Junhua Gu

632 total citations
50 papers, 418 citations indexed

About

Junhua Gu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering. According to data from OpenAlex, Junhua Gu has authored 50 papers receiving a total of 418 indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Artificial Intelligence, 17 papers in Computer Vision and Pattern Recognition and 8 papers in Control and Systems Engineering. Recurrent topics in Junhua Gu's work include Advanced Graph Neural Networks (10 papers), Metaheuristic Optimization Algorithms Research (8 papers) and Advanced Neural Network Applications (6 papers). Junhua Gu is often cited by papers focused on Advanced Graph Neural Networks (10 papers), Metaheuristic Optimization Algorithms Research (8 papers) and Advanced Neural Network Applications (6 papers). Junhua Gu collaborates with scholars based in China, United Kingdom and Austria. Junhua Gu's co-authors include Liang Yang, Yuanfang Guo, Xiaochun Cao, Chuan Wang, Yongfeng Dong, Likui Wang, Hamid Reza Karimi, Chao‐Hsien Chu, Qijun Gu and Boying Liu and has published in prestigious journals such as PLoS ONE, Information Sciences and IEEE Transactions on Fuzzy Systems.

In The Last Decade

Junhua Gu

48 papers receiving 399 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Junhua Gu China 12 237 111 65 63 60 50 418
M. M. Raghuwanshi India 10 248 1.0× 121 1.1× 51 0.8× 72 1.1× 15 0.3× 62 496
Lixia Xue China 12 183 0.8× 154 1.4× 27 0.4× 30 0.5× 26 0.4× 57 405
Nur Ezlin Zamri Malaysia 10 258 1.1× 85 0.8× 38 0.6× 63 1.0× 27 0.5× 31 375
Ho-Sung Park South Korea 12 272 1.1× 45 0.4× 21 0.3× 42 0.7× 55 0.9× 38 452
Tiantian He China 16 261 1.1× 89 0.8× 27 0.4× 59 0.9× 129 2.1× 51 555
Jie Wen China 10 364 1.5× 47 0.4× 133 2.0× 114 1.8× 12 0.2× 28 557
Yanwei Yu China 15 357 1.5× 162 1.5× 59 0.9× 206 3.3× 97 1.6× 50 609
Kai-Qing Zhou China 15 212 0.9× 54 0.5× 53 0.8× 45 0.7× 23 0.4× 44 505

Countries citing papers authored by Junhua Gu

Since Specialization
Citations

This map shows the geographic impact of Junhua Gu'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 Junhua Gu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junhua Gu more than expected).

Fields of papers citing papers by Junhua Gu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Junhua Gu. 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 Junhua Gu. The network helps show where Junhua Gu may publish in the future.

Co-authorship network of co-authors of Junhua Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Junhua Gu. A scholar is included among the top collaborators of Junhua Gu 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 Junhua Gu. Junhua Gu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Zhang, Ping, et al.. (2024). Channel Attention-Based Conditional Diffusion Model Applied to Fault Diagnosis Under Imbalanced Data. Electronics. 13(23). 4807–4807. 1 indexed citations
2.
Xu, Zhenghua, Gang Xu, Yunxin Liu, et al.. (2023). Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning. Computers in Biology and Medicine. 169. 107877–107877. 10 indexed citations
3.
Xu, Zhenghua, Di Yuan, Junhua Gu, et al.. (2023). Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation. IEEE Transactions on Network Science and Engineering. 11(2). 1857–1871. 10 indexed citations
4.
Xu, Zhenghua, et al.. (2023). PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention. IEEE Transactions on Network Science and Engineering. 11(1). 427–438. 13 indexed citations
5.
Wang, Likui, Lei Zhang, Xiangpeng Xie, Xiaodong Liu, & Junhua Gu. (2023). Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching. Information Sciences. 651. 119730–119730. 1 indexed citations
6.
Wang, Likui, Hak‐Keung Lam, & Junhua Gu. (2022). Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm. IEEE Transactions on Cybernetics. 52(11). 11604–11613. 9 indexed citations
7.
Yang, Liang, Junhua Gu, Chuan Wang, et al.. (2022). Difference Residual Graph Neural Networks. Proceedings of the 30th ACM International Conference on Multimedia. 3 indexed citations
8.
Yang, Liang, Cheng Chen, Weixun Li, et al.. (2022). Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. Proceedings of the AAAI Conference on Artificial Intelligence. 36(4). 4327–4336. 8 indexed citations
9.
Yang, Liang, Junhua Gu, Chuan Wang, et al.. (2020). Graph Attention Topic Modeling Network. 144–154. 33 indexed citations
10.
Qi, Yongjun, et al.. (2019). Pulmonary nodule image super-resolution using multi-scale deep residual channel attention network with joint optimization. The Journal of Supercomputing. 76(2). 1005–1019. 6 indexed citations
11.
Gu, Junhua, et al.. (2015). Improved L0 Gradient Minimization with L1 Fidelity for Image Smoothing. PLoS ONE. 10(9). e0138682–e0138682. 7 indexed citations
12.
Dong, Yongfeng, et al.. (2014). Routing Optimization of Intelligent Vehicle in Automated Warehouse. Discrete Dynamics in Nature and Society. 2014. 1–14. 7 indexed citations
13.
Gu, Junhua. (2012). Applied research on a high-Q resonant wireless power transmission technology. Advanced Technology of Electrical Engineering and Energy.
14.
Song, Qingzeng, Junhua Gu, & Jinzhu Zhang. (2011). Design and implementation of an FPGA-based high-performance improved vector-reduction method. V2–52. 1 indexed citations
15.
Gu, Junhua, et al.. (2010). Improved culture ant colony optimization method for solving TSP problem. Computer Engineering and Applications Journal. 46(26). 49–52. 2 indexed citations
16.
Dong, Yongfeng, et al.. (2009). Application of a Self-Adaptive Canny Algorithm for Detecting Road Surface Distress Image. 354–357. 3 indexed citations
17.
Gu, Junhua, et al.. (2009). A New Method for People-Counting Based on Support Vector Machine. 9. 342–345. 5 indexed citations
18.
Li, Nana, Zheng Zhao, Boying Liu, & Junhua Gu. (2008). Anomaly detection method by clustering normal data. Journal of Computer Applications. 28(6). 1438–1440. 1 indexed citations
19.
Song, Jie, et al.. (2008). Infrared passenger flow collection system based on RBF neural net. 1277–1281. 14 indexed citations
20.
Gu, Junhua, et al.. (2007). A novel niche genetic algorithm with local search ability. 4606–4609. 2 indexed citations

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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by M. M. Raghuwanshi Breakdown of academic impact, for papers by Lixia Xue Breakdown of academic impact, for papers by Nur Ezlin Zamri Breakdown of academic impact, for papers by Ho-Sung Park Breakdown of academic impact, for papers by Tiantian He Breakdown of academic impact, for papers by Jie Wen Breakdown of academic impact, for papers by Yanwei Yu Breakdown of academic impact, for papers by Kai-Qing Zhou
Rankless by CCL
2026