2026 Qinghua Zheng: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	49	5835	5668	775	770	449	10917

Overview

Qinghua Zheng is affiliated with Xi'an Jiaotong University in China. Their primary research field is Computer Science, with a focus on several subfields and topics.

The main subfields of their research include:

Artificial Intelligence
Computer Vision and Pattern Recognition
Information Systems
Computer Networks and Communications
Statistical and Nonlinear Physics

The primary topics covered by their work are:

Advanced Graph Neural Networks
Topic Modeling
Domain Adaptation and Few-Shot Learning
Natural Language Processing Techniques
Multimodal Machine Learning Applications
Complex Network Analysis Techniques
Text and Document Classification Technologies

Their recent publications include:

"ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning," 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence
"Self-weighted Robust LDA for Multiclass Classification with Edge Classes," 2020, ACM Transactions on Intelligent Systems and Technology
"A survey on deploying mobile deep learning applications: A systemic and technical perspective," 2021, Digital Communications and Networks
"Semantics-Guided Contrastive Network for Zero-Shot Object Detection," 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence
"A Deep Multi-View Framework for Anomaly Detection on Attributed Networks," 2020, IEEE Transactions on Knowledge and Data Engineering

Frequent co-authors working with Qinghua Zheng include:

Minnan Luo
Yanping Chen
Bo Dong
Feng Tian
Xiaojun Chang

Their publications are most often found in the following venues:

arXiv (Cornell University)
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Image Processing
Knowledge-Based Systems
Expert Systems with Applications

Best Publications

Graph Representation Learning via Graphical Mutual Information Maximization

Zhen Peng;Wenbing Huang;Minnan Luo;Qinghua Zheng

561
Citations
Regularized Extreme Learning Machine

Wanyu Deng;Qinghua Zheng;Lin Chen

537
Citations
GLEAM : The GaLactic and Extragalactic All-sky MWA survey

R. B. Wayth;E. Lenc;M. E. Bell;J. R. Callingham;J. R. Callingham

370
Citations
An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition

Minnan Luo;Xiaojun Chang;Liqiang Nie;Yi Yang

328
Citations
An E-learning Ecosystem Based on Cloud Computing Infrastructure

Bo Dong;Qinghua Zheng;Jie Yang;Haifei Li

327
Citations
Android Malware Familial Classification and Representative Sample Selection via Frequent Subgraph Analysis

Ming Fan;Jun Liu;Xiapu Luo;Kai Chen

233
Citations
Adaptive Unsupervised Feature Selection With Structure Regularization

Minnan Luo;Feiping Nie;Xiaojun Chang;Yi Yang

226
Citations
A Novel Approach to Improving the Efficiency of Storing and Accessing Small Files on Hadoop: A Case Study by PowerPoint Files

Bo Dong;Jie Qiu;Qinghua Zheng;Xiao Zhong

208
Citations
ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks

Zhen Peng;Minnan Luo;Jundong Li;Huan Liu

190
Citations
Cross-person activity recognition using reduced kernel extreme learning machine.

Wan-Yu Deng;Qing-Hua Zheng;Zhong-Min Wang

179
Citations
Virtual machine consolidated placement based on multi-objective biogeography-based optimization

Qinghua Zheng;Rui Li;Xiuqi Li;Nazaraf Shah

177
Citations
ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning.

Caixia Yan;Xiaojun Chang;Zhihui Li;Weili Guan

164
Citations
An optimized approach for storing and accessing small files on cloud storage

Bo Dong;Qinghua Zheng;Feng Tian;Kuo-Ming Chao

163
Citations
BlueSky Cloud Framework: An E-Learning Framework Embracing Cloud Computing

Bo Dong;Qinghua Zheng;Mu Qiao;Jian Shu

161
Citations
Power-Aware and Performance-Guaranteed Virtual Machine Placement in the Cloud

Hui Zhao;Jing Wang;Feng Liu;Quan Wang

155
Citations
A multi-constraint learning path recommendation algorithm based on knowledge map

Haiping Zhu;Feng Tian;Ke Wu;Nazaraf Shah

124
Citations
Automatic extraction of titles from general documents using machine learning

Yunhua Hu;Hang Li;Yunbo Cao;Dmitriy Meyerzon

123
Citations
Ordinal extreme learning machine

Wan-Yu Deng;Qing-Hua Zheng;Shiguo Lian;Lin Chen

120
Citations
Service Candidate Identification from Monolithic Systems Based on Execution Traces

Wuxia Jin;Ting Liu;Yuanfang Cai;Rick Kazman

116
Citations
Self-weighted Robust LDA for Multiclass Classification with Edge Classes

Caixia Yan;Xiaojun Chang;Minnan Luo;Qinghua Zheng

114
Citations
A Fast Reduced Kernel Extreme Learning Machine

Wan-Yu Deng;Yew-Soon Ong;Qing-Hua Zheng

94
Citations

Frequent Co-Authors

Bryan Gaensler University of California, Santa Cruz

Lister Staveley-Smith University of Western Australia

Steven Tingay Curtin University

David L. Kaplan University of Wisconsin–Milwaukee

Gianni Bernardi National Institute for Astrophysics

Xiaohong Guan Xi'an Jiaotong University

Zijiang Yang Western Michigan University

Zheng Yan Xidian University

Lincoln J. Greenhill Harvard University

Yan Chen Northwestern University

External Links

Personal website of Qinghua Zheng

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