Qinghua Hu

35.6k total citations · 8 hit papers
431 papers, 23.1k citations indexed

About

Qinghua Hu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics. According to data from OpenAlex, Qinghua Hu has authored 431 papers receiving a total of 23.1k indexed citations (citations by other indexed papers that have themselves been cited), including 212 papers in Artificial Intelligence, 175 papers in Computer Vision and Pattern Recognition and 102 papers in Computational Theory and Mathematics. Recurrent topics in Qinghua Hu's work include Rough Sets and Fuzzy Logic (99 papers), Domain Adaptation and Few-Shot Learning (58 papers) and Face and Expression Recognition (57 papers). Qinghua Hu is often cited by papers focused on Rough Sets and Fuzzy Logic (99 papers), Domain Adaptation and Few-Shot Learning (58 papers) and Face and Expression Recognition (57 papers). Qinghua Hu collaborates with scholars based in China, United States and Hong Kong. Qinghua Hu's co-authors include Pengfei Zhu, Wangmeng Zuo, Daren Yu, Qilong Wang, Peihua Li, Zongxia Xie, Degang Chen, Jinfu Liu, Changzhong Wang and Dongwei Ren and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and The Astrophysical Journal.

In The Last Decade

Qinghua Hu

406 papers receiving 22.5k citations

Hit Papers

align trajectories sort by overperformance

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.

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

2020 4.9k citations Qilong Wang, Pengfei Zhu et al. profile →
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

2021 891 citations Qinghua Hu, Wangmeng Zuo et al. profile →
Neighborhood rough set based heterogeneous feature subset selection

2008 801 citations Qinghua Hu, Daren Yu et al. profile →
Progressive Image Deraining Networks: A Better and Simpler Baseline

2019 616 citations Wangmeng Zuo, Qinghua Hu et al. profile →
Detection and Tracking Meet Drones Challenge

2021 566 citations Pengfei Zhu, Qinghua Hu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Transfer learning for short-term wind speed prediction with deep neural networks

2015 369 citations Qinghua Hu et al. profile →
Drone-Based RGB-Infrared Cross-Modality Vehicle Detection Via Uncertainty-Aware Learning

2022 295 citations Bing Cao, Pengfei Zhu et al. IEEE Transactions on Circuits and Systems for Video Technology profile →
A Fitting Model for Feature Selection With Fuzzy Rough Sets

2016 217 citations Qinghua Hu et al. IEEE Transactions on Fuzzy Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Qinghua Hu China	68	9.3k	8.7k	6.2k	4.0k	2.1k	431	23.1k
Xindong Wu China	67	9.5k 1.0×	14.2k 1.6×	2.3k 0.4×	6.3k 1.6×	1.5k 0.7×	655	28.3k
Sankar K. Pal India	58	5.9k 0.6×	6.9k 0.8×	3.3k 0.5×	2.0k 0.5×	2.2k 1.0×	332	16.5k
Sam Kwong Hong Kong	73	11.0k 1.2×	8.5k 1.0×	4.3k 0.7×	772 0.2×	2.4k 1.1×	671	24.5k
Laith Abualigah Jordan	70	3.8k 0.4×	12.9k 1.5×	4.5k 0.7×	2.5k 0.6×	591 0.3×	612	26.4k
Mohamed Abd Elaziz Egypt	77	3.4k 0.4×	11.6k 1.3×	3.4k 0.5×	1.5k 0.4×	733 0.4×	438	24.3k
Aboul Ella Hassanien Egypt	69	3.8k 0.4×	8.0k 0.9×	2.2k 0.4×	1.7k 0.4×	716 0.3×	669	19.5k
Maoguo Gong China	69	5.0k 0.5×	6.8k 0.8×	2.9k 0.5×	1.2k 0.3×	6.0k 2.9×	605	19.0k
Alexander J. Smola United States	42	8.8k 0.9×	11.8k 1.4×	1.2k 0.2×	2.5k 0.6×	1.6k 0.7×	100	25.2k
Derviş Karaboğa Türkiye	50	3.5k 0.4×	13.6k 1.6×	5.2k 0.8×	1.3k 0.3×	570 0.3×	134	26.8k
Xin‐She Yang United Kingdom	67	3.7k 0.4×	16.7k 1.9×	7.6k 1.2×	1.4k 0.4×	747 0.4×	325	34.1k

Countries citing papers authored by Qinghua Hu

Since Specialization

Citations

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

Fields of papers citing papers by Qinghua Hu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Qinghua Hu

This figure shows the co-authorship network connecting the top 25 collaborators of Qinghua Hu. A scholar is included among the top collaborators of Qinghua Hu 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 Qinghua Hu. Qinghua Hu 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

Wang, Xinbo, et al.. (2025). Uncertainty-Aware Superpoint Graph Transformer for Weakly Supervised 3-D Semantic Segmentation. IEEE Transactions on Fuzzy Systems. 33(6). 1899–1912. 1 indexed citations

Hu, Qinghua, et al.. (2025). Heterogeneous Dynamic-Aware GNN for RUL Prediction of Aeroengine. IEEE Transactions on Instrumentation and Measurement. 74. 1–14. 1 indexed citations

Shi, Yucheng, et al.. (2024). VADS: Visuo-Adaptive DualStrike attack on visual question answer. Computer Vision and Image Understanding. 249. 104137–104137.

Liu, Yang, et al.. (2024). Soft independence guided filter pruning. Pattern Recognition. 153. 110488–110488. 3 indexed citations

Wang, Yu, et al.. (2024). Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning. Proceedings of the AAAI Conference on Artificial Intelligence. 38(11). 11927–11935. 2 indexed citations

Cao, Bing, et al.. (2024). LiDAR-Camera Continuous Fusion in Voxelized Grid for Semantic Scene Completion. IEEE Transactions on Circuits and Systems for Video Technology. 34(12). 12330–12344. 3 indexed citations

Wang, Haijun, Qinghua Hu, Yang Liu, et al.. (2024). Study on the Rheological and Thixotropic Properties of Fiber-Reinforced Cemented Paste Backfill Containing Blast Furnace Slag. Minerals. 14(10). 964–964. 3 indexed citations

Xia, Shuyin, et al.. (2024). Granular-Ball Fuzzy Set and Its Implement in SVM. IEEE Transactions on Knowledge and Data Engineering. 36(11). 6293–6304. 8 indexed citations

Wang, Yu, et al.. (2024). Exploring Diverse Representations for Open Set Recognition. Proceedings of the AAAI Conference on Artificial Intelligence. 38(6). 5731–5739. 3 indexed citations

10.

Liu, Yang, et al.. (2023). Skeleton Neural Networks via Low-Rank Guided Filter Pruning. IEEE Transactions on Circuits and Systems for Video Technology. 33(12). 7197–7211. 9 indexed citations

11.

Wang, Qilong, Jiangtao Xie, Pengfei Zhu, et al.. (2023). Towards a Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(12). 15802–15819. 2 indexed citations

12.

Cao, Bing, et al.. (2023). Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis. IEEE Transactions on Multimedia. 26. 995–1010. 12 indexed citations

13.

Fan, Tingting, Yuanyuan Lu, Lu Yang, et al.. (2022). Meta-analysis of Cd input-output fluxes in agricultural soil. Chemosphere. 303(Pt 2). 134974–134974. 35 indexed citations

14.

Wang, Mingxiu, et al.. (2022). Correction of multi-scale sunglint reflections from the water surface in airborne high-spatial resolution optical images. Optics Express. 30(25). 45910–45910. 2 indexed citations

15.

Zhu, Pengfei, et al.. (2020). Progressive Point To Set Metric Learning For Semi-Supervised Few-Shot Classification. 196–200. 6 indexed citations

16.

Wu, Xumeng, Qiuxiang Huang, Yu Mao, et al.. (2019). Sensors for determination of uranium: A review. TrAC Trends in Analytical Chemistry. 118. 89–111. 103 indexed citations

17.

Hu, Qinghua. (2010). Technique for constructing multiple classification systems based on rough set reduction. Computer Engineering and Applications Journal. 1 indexed citations

18.

Wei, Jinmao, Xiaojie Yuan, Qinghua Hu, & Shuqin Wang. (2009). A novel measure for evaluating classifiers. Expert Systems with Applications. 37(5). 3799–3809. 46 indexed citations

19.

Hu, Qinghua, Zongxia Xie, & Daren Yu. (2007). Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Pattern Recognition. 40(12). 3509–3521. 324 indexed citations

20.

Hu, Qinghua. (2007). Fault Diagnosis Method Based on Sign Directed Graph Models. Journal of Power Engineering. 1 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.

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