Zhenghua Chen

13.4k total citations · 9 hit papers
225 papers, 9.3k citations indexed

About

Zhenghua Chen is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering. According to data from OpenAlex, Zhenghua Chen has authored 225 papers receiving a total of 9.3k indexed citations (citations by other indexed papers that have themselves been cited), including 54 papers in Artificial Intelligence, 47 papers in Computer Vision and Pattern Recognition and 44 papers in Electrical and Electronic Engineering. Recurrent topics in Zhenghua Chen's work include Anomaly Detection Techniques and Applications (22 papers), Indoor and Outdoor Localization Technologies (20 papers) and Domain Adaptation and Few-Shot Learning (18 papers). Zhenghua Chen is often cited by papers focused on Anomaly Detection Techniques and Applications (22 papers), Indoor and Outdoor Localization Technologies (20 papers) and Domain Adaptation and Few-Shot Learning (18 papers). Zhenghua Chen collaborates with scholars based in Singapore, China and United States. Zhenghua Chen's co-authors include Ruqiang Yan, Min Wu, Xiaoli Li, Rui Zhao, Kezhi Mao, Peng Wang, Robert X. Gao, Yeng Chai Soh, Le Zhang and Lihua Xie and has published in prestigious journals such as Nucleic Acids Research, Environmental Science & Technology and The Journal of Immunology.

In The Last Decade

Zhenghua Chen

213 papers receiving 9.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep learning and its applications to machine health monitoring

2018 1.9k citations Ruqiang Yan, Zhenghua Chen et al. Mechanical Systems and Signal Processing profile →
Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach

2020 437 citations Zhenghua Chen, Min Wu et al. profile →
A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems

2019 410 citations Kaizhou Gao, Zhiguang Cao et al. profile →
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG

2021 378 citations Emadeldeen Eldele, Zhenghua Chen et al. profile →
WiFi CSI Based Passive Human Activity Recognition Using Attention Based BLSTM

2018 333 citations Zhenghua Chen, Le Zhang et al. IEEE Transactions on Mobile Computing profile →
Fusion of WiFi, Smartphone Sensors and Landmarks Using the Kalman Filter for Indoor Localization

2015 303 citations Zhenghua Chen, Lihua Xie et al. profile →
Time-Series Representation Learning via Temporal and Contextual Contrasting

2021 289 citations Emadeldeen Eldele, Mohamed Ragab et al. profile →
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

2023 89 citations Emadeldeen Eldele, Mohamed Ragab et al. profile →
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

2024 41 citations Yucheng Wang, Yuecong Xu et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers

Countries citing papers authored by Zhenghua Chen

Since Specialization

Citations

This map shows the geographic impact of Zhenghua Chen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Zhenghua Chen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zhenghua Chen more than expected).

Fields of papers citing papers by Zhenghua Chen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zhenghua Chen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Zhenghua Chen. The network helps show where Zhenghua Chen may publish in the future.

Co-authorship network of co-authors of Zhenghua Chen

This figure shows the co-authorship network connecting the top 25 collaborators of Zhenghua Chen. A scholar is included among the top collaborators of Zhenghua Chen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Zhenghua Chen. Zhenghua Chen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Evidentially Calibrated Source-Free Time-Series Domain Adaptation With Temporal Imputation 2025 ·IEEE Transactions on Knowledge and Data Engineering ·Mohamed Ragab, (unknown), Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen	0
2	Improve Knowledge Distillation via Label Revision and Data Selection 2025 ·IEEE Transactions on Cognitive and Developmental Systems ·(unknown), Yiu‐ming Cheung, Qing Xu, (unknown), Zhikai Hu, Mengke Li, Zhenghua Chen	0
3	Noise-robust multi-view graph neural network for fault diagnosis of rotating machinery 2024 ·Mechanical Systems and Signal Processing ·Chenyang Li, Lingfei Mo, Chee Keong Kwoh, (unknown), Zhenghua Chen, Min Wu, Ruqiang Yan	19
4	Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data breakdown → 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen	41
5	Masked Autoencoders for 3D Point Cloud Self-supervised Learning 2024 ·Yatian Pang, Eng Hock Tay, (unknown), Zhenghua Chen	1
6	Label-Efficient Time Series Representation Learning: A Review 2024 ·IEEE Transactions on Artificial Intelligence ·Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li	9
7	WiSR: Wireless Domain Generalization Based on Style Randomization 2023 ·IEEE Transactions on Mobile Computing ·Shijia Liu, Zhenghua Chen, Min Wu, Chang Liu, Liangyin Chen	4
8	Generalizing Wireless Cross-Multiple-Factor Gesture Recognition to Unseen Domains 2023 ·IEEE Transactions on Mobile Computing ·Shijia Liu, Zhenghua Chen, Min Wu, (unknown), Bin Xing, Liangyin Chen	3
9	Handling Labeled Data Insufficiency: Semi-supervised Learning with Self-Training Mixup Decision Tree for Classification of Network Attacking Traffic 2022 ·IEEE Transactions on Dependable and Secure Computing ·(unknown), Sin G. Teo, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Tram Truong-Huu	6
10	Reinforced Adaptation Network for Partial Domain Adaptation 2022 ·IEEE Transactions on Circuits and Systems for Video Technology ·Keyu Wu, Min Wu, Zhenghua Chen, Ruibing Jin, Wei Cui, Zhiguang Cao, Xiaoli Li	8
11	Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation 2020 ·IEEE Transactions on Vehicular Technology ·Zhiguang Cao, Hongliang Guo, Wen Song, Kaizhou Gao, Zhenghua Chen, Le Zhang, Xuexi Zhang	52
12	Key Nodes Selection in Controlling Complex Networks via Convex Optimization 2019 ·IEEE Transactions on Cybernetics ·Jie Ding, Changyun Wen, Guoqi Li, Zhenghua Chen	7
13	Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori 2019 ·IEEE Transactions on Instrumentation and Measurement ·Zhenghua Chen, Chaoyang Jiang, Shili Xiang, Jie Ding, Min Wu, Xiaoli Li	82
14	Magnetic Field Effect on Critical Current of Different Structural HTS DC Cables 2019 ·IEEE Transactions on Applied Superconductivity ·(unknown), Zhenghua Chen, Lina Wang	7
15	Advances in bioremediation technologies of contaminated soils by heavy metal in metallic mines. 2010 ·Environmental Science & Technology ·Xi Zhang, (unknown), (unknown), Zhenghua Chen, Xu Wang	3
16	Studies on Introduction of Double Resistance to Insect Gene into Anthurium andraeanum Lind. via Laser Microbeam Puncture 2009 ·Jiguang shengwu xuebao ·Zhenghua Chen	2
17	Study on Release of Resveratrol from Chitosan Nanoparticles 2006 ·Zhōnghuá yàoxué zázhì ·(unknown), (unknown), (unknown), (unknown), (unknown), Zhenghua Chen	0
18	Studies on Introduction of Bean Chitinase Gene into Brassica napus via Laser Microbeam Puncture 1999 ·Jiguang shengwu xuebao ·(unknown), Lanlan Wang, (unknown), (unknown), Lihua Zhang, Guizhen Liu, Zhenghua Chen	1
19	Microdissection and Recovery of 1R Chromosome in Rye ( Secale cereale ) 1997 ·Journal of Integrative Plant Biology ·Lihua Cui, (unknown), Lanlan Wang, LI Liang-cai, Zhenghua Chen	3
20	Embryogenesis of isolated microspores of Brassica napus in culture 1995 ·Acta Genetica Sinica ·Jun Chen, Zhenghua Chen, (unknown), (unknown), Lihua Zhang, (unknown)	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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