Xiaohua Xie

6.9k total citations · 2 hit papers
220 papers, 4.6k citations indexed

About

Xiaohua Xie is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Molecular Biology. According to data from OpenAlex, Xiaohua Xie has authored 220 papers receiving a total of 4.6k indexed citations (citations by other indexed papers that have themselves been cited), including 97 papers in Computer Vision and Pattern Recognition, 34 papers in Artificial Intelligence and 19 papers in Molecular Biology. Recurrent topics in Xiaohua Xie's work include Video Surveillance and Tracking Methods (34 papers), Advanced Image and Video Retrieval Techniques (21 papers) and Human Pose and Action Recognition (20 papers). Xiaohua Xie is often cited by papers focused on Video Surveillance and Tracking Methods (34 papers), Advanced Image and Video Retrieval Techniques (21 papers) and Human Pose and Action Recognition (20 papers). Xiaohua Xie collaborates with scholars based in China, United States and Hong Kong. Xiaohua Xie's co-authors include Jianhuang Lai, Lingxiao Yang, Ru‐Yuan Zhang, Lida Li, Zhanxiang Feng, Xiaoming Zhang, Huajun Zhou, Zixuan Chen, Wei‐Shi Zheng and Guangcong Wang and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and NeuroImage.

In The Last Decade

Xiaohua Xie

198 papers receiving 4.5k 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.

SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks

2021 499 citations Lingxiao Yang, Ru‐Yuan Zhang et al. International Conference on Machine Learning profile →
Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection

2020 275 citations Xiaohua Xie, Jianhuang Lai et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xiaohua Xie China	36	2.1k	517	418	364	338	220	4.6k
Carole H. Sudre United Kingdom	27	878 0.4×	508 1.0×	604 1.4×	223 0.6×	541 1.6×	108	4.5k
Ervin Sejdić United States	41	693 0.3×	1.1k 2.1×	561 1.3×	190 0.5×	1.1k 3.3×	253	6.6k
A. Distante Italy	47	622 0.3×	407 0.8×	142 0.3×	460 1.3×	720 2.1×	290	8.7k
Yanfeng Li China	34	557 0.3×	383 0.7×	602 1.4×	721 2.0×	278 0.8×	235	5.7k
Mihail Popescu United States	30	1.3k 0.6×	87 0.2×	968 2.3×	288 0.8×	968 2.9×	237	3.9k
Ehsan Adeli United States	36	1.6k 0.8×	177 0.3×	1.6k 3.7×	139 0.4×	432 1.3×	139	4.6k
Nicos Maglaveras Greece	30	789 0.4×	194 0.4×	875 2.1×	393 1.1×	603 1.8×	308	5.3k
Branko G. Celler Australia	38	2.2k 1.1×	370 0.7×	488 1.2×	177 0.5×	2.6k 7.7×	256	6.6k
Wei Chen China	38	653 0.3×	344 0.7×	411 1.0×	285 0.8×	1.8k 5.4×	347	6.1k
Bjoern M. Eskofier Germany	39	1.3k 0.6×	468 0.9×	930 2.2×	136 0.4×	2.9k 8.7×	416	7.9k

Countries citing papers authored by Xiaohua Xie

Since Specialization

Citations

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

Fields of papers citing papers by Xiaohua Xie

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaohua Xie

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

Chen, Hongxu, et al.. (2025). Unsupervised group re-identification from aerial perspective via strategic member harmonization. Pattern Recognition. 164. 111508–111508.

Satoh, Ayano, et al.. (2025). PTPA localized in the Golgi apparatus plays an important role in osteoblast differentiation. Biochemical and Biophysical Research Communications. 748. 151329–151329.

Xie, Xiaohua, et al.. (2025). A nomogram including serum iron metabolism-related indicator and cerebral microbleeds for predicting vascular cognitive impairment in patients. Journal of Alzheimer s Disease. 106(4). 1321–1336.

Xie, Xiaohua, et al.. (2025). Cross-Camera Pedestrian Trajectory Retrieval Based on Linear Trajectory Manifolds. IEEE Transactions on Image Processing. 34. 1545–1559. 1 indexed citations

Yang, Lingxiao, Dapeng Chen, Yifei Chen, Wei Peng, & Xiaohua Xie. (2024). A Neuroinspired Contrast Mechanism enables Few-Shot Object Detection. Pattern Recognition. 156. 110766–110766. 1 indexed citations

Qiao, Bo, et al.. (2024). Differentiable gated autoencoders for unsupervised feature selection. Neurocomputing. 601. 128202–128202. 3 indexed citations

Xie, Xiaohua, et al.. (2024). Multi-view contrastive clustering via integrating graph aggregation and confidence enhancement. Information Fusion. 108. 102393–102393. 18 indexed citations

Yang, Lingxiao, Zhen Hui, Le Li, et al.. (2023). Functional diversity of visual cortex improves constraint-free natural image reconstruction from human brain activity. Fundamental Research. 5(6). 2639–2648. 2 indexed citations

Xie, Xiaohua, et al.. (2023). Cross-Camera Trajectories Help Person Retrieval in a Camera Network. IEEE Transactions on Image Processing. 32. 3806–3820. 4 indexed citations

10.

Xie, Xiaohua, Pan Zhou, Longhe Yang, et al.. (2022). Genetic Blockade of NAAA Cell-specifically Regulates Fatty Acid Ethanolamides (FAEs) Metabolism and Inflammatory Responses. Frontiers in Pharmacology. 12. 817603–817603. 13 indexed citations

11.

Yang, Lingxiao, Ru‐Yuan Zhang, Lida Li, & Xiaohua Xie. (2021). SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks. International Conference on Machine Learning. 11863–11874. 499 indexed citations breakdown →

12.

Zhang, Xiaoming, Jing Jiao, Jing Cao, et al.. (2021). Frailty as a predictor of mortality among patients with COVID-19: a systematic review and meta-analysis. BMC Geriatrics. 21(1). 79 indexed citations

13.

Liang, Wenqi, Guangcong Wang, Jianhuang Lai, & Xiaohua Xie. (2021). Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification. IEEE Transactions on Image Processing. 30. 6392–6407. 73 indexed citations

14.

Sosa, Sebastiàn, et al.. (2020). A multilevel statistical toolkit to study animal social networks: the Animal Network Toolkit Software (ANTs) R package. Scientific Reports. 10(1). 12507–12507. 28 indexed citations

15.

Chen, Chuan, et al.. (2020). Peak Outpatient and Emergency Department Visit Forecasting for Patients With Chronic Respiratory Diseases Using Machine Learning Methods: Retrospective Cohort Study. JMIR Medical Informatics. 8(3). e13075–e13075. 16 indexed citations

16.

Wang, Guangcong, et al.. (2019). Spatial-Temporal Person Re-Identification. Proceedings of the AAAI Conference on Artificial Intelligence. 33(1). 8933–8940. 120 indexed citations

17.

Zhang, Xiaoming, Qingli Dou, Wenwu Zhang, et al.. (2019). Frailty as a Predictor of All-Cause Mortality Among Older Nursing Home Residents: A Systematic Review and Meta-analysis. Journal of the American Medical Directors Association. 20(6). 657–663.e4. 67 indexed citations

18.

Zhang, Xiaoming, Conghua Wang, Qingli Dou, et al.. (2018). Sarcopenia as a predictor of all-cause mortality among older nursing home residents: a systematic review and meta-analysis. BMJ Open. 8(11). e021252–e021252. 96 indexed citations

19.

Liu, Zhaowen, Jie Zhang, Xiaohua Xie, et al.. (2018). Neural and genetic determinants of creativity. NeuroImage. 174. 164–176. 52 indexed citations

20.

Xie, Xiaohua, Wei‐Shi Zheng, Jianhuang Lai, Pong C. Yuen, & Ching Y. Suen. (2010). Normalization of Face Illumination Based on Large-and Small-Scale Features. IEEE Transactions on Image Processing. 20(7). 1807–1821. 98 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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