Ran Song

2.2k total citations · 1 hit paper
117 papers, 1.4k citations indexed

About

Ran Song is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Ran Song has authored 117 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Computer Vision and Pattern Recognition, 22 papers in Computational Mechanics and 19 papers in Artificial Intelligence. Recurrent topics in Ran Song's work include 3D Shape Modeling and Analysis (21 papers), Robotics and Sensor-Based Localization (15 papers) and Visual Attention and Saliency Detection (13 papers). Ran Song is often cited by papers focused on 3D Shape Modeling and Analysis (21 papers), Robotics and Sensor-Based Localization (15 papers) and Visual Attention and Saliency Detection (13 papers). Ran Song collaborates with scholars based in China, United Kingdom and United States. Ran Song's co-authors include Yonghuai Liu, Wei Zhang, Sherong Zhang, Paul L. Rosin, Chao Wang, Xiaohua Wang, Yibin Li, Yitian Zhao, Ralph R. Martin and Hao Zhang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Colloid and Interface Science and Journal of Medicinal Chemistry.

In The Last Decade

Ran Song

108 papers receiving 1.4k 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.

Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks

2022 100 citations Ran Song, Wei Zhang et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ran Song China	20	524	318	178	165	160	117	1.4k
Shuai Dong China	18	290 0.6×	183 0.6×	47 0.3×	53 0.3×	103 0.6×	53	901
Chunxiang Wang China	24	864 1.6×	161 0.5×	125 0.7×	70 0.4×	220 1.4×	173	2.0k
Guokai Zhang China	21	286 0.5×	293 0.9×	39 0.2×	109 0.7×	266 1.7×	113	1.8k
Peng Song China	20	414 0.8×	77 0.2×	429 2.4×	58 0.4×	55 0.3×	85	1.4k
Chen Yi China	24	348 0.7×	90 0.3×	193 1.1×	45 0.3×	67 0.4×	127	1.7k
Can Wang China	18	605 1.2×	178 0.6×	221 1.2×	176 1.1×	412 2.6×	82	1.9k
Cheng Chen China	24	455 0.9×	104 0.3×	43 0.2×	160 1.0×	257 1.6×	156	1.8k
Yu‐Cheng Chang Taiwan	19	241 0.5×	51 0.2×	52 0.3×	128 0.8×	237 1.5×	86	1.3k
Fei Zhu China	17	219 0.4×	294 0.9×	29 0.2×	60 0.4×	330 2.1×	70	1.2k

Countries citing papers authored by Ran Song

Since Specialization

Citations

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

Fields of papers citing papers by Ran Song

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ran Song

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

All Works

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20 of 20 papers shown

Sun, Wei, et al.. (2025). Densification and Drainage Effects of Stone Columns on Mitigating the Uplift of a Shield Tunnel Induced by Soil Liquefaction. International Journal of Geomechanics. 25(6).

Liu, Chengxin, et al.. (2024). LPS-Net: Lightweight Parameter-shared Network for Point Cloud-based Place Recognition. 448–454. 2 indexed citations

Song, Ran, et al.. (2024). A machine learning based method for constructing group profiles of university students. Heliyon. 10(7). e29181–e29181. 4 indexed citations

Lu, Bin, et al.. (2024). Exploiting Label Uncertainty for Enhanced 3D Object Detection From Point Clouds. IEEE Transactions on Intelligent Transportation Systems. 25(6). 6074–6089. 7 indexed citations

Song, Ran, et al.. (2024). Dual-Graph Contrastive Learning for Unsupervised Person Reidentification. IEEE Transactions on Cognitive and Developmental Systems. 16(4). 1352–1363. 4 indexed citations

Song, Ran, et al.. (2024). From Intercalation to External Binding: Ru(II) Complexes with a Spiro Ligand for TAR RNA Selective Binding and HIV-1 Reverse Transcriptase Inhibition. Inorganic Chemistry. 63(26). 12342–12349. 4 indexed citations

Song, Ran, et al.. (2024). IGCN: A Provably Informative GCN Embedding for Semi-Supervised Learning With Extremely Limited Labels. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 8396–8409. 4 indexed citations

Jia, Xiao, Ran Song, Wei Zhang, et al.. (2024). PolypMixNet: Enhancing semi-supervised polyp segmentation with polyp-aware augmentation. Computers in Biology and Medicine. 170. 108006–108006. 9 indexed citations

Lu, Bin, et al.. (2024). HRNet: 3D object detection network for point cloud with hierarchical refinement. Pattern Recognition. 149. 110254–110254. 12 indexed citations

10.

Ding, Zhengping, Yanqing Huang, Fan Li, et al.. (2024). A green aqueous binder to enhance the electrochemical performance of Li-rich disordered rock salt cathode material. Journal of Colloid and Interface Science. 665. 80–87. 5 indexed citations

11.

Wang, Y. Q., et al.. (2024). Neighborhood-Aware Mutual Information Maximization for Source-Free Domain Adaptation. IEEE Transactions on Multimedia. 26. 9564–9574. 3 indexed citations

12.

Song, Ran, et al.. (2023). Semantic-aware entity alignment for low resource language knowledge graph. Frontiers of Computer Science. 18(4). 5 indexed citations

13.

Fang, Xing, Wei Zhang, Ran Song, et al.. (2023). A Hierarchical Framework for Quadruped Omnidirectional Locomotion Based on Reinforcement Learning. IEEE Transactions on Automation Science and Engineering. 21(4). 5367–5378. 4 indexed citations

14.

Sun, Xiaohui, Xiangsheng Chen, Dong Su, et al.. (2023). Experimental study and resilience modeling for prefabricated hollow diaphragm walls of full-assembled underground stations under urban multi-disturbance conditions. Tunnelling and Underground Space Technology. 135. 105044–105044. 23 indexed citations

15.

Chen, Xiangsheng, et al.. (2023). Experimental investigation and modeling for assembled precast hollow components in full-assembled underground station application. Tunnelling and Underground Space Technology. 144. 105543–105543. 6 indexed citations

16.

Zhang, Jiqing, et al.. (2023). Design and testing of multischeme horizontal joints for prefabricated two-walls-in-one diaphragm wall. Structures. 51. 1354–1371. 9 indexed citations

17.

Liu, Jinghe, et al.. (2023). Unsupervised Maritime Vessel Re-Identification With Multi-Level Contrastive Learning. IEEE Transactions on Intelligent Transportation Systems. 24(5). 5406–5418. 11 indexed citations

18.

Zhang, Weidong, et al.. (2021). 3D Layout Estimation via Weakly Supervised Learning of Plane Parameters From 2D Segmentation. IEEE Transactions on Image Processing. 31. 868–879. 7 indexed citations

19.

Song, Ke, Wei Zhang, Ran Song, & Yibin Li. (2020). Online Decision Based Visual Tracking via Reinforcement Learning. Neural Information Processing Systems. 33. 11778–11788. 7 indexed citations

20.

Zhao, Yitian, Yonghuai Liu, Ran Song, & Min Zhang. (2011). A Retinex theory based points sampling method for mesh simplification. 230–235. 6 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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