Si Liu

13.7k total citations · 4 hit papers
190 papers, 7.2k citations indexed

About

Si Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Si Liu has authored 190 papers receiving a total of 7.2k indexed citations (citations by other indexed papers that have themselves been cited), including 151 papers in Computer Vision and Pattern Recognition, 38 papers in Artificial Intelligence and 13 papers in Electrical and Electronic Engineering. Recurrent topics in Si Liu's work include Human Pose and Action Recognition (47 papers), Multimodal Machine Learning Applications (44 papers) and Advanced Image and Video Retrieval Techniques (41 papers). Si Liu is often cited by papers focused on Human Pose and Action Recognition (47 papers), Multimodal Machine Learning Applications (44 papers) and Advanced Image and Video Retrieval Techniques (41 papers). Si Liu collaborates with scholars based in China, Singapore and United States. Si Liu's co-authors include Tianzhu Zhang, Xiaochun Cao, Shuicheng Yan, Changqing Zhang, Huazhu Fu, Changsheng Xu, Narendra Ahuja, Bernard Ghanem, Hanqing Lu and Hua Zhang and has published in prestigious journals such as Angewandte Chemie International Edition, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Si Liu

176 papers receiving 7.1k 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.

Diversity-induced Multi-view Subspace Clustering

2015 590 citations Xiaochun Cao, Si Liu et al. profile →
Low-Rank Tensor Constrained Multiview Subspace Clustering

2015 449 citations Si Liu, Xiaochun Cao et al. profile →
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment

2019 354 citations Tianzhu Zhang, Si Liu et al. profile →
Robust Visual Tracking via Structured Multi-Task Sparse Learning

2012 331 citations Tianzhu Zhang, Bernard Ghanem et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Si Liu China	43	6.1k	1.8k	610	476	421	190	7.2k
Sicheng Zhao China	40	3.2k 0.5×	2.2k 1.2×	388 0.6×	234 0.5×	290 0.7×	162	5.6k
Zechao Li China	45	5.0k 0.8×	2.4k 1.3×	296 0.5×	888 1.9×	186 0.4×	167	6.7k
Naiyan Wang China	32	4.1k 0.7×	1.7k 0.9×	306 0.5×	345 0.7×	830 2.0×	62	6.1k
Yang Wang China	36	3.4k 0.5×	1.7k 0.9×	242 0.4×	531 1.1×	140 0.3×	193	5.2k
Jinjun Wang China	27	4.2k 0.7×	1.0k 0.6×	353 0.6×	654 1.4×	335 0.8×	117	5.4k
Mario Fritz Germany	39	3.5k 0.6×	2.0k 1.1×	175 0.3×	206 0.4×	314 0.7×	130	5.2k
Qinfeng Shi Australia	35	3.4k 0.6×	1.9k 1.1×	370 0.6×	544 1.1×	259 0.6×	124	5.4k
Mingli Song China	40	3.9k 0.6×	1.5k 0.9×	262 0.4×	540 1.1×	202 0.5×	237	5.5k
Terence Sim Singapore	24	4.2k 0.7×	687 0.4×	526 0.9×	840 1.8×	231 0.5×	101	4.9k
Mingliang Xu China	44	3.4k 0.6×	1.4k 0.8×	153 0.3×	621 1.3×	405 1.0×	316	6.3k

Countries citing papers authored by Si Liu

Since Specialization

Citations

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

Fields of papers citing papers by Si Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Si Liu

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

Huang, Zehao, et al.. (2025). MV2DFusion: Leveraging Modality-Specific Object Semantics for Multi-Modal 3D Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 48(1). 609–623. 1 indexed citations

Chen, Jianwen, Xiucai Wang, Wenbo Zhu, et al.. (2024). Tristable TaOx-based memristor by controlling oxygen vacancy transportion based on valence transition mechanism. Ceramics International. 50(23). 52090–52095. 2 indexed citations

Lu, Shichen, et al.. (2024). Collaborative Training of Tiny-Large Vision Language Models. 4928–4937. 1 indexed citations

Fang, Rongyao, Peng Gao, Aojun Zhou, et al.. (2024). FeatAug-DETR: Enriching One-to-Many Matching for DETRs With Feature Augmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(9). 6402–6415. 8 indexed citations

Li, Bo, Tianrui Hui, Xiaoming Wei, et al.. (2024). RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(1). 634–649. 5 indexed citations

Huang, Shaofei, et al.. (2024). Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(3). 1660–1673. 1 indexed citations

Gao, Yulu, et al.. (2024). Linker: Learning Long Short-term Associations for Robust Visual Tracking. IEEE Transactions on Multimedia. 26. 6228–6237. 5 indexed citations

Chen, Jianwen, Si Liu, Xiucai Wang, et al.. (2023). High dielectric response of TaOX thin film and its modification by controlling oxygen vacancy concentration. Journal of Materials Science Materials in Electronics. 34(11). 3 indexed citations

Gao, Chen, et al.. (2023). Room-Object Entity Prompting and Reasoning for Embodied Referring Expression. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(2). 994–1010. 11 indexed citations

10.

Huang, Zehao, et al.. (2023). Object as Query: Lifting any 2D Object Detector to 3D Detection. 3768–3777. 22 indexed citations

11.

Wang, Rong, et al.. (2023). Unified Transformer With Isomorphic Branches for Natural Language Tracking. IEEE Transactions on Circuits and Systems for Video Technology. 33(9). 4529–4541. 5 indexed citations

12.

Liu, Si, Wentao Jiang, Chen Gao, et al.. (2021). PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(11). 8538–8551. 27 indexed citations

13.

Sun, Mingjie, Jimin Xiao, Eng Gee Lim, Si Liu, & John Y. Goulermas. (2021). Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding. IEEE Transactions on Pattern Analysis and Machine Intelligence. 43(11). 4189–4195. 42 indexed citations

14.

Liao, Yue, Si Liu, Guanbin Li, et al.. (2021). Human-Centric Spatio-Temporal Video Grounding With Visual Transformers. IEEE Transactions on Circuits and Systems for Video Technology. 32(12). 8238–8249. 57 indexed citations

15.

Wei, Zhen, Yao Sun, Jinqiao Wang, Hanjiang Lai, & Si Liu. (2017). Learning Adaptive Receptive Fields for Deep Image Parsing Network. 3947–3955. 45 indexed citations

16.

Wang, Chunping, et al.. (2017). Robust Target Tracking by Online Random Forests and Superpixels. IEEE Transactions on Circuits and Systems for Video Technology. 28(7). 1609–1622. 23 indexed citations

17.

Ling, Hefei, et al.. (2016). Hierarchical deep semantic hashing for fast image retrieval. Multimedia Tools and Applications. 76(20). 21281–21302. 2 indexed citations

18.

Liu, Si, et al.. (2014). A Review of Cognitive Model: Experiments of Scalar Implicature. Lanzhou University Institutional Repository. 8(3). 22–28. 1 indexed citations

19.

Zhang, Tianzhu, Bernard Ghanem, Si Liu, Changsheng Xu, & Narendra Ahuja. (2013). Low-Rank Sparse Coding for Image Classification. National University of Singapore. 281–288. 102 indexed citations

20.

Liu, Si. (2010). Reliability and validity of the Chinese version of the Meaning in Life Questionnaire. Zhongguo xinli weisheng zazhi. 48 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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