Zhi Liu

5.4k total citations · 2 hit papers
180 papers, 3.6k citations indexed

About

Zhi Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering. According to data from OpenAlex, Zhi Liu has authored 180 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Computer Vision and Pattern Recognition, 33 papers in Artificial Intelligence and 30 papers in Biomedical Engineering. Recurrent topics in Zhi Liu's work include Network Security and Intrusion Detection (13 papers), Remote-Sensing Image Classification (11 papers) and Anomaly Detection Techniques and Applications (11 papers). Zhi Liu is often cited by papers focused on Network Security and Intrusion Detection (13 papers), Remote-Sensing Image Classification (11 papers) and Anomaly Detection Techniques and Applications (11 papers). Zhi Liu collaborates with scholars based in China, United States and Australia. Zhi Liu's co-authors include Yang Xin, Haixia Hou, Yanmiao Li, Qingli Li, Hongliang Zhu, Chunhua Wang, Yuling Chen, Lizhen Cui, Yuefeng Zhao and Xiaoyan Xiao and has published in prestigious journals such as Journal of the American Chemical Society, SHILAP Revista de lepidopterología and Blood.

In The Last Decade

Zhi Liu

159 papers receiving 3.5k citations

Hit 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.

Machine Learning and Deep Learning Methods for Cybersecurity

2018 737 citations Yang Xin, Zhi Liu et al. IEEE Access profile →
Robust detection for network intrusion of industrial IoT based on multi-CNN fusion

2019 243 citations Zhi Liu, Haixia Hou et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Zhi Liu China	28	900	830	662	504	440	180	3.6k
Kaushik Roy United States	31	1.1k 1.3×	534 0.6×	779 1.2×	1.2k 2.3×	302 0.7×	284	3.7k
Yun Lin China	41	2.1k 2.3×	911 1.1×	492 0.7×	687 1.4×	223 0.5×	281	6.9k
Sen Wang China	35	1.2k 1.4×	541 0.7×	331 0.5×	1.1k 2.1×	296 0.7×	236	4.7k
N. Arunkumar India	37	993 1.1×	741 0.9×	493 0.7×	933 1.9×	504 1.1×	109	5.0k
Tai-hoon Kim South Korea	34	982 1.1×	1.4k 1.6×	437 0.7×	762 1.5×	185 0.4×	297	4.1k
Yun Yang China	30	1.6k 1.8×	338 0.4×	254 0.4×	907 1.8×	324 0.7×	210	3.4k
Jiayu Zhou United States	35	2.4k 2.7×	306 0.4×	313 0.5×	905 1.8×	155 0.4×	237	5.2k
Weishan Zhang China	27	1.2k 1.3×	776 0.9×	202 0.3×	579 1.1×	134 0.3×	234	3.1k
Ping Chen China	26	456 0.5×	390 0.5×	149 0.2×	543 1.1×	471 1.1×	289	3.1k
Jianyong Chen China	47	1.3k 1.5×	476 0.6×	163 0.2×	489 1.0×	743 1.7×	256	6.7k

Countries citing papers authored by Zhi Liu

Since Specialization

Citations

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

Fields of papers citing papers by Zhi Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhi Liu

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

Li, Kan, Zhi Liu, Xiaonan Hu, et al.. (2025). Morphable 3D architectures enabled by shear-guided approach. Materials Today. 86. 28–41. 1 indexed citations

Zhao, Wei, et al.. (2024). Understanding world models through multi-step pruning policy via reinforcement learning. Information Sciences. 686. 121361–121361. 2 indexed citations

Mi, Jia, et al.. (2024). A semi-automatic cardiovascular annotation and quantification toolbox utilizing prior knowledge-guided feature learning. Biomedical Signal Processing and Control. 102. 107201–107201. 1 indexed citations

Ye, Lan, et al.. (2024). DTNet: Dual-encoder generative adversarial network for generating breast cancer immunohistochemical images. 937–942. 1 indexed citations

Liu, Xiaojuan, et al.. (2024). Lesion region inpainting: an approach for pseudo-healthy image synthesis in intracranial infection imaging. Frontiers in Microbiology. 15. 1453870–1453870. 3 indexed citations

Deng, Hao, Jinliang Huang, Ning Gao, et al.. (2024). Nanotherapeutic System with Effective Microwave Sensitization and Pyroptosis Programming Enable Synergistic Microwave-Immunotherapy in Bladder Cancer. Biomaterials Research. 28. 77–77.

Wang, Fengdan, Jia Li, Ling Yuan, et al.. (2023). Correlation analysis of quantitative MRI measurements of thigh muscles with histopathology in patients with idiopathic inflammatory myopathy. European Radiology Experimental. 7(1). 51–51. 10 indexed citations

Schoepf, U. Joseph, Rock H. Savage, Kunlin Cao, et al.. (2023). A deep learning-based fully automatic and clinical-ready framework for regional myocardial segmentation and myocardial ischemia evaluation. Medical & Biological Engineering & Computing. 61(6). 1507–1520. 3 indexed citations

Jayasundera, Krishanthi Padmarani, et al.. (2023). Development and Field Installation of Smart Sensor Nodes for Quantification of Missing Water in Soil. IEEE Sensors Journal. 23(21). 26495–26502. 7 indexed citations

10.

Zhang, Pengfei, et al.. (2022). AIVUS: Guidewire Artifacts Inpainting for Intravascular Ultrasound Imaging With United Spatiotemporal Aggregation Learning. IEEE Transactions on Computational Imaging. 8. 679–692. 3 indexed citations

11.

Cui, Xiaoxiao, Zhi Liu, Xiaoyu Sui, et al.. (2022). TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. IEEE Journal of Biomedical and Health Informatics. 26(8). 4067–4078. 7 indexed citations

12.

Xiao, Xiaoyan, Zhi Liu, Longkun Guo, et al.. (2020). Deep RetinaNet for Dynamic Left Ventricle Detection in Multiview Echocardiography Classification. Scientific Programming. 2020. 1–6. 17 indexed citations

13.

Liu, Zhi, Yujun Li, Xiaoyan Xiao, et al.. (2020). Multiparameter Synchronous Measurement With IVUS Images for Intelligently Diagnosing Coronary Cardiac Disease. IEEE Transactions on Instrumentation and Measurement. 70. 1–10. 14 indexed citations

14.

Zhang, Ranran, Xiaoyan Xiao, Zhi Liu, et al.. (2018). A New Motor Imagery EEG Classification Method FB-TRCSP+RF Based on CSP and Random Forest. IEEE Access. 6. 44944–44950. 26 indexed citations

15.

Xin, Yang, et al.. (2018). Multimodal Feature-Level Fusion for Biometrics Identification System on IoMT Platform. IEEE Access. 6. 21418–21426. 67 indexed citations

16.

Wang, Yuanlong, Wanzhong Zhao, Huaming Wang, & Zhi Liu. (2018). A bio-inspired novel active elastic component based on negative Poisson’s ratio structure and dielectric elastomer. Smart Materials and Structures. 28(1). 15011–15011. 10 indexed citations

17.

Jing, Bing‐Yi, Zhi Liu, & Xinbing Kong. (2016). ESTIMATING VOLATILITY FUNCTIONALS WITH MULTIPLE TRANSACTIONS. Econometric Theory. 33(2). 331–365. 6 indexed citations

18.

Wang, Zongliang, Jun Chang, Sasa Zhang, et al.. (2014). Application of wavelet transform modulus maxima in raman distributed temperature sensors. Photonic Sensors. 4(2). 142–146. 16 indexed citations

19.

Chang, Jun, Guangping Lv, Zongliang Wang, et al.. (2013). Wavelength dispersion analysis on fiber-optic Raman distributed temperature sensor system. Photonic Sensors. 3(3). 256–261. 22 indexed citations

20.

Zhao, Wei, Zhi Liu, & Cai Chang. (2009). Three-dimensional power Doppler imaging diagnosis of endometrial polyps. Zhongguo yixue yingxiang jishu. 25(9). 1648–1650. 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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