako

...

2024/4/15

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion

arXiv preprint arXiv:2404.15174

Yu-Jie Liang

Zihan Cao

Liang-Jian Deng

Xiao Wu

2024/4/23

Gated attention coding for training high-performance and efficient spiking neural networks

Proceedings of the AAAI Conference on Artificial Intelligence

Xuerui Qiu

Rui-Jie Zhu

Yuhong Chou

Zhaorui Wang

Liang-jian Deng

...

2024/3/25

Tcja-snn: Temporal-channel joint attention for spiking neural networks

IEEE Transactions on Neural Networks and Learning Systems

Rui-Jie Zhu

Malu Zhang

Qihang Zhao

Haoyu Deng

Yule Duan

...

2024/4/10

A novel minimization framework of tensor tubal rank and its multi-dimensional image completion application

Inverse Problems and Imaging

Jin-Liang Xiao

Ting-Zhu Huang

Liang-Jian Deng

Hong-Xia Dou

2024/4/17

Pansharpening via semi-framelet-guided sparse reconstruction

Information Fusion

Zhong-Cheng Wu

Gemine Vivone

Ting-Zhu Huang

Liang-Jian Deng

2024/2/8

A general image fusion framework using multi-task semi-supervised learning

Information Fusion

Wu Wang

Liang-Jian Deng

Gemine Vivone

2024/4/8

Neural Shr\" odinger Bridge Matching for Pansharpening

arXiv preprint arXiv:2404.11416

Zihan Cao

Xiao Wu

Liang-Jian Deng

2024/4/17

Zero-shot semi-supervised learning for pansharpening

Information Fusion

Qi Cao

Liang-Jian Deng

Wu Wang

Junming Hou

Gemine Vivone

2024/1/1

Diffusion model with disentangled modulations for sharpening multispectral and hyperspectral images

Information Fusion

Zihan Cao

Shiqi Cao

Liang-Jian Deng

Xiao Wu

Junming Hou

...

2024/4/1

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening

arXiv preprint arXiv:2404.11537

Yu Zhong

Xiao Wu

Liang-Jian Deng

Zihan Cao

2024/4/17

A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion

International Journal of Computer Vision

Wu Wang

Liang-Jian Deng

Ran Ran

Gemine Vivone

2024/4

U2Net: A General Framework with Spatial-Spectral-Integrated Double U-Net for Image Fusion

Siran Peng

Chenhao Guo

Xiao Wu

Liang-Jian Deng

2023/10/26

SSCAConv: Self-guided Spatial-Channel Adaptive Convolution for Image Fusion

IEEE Geoscience and Remote Sensing Letters

Xiaoya Lu

Yu-Wei Zhuo

Hongming Chen

Liang-Jian Deng

Junming Hou

2023/12/20

PSRT: Pyramid shuffle-and-reshuffle transformer for multispectral and hyperspectral image fusion

IEEE Transactions on Geoscience and Remote Sensing

Shang-Qi Deng

Liang-Jian Deng

Xiao Wu

Ran Ran

Danfeng Hong

...

2023/2/14

NF-3DLogTNN: An effective hyperspectral and multispectral image fusion method based on nonlocal low-fibered-rank regularization

Applied Mathematical Modelling

Cheng-Wei Sun

Ting-Zhu Huang

Ting Xu

Liang-Jian Deng

2023/6/1

A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration

arXiv preprint arXiv:2307.12656

Qing-Hua Zhang

Liang-Tian He

Yi-Lun Wang

Liang-Jian Deng

Jun Liu

2023/7/24

Reservoir Computing Transformer for Image-Text Retrieval

Wenrui Li

Zhengyu Ma

Liang-Jian Deng

Penghong Wang

Jinqiao Shi

...

2023/10/26

See List of Professors in Liang-Jian Deng (邓良剑) University(University of Electronic Science and Technology of China)

Co-Authors

H-index: 10
Si Wang

Si Wang

University of Electronic Science and Technology of China

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