Rui Zhang

About Rui Zhang

Rui Zhang, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Northwestern Polytechnical University, specializes in the field of Machine Learning, Artificial Intelligence, and Data Mining.

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

Graph manifold learning with non-gradient decision layer

Pivotal-Aware Principal Component Analysis

Non-Graph Data Clustering via Bipartite Graph Convolution

Embedding graph auto-encoder for graph clustering

Unsupervised graph embedding via adaptive graph learning

Matrix completion via non-convex relaxation and adaptive correlation learning

Friendship Inference in Mobile Social Networks: Exploiting Multi-Source Information With Two-Stage Deep Learning Framework

Manifold Neural Network with Non-Gradient Optimization

Rui Zhang Information

University

Position

___

Citations(all)

1583

Citations(since 2020)

1546

Cited By

459

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

35

i10Index(since 2020)

35

Email

University Profile Page

Northwestern Polytechnical University

Google Scholar

View Google Scholar Profile

Rui Zhang Skills & Research Interests

Machine Learning

Artificial Intelligence

and Data Mining

Top articles of Rui Zhang

Title

Journal

Author(s)

Publication Date

Graph manifold learning with non-gradient decision layer

Neurocomputing

Ziheng Jiao

Hongyuan Zhang

Rui Zhang

Xuelong Li

2024/2/16

Pivotal-Aware Principal Component Analysis

IEEE Transactions on Neural Networks and Learning Systems

Xuelong Li

Pei Li

Hongyuan Zhang

Kangjia Zhu

Rui Zhang

2023/3/13

Non-Graph Data Clustering via Bipartite Graph Convolution

IEEE Transactions on Pattern Analysis and Machine Intelligence

Hongyuan Zhang

Jiankun Shi

Rui Zhang

Xuelong Li

2022/12/22

Embedding graph auto-encoder for graph clustering

IEEE Transactions on Neural Networks and Learning Systems

Hongyuan Zhang

Pei Li

Rui Zhang

Xuelong Li

2022/3/25

Unsupervised graph embedding via adaptive graph learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Rui Zhang

Yunxing Zhang

Chengjun Lu

Xuelong Li

2022/8/26

Matrix completion via non-convex relaxation and adaptive correlation learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xuelong Li

Hongyuan Zhang

Rui Zhang

2022/3/7

Friendship Inference in Mobile Social Networks: Exploiting Multi-Source Information With Two-Stage Deep Learning Framework

IEEE/ACM Transactions on Networking

Yi Zhao

Meina Qiao

Haiyang Wang

Rui Zhang

Dan Wang

...

2022/8/25

Manifold Neural Network with Non-Gradient Optimization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Rui Zhang

Ziheng Jiao

Hongyuan Zhang

Xuelong Li

2022/5/12

Graph convolution RPCA with adaptive graph

IEEE Transactions on Image Processing

Rui Zhang

Wenlin Zhang

Pei Li

Xuelong Li

2022/8/8

Robust kernel principal component analysis with optimal mean

Neural Networks

Pei Li

Wenlin Zhang

Chengjun Lu

Rui Zhang

Xuelong Li

2022/8/1

Deep Manifold Learning with Graph Mining

arXiv preprint arXiv:2207.08377

Xuelong Li

Ziheng Jiao

Hongyuan Zhang

Rui Zhang

2022/7/18

Enhanced Principal Component Analysis under A Collaborative-Robust Framework

arXiv preprint arXiv:2103.11931

Rui Zhang

Hongyuan Zhang

Xuelong Li

2021/3/22

Self-weighted unsupervised LDA

IEEE transactions on neural networks and learning systems

Xuelong Li

Yunxing Zhang

Rui Zhang

2021/8/27

Deep contrastive graph representation via adaptive homotopy learning

arXiv preprint arXiv:2106.09244

Rui Zhang

Chengjun Lu

Ziheng Jiao

Xuelong Li

2021/6/17

Adaptive spectral rotation via joint cluster and pairwise structure

IEEE transactions on knowledge and data engineering

Tong Wu

Rui Zhang

Ziheng Jiao

Xian Wei

Xuelong Li

2021/4/29

Semisupervised feature selection via generalized uncorrelated constraint and manifold embedding

IEEE transactions on neural networks and learning systems

Xuelong Li

Yunxing Zhang

Rui Zhang

2021/4/2

Adaptive graph auto-encoder for general data clustering

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xuelong Li

Hongyuan Zhang

Rui Zhang

2021/11/8

Geodesic multi-class SVM with stiefel manifold embedding

IEEE Transactions on Pattern Analysis and Machine Intelligence

Rui Zhang

Xuelong Li

Hongyuan Zhang

Ziheng Jiao

2021/3/30

Robust multi-view fuzzy clustering via softmin

Neurocomputing

Hongyuan Zhang

Rui Zhang

Xuelong Li

Yueshen Xu

2021/10/11

嵌入式深度神经网络高光谱图像聚类

邱云飞, 潘博, 张睿, 王万里, 魏宪

2020/1/16

See List of Professors in Rui Zhang University(Northwestern Polytechnical University)