Song Liu

2.0k total citations
128 papers, 1.3k citations indexed

About

Song Liu is a scholar working on Biomedical Engineering, Control and Systems Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Song Liu has authored 128 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 58 papers in Biomedical Engineering, 27 papers in Control and Systems Engineering and 27 papers in Computer Vision and Pattern Recognition. Recurrent topics in Song Liu's work include Microfluidic and Bio-sensing Technologies (16 papers), Acoustic Wave Phenomena Research (11 papers) and Robot Manipulation and Learning (9 papers). Song Liu is often cited by papers focused on Microfluidic and Bio-sensing Technologies (16 papers), Acoustic Wave Phenomena Research (11 papers) and Robot Manipulation and Learning (9 papers). Song Liu collaborates with scholars based in China, Hong Kong and United States. Song Liu's co-authors include De Xu, Youfu Li, Dengpeng Xing, Zhengtao Zhang, Dapeng Zhang, Zhongyuan Wang, Shengsheng Qian, Wenkui Ding, Yiru Chen and Haoqi Fan and has published in prestigious journals such as SHILAP Revista de lepidopterología, Applied Physics Letters and Journal of Applied Physics.

In The Last Decade

Song Liu

103 papers receiving 1.2k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Song Liu China 19 519 299 281 172 133 128 1.3k
Wei Yu China 19 381 0.7× 452 1.5× 142 0.5× 171 1.0× 111 0.8× 136 1.7k
Yu‐Cheng Chang Taiwan 19 154 0.3× 241 0.8× 199 0.7× 190 1.1× 84 0.6× 86 1.3k
Chen Yi China 24 305 0.6× 348 1.2× 108 0.4× 430 2.5× 113 0.8× 127 1.7k
Gerardo G. Acosta Argentina 23 184 0.4× 266 0.9× 587 2.1× 204 1.2× 153 1.2× 104 1.7k
Xiaoyong Liu China 17 301 0.6× 156 0.5× 86 0.3× 102 0.6× 152 1.1× 80 1.2k
Stefan M. Holzer Germany 14 199 0.4× 423 1.4× 374 1.3× 128 0.7× 335 2.5× 68 1.2k
Yinxiao Li United States 17 220 0.4× 565 1.9× 197 0.7× 105 0.6× 135 1.0× 32 1.2k
Xinyu Liu China 16 154 0.3× 480 1.6× 147 0.5× 247 1.4× 114 0.9× 68 1.3k

Countries citing papers authored by Song Liu

Since Specialization
Citations

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

Fields of papers citing papers by Song Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Song Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Song Liu. A scholar is included among the top collaborators of Song 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 Song Liu. Song Liu 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.
Jiang, Yujie, et al.. (2025). Accurate and real-time acoustic holography using super-resolution and physics combined deep learning. Applied Physics Letters. 126(5). 1 indexed citations
2.
Jiang, Yujie, et al.. (2025). Synchronous Rotation-Based Knot Tying on Mini-Incisions Using Dual-Arm Nanorobot. IEEE Transactions on Biomedical Engineering. 72(6). 1920–1930.
3.
Lu, Qingyi, et al.. (2024). Deep learning-based super-resolution acoustic holography for phased transducer array. Journal of Applied Physics. 136(13).
4.
5.
Lu, Qingyi, et al.. (2024). Real-time acoustic holography with physics-reinforced contrastive learning for acoustic field reconstruction. Journal of Applied Physics. 135(1). 6 indexed citations
6.
Li, Teng, et al.. (2023). Visual Servo Control for Workspace Navigation of Nanorobot End-Effector Inside SEM. IEEE Transactions on Automation Science and Engineering. 21(3). 3472–3482. 3 indexed citations
7.
Jia, Yuyu, et al.. (2023). Selective Acoustic Trapping, Translating, Rotating, and Orienting of Organism From Heterogeneous Mixture. IEEE Transactions on Biomedical Engineering. 71(5). 1542–1551. 4 indexed citations
8.
Wang, Yajie, et al.. (2023). Research on DouDiZhu Model Based on Deep Reinforcement Learning. 1029–1039.
9.
Wang, Hanchen, Jilei Chen, Jinlong Wang, et al.. (2023). Long-distance coherent propagation of magnon polarons in a ferroelectric-ferromagnetic heterostructure. Physical review. B.. 108(14). 6 indexed citations
10.
Li, Teng, et al.. (2023). Real-Time Acoustic Holography With Physics-Based Deep Learning for Robotic Manipulation. IEEE Transactions on Automation Science and Engineering. 21(3). 4155–4164. 4 indexed citations
11.
Li, Teng, et al.. (2023). Zooming-Free Hand-Eye Self-Calibration for Nanorobotic Manipulation Inside SEM. IEEE Transactions on Nanotechnology. 22. 291–300. 2 indexed citations
12.
Liu, Song, et al.. (2023). Dynamic pricing and inventory control of online retail of fresh agricultural products with forward purchase behavior. Economic Research-Ekonomska Istraživanja. 36(1). 5 indexed citations
13.
Zhu, Wenjun, et al.. (2022). An Efficient Robot Precision Assembly Skill Learning Framework Based on Several Demonstrations. IEEE Transactions on Automation Science and Engineering. 20(1). 124–136. 17 indexed citations
14.
Ma, Xiaoyan, Tianyi Liu, Song Liu, Rahim Kacimi, & Riadh Dhaou. (2020). Priority-Based Data Collection for UAV-Aided Mobile Sensor Network. Sensors. 20(11). 3034–3034. 12 indexed citations
15.
Liu, Song & Youfu Li. (2019). A High-Precision Automatic Wire Wrapping Approach Based on Microscopic Vision and Force Information. IEEE Transactions on Industrial Informatics. 16(1). 161–170. 3 indexed citations
16.
Liu, Song, Youfu Li, & Dengpeng Xing. (2019). Sensing and Control for Simultaneous Precision Peg-in-Hole Assembly of Multiple Objects. IEEE Transactions on Automation Science and Engineering. 17(1). 310–324. 26 indexed citations
17.
Xing, Dengpeng, Fangfang Liu, Song Liu, & De Xu. (2018). Efficient Insertion of Partially Flexible Objects in Precision Assembly. IEEE Transactions on Automation Science and Engineering. 16(2). 706–715. 12 indexed citations
18.
Liu, Song, Wei Chen, & Wei Wang. (2014). Epidemiological investigation of adult patellar fractures in the Third Affiliated Hospital to Hebei Medical University from 2003 through 2012. Zhonghua chuangshang guke zazhi. 16(8). 700–704. 2 indexed citations
19.
Zhang, Youyan, et al.. (2012). Digital outcrop modeling and geology information extraction based on ground-based Lidar. 580–583. 2 indexed citations
20.
Liu, Song. (2008). Entrepreneurship Research in 25 Years:Themes Evolution and Scholarly Communities. Science of Science and Management of S.& T.

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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