2026 Zhiyong Cheng: 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	43	8111	7883	1068	1062	151	5803

Overview

Zhiyong Cheng is affiliated with Qilu University of Technology in China and has a research focus in Computer Science with a substantial number of publications reaching 191. Their work spans multiple subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Computer Networks and Communications, and Social Psychology.

Their research topics cover a range of areas such as:

Recommender Systems and Techniques
Advanced Image and Video Retrieval Techniques
Multimodal Machine Learning Applications
Advanced Graph Neural Networks
Topic Modeling
Video Surveillance and Tracking Methods
Domain Adaptation and Few-Shot Learning

Zhiyong Cheng has authored publications in key venues including:

arXiv (Cornell University)
IEEE Transactions on Knowledge and Data Engineering
ACM Transactions on Information Systems
IEEE Transactions on Multimedia
IEEE Transactions on Circuits and Systems for Video Technology

Several recent papers provide insight into the scope of their research contributions:

"Deep Collaborative Multi-View Hashing for Large-Scale Image Search" (2020), IEEE Transactions on Image Processing
"DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning" (2020), IEEE Transactions on Multimedia
"Disentangled Graph Neural Networks for Session-Based Recommendation" (2022), IEEE Transactions on Knowledge and Data Engineering
"Disentangled Multimodal Representation Learning for Recommendation" (2022), IEEE Transactions on Multimedia
"An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation" (2020), IEEE Transactions on Knowledge and Data Engineering

Frequent collaborators include Liqiang Nie, Fan Liu, Lei Zhu, Mohan Kankanhalli, and Jingjing Li. This network reflects joint work in areas such as recommendation systems and multimedia processing.

Best Publications

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews

Zhiyong Cheng;Ying Ding;Lei Zhu;Mohan Kankanhalli

298
Citations
Interest-aware Message-Passing GCN for Recommendation

Fan Liu;Zhiyong Cheng;Lei Zhu;Zan Gao

274
Citations
MMALFM: Explainable Recommendation by Leveraging Reviews and Images

Zhiyong Cheng;Xiaojun Chang;Lei Zhu;Rose C. Kanjirathinkal

221
Citations
Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval

Lei Zhu;Jialie Shen;Liang Xie;Zhiyong Cheng

210
Citations
A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction

Zhiyong Cheng;Ying Ding;Xiangnan He;Lei Zhu

205
Citations
On Effective Location-Aware Music Recommendation

Zhiyong Cheng;Jialie Shen

160
Citations
Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews

Zhiyong Cheng;Ying Ding;Lei Zhu;Mohan Kankanhalli

154
Citations
Symmetry Hierarchy of Man‐Made Objects

Yanzhen Wang;Yanzhen Wang;Kai Xu;Kai Xu;Jun Li;Hao Zhang

139
Citations
Deep Collaborative Multi-View Hashing for Large-Scale Image Search

Lei Zhu;Xu Lu;Zhiyong Cheng;Jingjing Li

136
Citations
Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation

Zhiyong Cheng;Jialie Shen

134
Citations
Online Multi-modal Hashing with Dynamic Query-adaption

Xu Lu;Lei Zhu;Zhiyong Cheng;Liqiang Nie

123
Citations
Just-for-me: an adaptive personalization system for location-aware social music recommendation

Zhiyong Cheng;Jialie Shen;Tao Mei

122
Citations
DeepDance: Music-to-Dance Motion Choreography With Adversarial Learning

Guofei Sun;Yongkang Wong;Zhiyong Cheng;Mohan S. Kankanhalli

117
Citations
Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval

Xu Lu;Lei Zhu;Zhiyong Cheng;Jingjing Li

111
Citations
Attentive Long Short-Term Preference Modeling for Personalized Product Search

Yangyang Guo;Zhiyong Cheng;Liqiang Nie;Yinglong Wang

111
Citations
Attentive Aspect Modeling for Review-Aware Recommendation

Xinyu Guan;Zhiyong Cheng;Xiangnan He;Yongfeng Zhang

109
Citations
Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval

Lei Zhu;Jialie Shen;Liang Xie;Zhiyong Cheng

107
Citations
Disentangled Multimodal Representation Learning for Recommendation

Unknown

98
Citations
MMALFM: Explainable Recommendation by Leveraging Reviews and Images

Zhiyong Cheng;Xiaojun Chang;Lei Zhu;Rose C. Kanjirathinkal

94
Citations
Unsupervised Online Video Object Segmentation With Motion Property Understanding

Tao Zhuo;Zhiyong Cheng;Peng Zhang;Yongkang Wong

91
Citations
User Diverse Preference Modeling by Multimodal Attentive Metric Learning.

Fan Liu;Zhiyong Cheng;Changchang Sun;Yinglong Wang

81
Citations
Personalized Hashtag Recommendation for Micro-videos

Yinwei Wei;Zhiyong Cheng;Xuzheng Yu;Zhou Zhao

76
Citations
Exploiting music play sequence for music recommendation

Zhiyong Cheng;Jialie Shen;Lei Zhu;Mohan S. Kankanhalli

74
Citations
Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

Zhiyong Cheng;Daniel Soudry;Zexi Mao;Zhen-zhong Lan

64
Citations
User Diverse Preference Modeling by Multimodal Attentive Metric Learning

Fan Liu;Zhiyong Cheng;Changchang Sun;Yinglong Wang

22
Citations

Frequent Co-Authors

Lei Zhu Tongji University

Liqiang Nie Shandong University

Mohan S. Kankanhalli National University of Singapore

Jialie Shen City, University of London

Huaxiang Zhang Shandong Normal University

Shengyong Chen Tianjin University of Technology

Steven C. H. Hoi Alibaba Group (China)

Meng Wang Hefei University of Technology

Xiangnan He University of Science and Technology of China

Haiyan Miao Institute of High Performance Computing

External Links

Personal website of Zhiyong Cheng

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