Deyu Meng

Deyu Meng

Xi'an Jiaotong University

H-index: 70

Asia-China

About Deyu Meng

Deyu Meng, With an exceptional h-index of 70 and a recent h-index of 64 (since 2020), a distinguished researcher at Xi'an Jiaotong University, specializes in the field of Machine Learning, Computer Vision, Artificial Intelligence.

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

Unsupervised hyperspectral pansharpening via low-rank diffusion model

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer

InfMAE: A Foundation Model in Infrared Modality

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models

CRS-Diff: Controllable Generative Remote Sensing Foundation Model

Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis

Adaptive weighting function for weighted nuclear norm based matrix/tensor completion

Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks

Deyu Meng Information

University

Position

Professor

Citations(all)

26856

Citations(since 2020)

22896

Cited By

11461

hIndex(all)

70

hIndex(since 2020)

64

i10Index(all)

205

i10Index(since 2020)

182

Email

University Profile Page

Xi'an Jiaotong University

Google Scholar

View Google Scholar Profile

Deyu Meng Skills & Research Interests

Machine Learning

Computer Vision

Artificial Intelligence

Top articles of Deyu Meng

Title

Journal

Author(s)

Publication Date

Unsupervised hyperspectral pansharpening via low-rank diffusion model

Information Fusion

Xiangyu Rui

Xiangyong Cao

Li Pang

Zeyu Zhu

Zongsheng Yue

...

2024/2/28

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer

Proceedings of the AAAI Conference on Artificial Intelligence

Hui Lin

Zhiheng Ma

Xiaopeng Hong

Qinnan Shangguan

Deyu Meng

2024/3/24

InfMAE: A Foundation Model in Infrared Modality

arXiv preprint arXiv:2402.00407

Fangcen Liu

Chenqiang Gao

Yaming Zhang

Junjie Guo

Jinhao Wang

...

2024/2/1

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models

arXiv preprint arXiv:2402.15865

Li Pang

Xiangyu Rui

Long Cui

Hongzhong Wang

Deyu Meng

...

2024/2/24

CRS-Diff: Controllable Generative Remote Sensing Foundation Model

arXiv preprint arXiv:2403.11614

Datao Tang

Xiangyong Cao

Xingsong Hou

Zhongyuan Jiang

Deyu Meng

2024/3/18

Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis

arXiv preprint arXiv:2404.10353

Haodong Wen

Bodong Du

Ruixun Liu

Deyu Meng

Xiangyong Cao

2024/4/16

Adaptive weighting function for weighted nuclear norm based matrix/tensor completion

International Journal of Machine Learning and Cybernetics

Qian Zhao

Yuji Lin

Fengxingyu Wang

Deyu Meng

2024/2

Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks

arXiv preprint arXiv:2402.10983

Jun-Jie Zhang

Deyu Meng

2024/2/16

TRG-Net: An Interpretable and Controllable Rain Generator

arXiv preprint arXiv:2403.09993

Zhiqiang Pang

Hong Wang

Qi Xie

Deyu Meng

Zongben Xu

2024/3/15

Semi-supervised iterative adaptive network for low-dose CT sinogram recovery

Physics in Medicine and Biology

Lei Wang

Ming Qiang Meng

Shixuan Chen

Zhaoying Bian

Dong Zeng

...

2024/2/29

Learnable Representative Coefficient Image Denoiser for Hyperspectral Image

IEEE Transactions on Geoscience and Remote Sensing

Jiangjun Peng

Hailin Wang

Xiangyong Cao

Qian Zhao

Jing Yao

...

2024/1/24

A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection

IEEE Transactions on Geoscience and Remote Sensing

Kaiyu Li

Xiangyong Cao

Deyu Meng

2024/2/16

Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud?

arXiv preprint arXiv:2403.02818

Chenqiang Gao

Chuandong Liu

Jun Shu

Fangcen Liu

Jiang Liu

...

2024/3/5

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jiahong Fu

Qi Xie

Deyu Meng

Zongben Xu

2024/4/1

Revisiting Nonlocal Self-Similarity from Continuous Representation

arXiv preprint arXiv:2401.00708

Yisi Luo

Xile Zhao

Deyu Meng

2024/1/1

Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent

Advances in Neural Information Processing Systems

Xixi Jia

Hailin Wang

Jiangjun Peng

Xiangchu Feng

Deyu Meng

2024/2/13

DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion

arXiv e-prints

Junjie Guo

Chenqiang Gao

Fangcen Liu

Deyu Meng

Xinbo Gao

2024/3

Which Is More Effective in Label Noise Cleaning, Correction or Filtering?

Proceedings of the AAAI Conference on Artificial Intelligence

Gaoxia Jiang

Jia Zhang

Xuefei Bai

Wenjian Wang

Deyu Meng

2024/3/24

MESPool: Molecular Edge Shrinkage Pooling for hierarchical molecular representation learning and property prediction

Briefings in Bioinformatics

Fanding Xu

Zhiwei Yang

Lizhuo Wang

Deyu Meng

Jiangang Long

2024/1/1

Deep variational network toward blind image restoration

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zongsheng Yue

Hongwei Yong

Qian Zhao

Lei Zhang

Deyu Meng

...

2024/2/13

See List of Professors in Deyu Meng University(Xi'an Jiaotong University)

Co-Authors

H-index: 97
Wangmeng Zuo

Wangmeng Zuo

Harbin Institute of Technology

H-index: 93
Alex Hauptmann

Alex Hauptmann

Carnegie Mellon University

H-index: 66
Fernando De la Torre

Fernando De la Torre

Carnegie Mellon University

H-index: 40
Jianhua Ma

Jianhua Ma

Southern Medical University

H-index: 36
Qian Zhao

Qian Zhao

Xi'an Jiaotong University

H-index: 29
Xuanyi Dong

Xuanyi Dong

University of Technology Sydney

academic-engine