Vuong Le

3.8k total citations · 1 hit paper
22 papers, 1.6k citations indexed

About

Vuong Le is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Vuong Le has authored 22 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Computer Vision and Pattern Recognition, 8 papers in Artificial Intelligence and 2 papers in Signal Processing. Recurrent topics in Vuong Le's work include Face recognition and analysis (6 papers), Human Pose and Action Recognition (4 papers) and Face and Expression Recognition (4 papers). Vuong Le is often cited by papers focused on Face recognition and analysis (6 papers), Human Pose and Action Recognition (4 papers) and Face and Expression Recognition (4 papers). Vuong Le collaborates with scholars based in Australia, United States and Vietnam. Vuong Le's co-authors include Svetha Venkatesh, Moussa Reda Mansour, Budhaditya Saha, Dong Gong, Lingqiao Liu, Anton van den Hengel, Truyen Tran, Thomas P. Quinn, Romero Morais and Thomas S. Huang and has published in prestigious journals such as BMC Genomics, Journal of the American Medical Informatics Association and Methods in Ecology and Evolution.

In The Last Decade

Vuong Le

22 papers receiving 1.6k citations

Hit Papers

Memorizing Normality to Detect Anomaly: Memory-Augmented ... 2019 2026 2021 2023 2019 250 500 750 1000
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.

  1. Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection
    2019 1.0k citations Dong Gong, Lingqiao Liu et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Vuong Le Australia 11 1.2k 596 587 255 157 22 1.6k
Siti Nurmaini Indonesia 21 523 0.5× 381 0.6× 261 0.4× 222 0.9× 120 0.8× 190 1.7k
Yogesh Kumar India 27 683 0.6× 272 0.5× 332 0.6× 132 0.5× 67 0.4× 130 2.0k
Budhaditya Saha Australia 10 1.2k 1.0× 622 1.0× 503 0.9× 254 1.0× 159 1.0× 19 1.5k
Xingyu Li Canada 14 553 0.5× 115 0.2× 421 0.7× 169 0.7× 66 0.4× 57 1.2k
Moussa Reda Mansour Brazil 9 1.1k 1.0× 599 1.0× 447 0.8× 240 0.9× 151 1.0× 19 1.4k
Radim Bürget Czechia 22 443 0.4× 205 0.3× 554 0.9× 224 0.9× 42 0.3× 139 1.8k
James Jin Kang Australia 13 315 0.3× 235 0.4× 186 0.3× 151 0.6× 82 0.5× 37 1.0k
Wenjie Ruan United Kingdom 19 743 0.6× 150 0.3× 285 0.5× 124 0.5× 34 0.2× 78 1.5k
Jian Liang China 27 1.0k 0.9× 148 0.2× 1.2k 2.0× 216 0.8× 30 0.2× 102 2.4k
Amany Sarhan Egypt 15 415 0.4× 184 0.3× 479 0.8× 108 0.4× 16 0.1× 96 1.4k

Countries citing papers authored by Vuong Le

Since Specialization
Citations

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

Fields of papers citing papers by Vuong Le

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Vuong Le

This figure shows the co-authorship network connecting the top 25 collaborators of Vuong Le. A scholar is included among the top collaborators of Vuong Le 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 Vuong Le. Vuong Le 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.
Morais, Romero, Truyen Tran, Catherine Morgan, et al.. (2024). Fine-Grained Fidgety Movement Classification Using Active Learning. IEEE Journal of Biomedical and Health Informatics. 29(1). 596–607. 1 indexed citations
2.
Le, Vuong, et al.. (2024). Learning evolving relations for multivariate time series forecasting. Applied Intelligence. 54(5). 3918–3932. 4 indexed citations
3.
Morais, Romero, Vuong Le, Catherine Morgan, et al.. (2023). Robust and Interpretable General Movement Assessment Using Fidgety Movement Detection. IEEE Journal of Biomedical and Health Informatics. 27(10). 5042–5053. 4 indexed citations
4.
Le, Vuong, et al.. (2023). Guiding Visual Question Answering with Attention Priors. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 32. 4370–4379. 3 indexed citations
5.
Hung, Tran Quang, Vuong Le, Svetha Venkatesh, & Truyen Tran. (2023). Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction. 9824–9833. 2 indexed citations
6.
Le, Vuong, et al.. (2022). Food festival research review in contemporary tourism. International Journal of Tourism Cities. 9(2). 325–347. 7 indexed citations
7.
Tran, Truyen, et al.. (2021). From Deep Learning to Deep Reasoning. 2019. 4076–4077. 1 indexed citations
8.
Quinn, Thomas P., Vuong Le, & Adam P. A. Cardilini. (2020). Test set verification is an essential step in model building. Methods in Ecology and Evolution. 12(1). 127–129. 8 indexed citations
9.
Le, Vuong, Thomas P. Quinn, Truyen Tran, & Svetha Venkatesh. (2020). Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome. BMC Genomics. 21(S4). 256–256. 43 indexed citations
10.
Morais, Romero, Vuong Le, Truyen Tran, et al.. (2019). Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos. 11988–11996. 210 indexed citations
11.
Le, Vuong, et al.. (2019). Learning to Reason with Relational Video Representation for Question Answering.. 4 indexed citations
12.
Gong, Dong, Lingqiao Liu, Vuong Le, et al.. (2019). Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection. 1705–1714. 1024 indexed citations breakdown →
13.
Huang, Thomas S., et al.. (2014). Visual Media: History and Perspectives. IEEE Multimedia. 21(2). 4–10. 1 indexed citations
14.
Liu, Wanquan, et al.. (2014). Accurate Facial Landmarks Detection for Frontal Faces with Extended Tree-Structured Models. eSpace (Curtin University). 1. 538–543. 14 indexed citations
15.
Khorrami, Pooya, Vuong Le, John C. Hart, & Thomas S. Huang. (2014). A system for monitoring the engagement of remote online students using eye gaze estimation. 1–6. 11 indexed citations
16.
Tariq, Usman, Kai-Hsiang Lin, Zhen Li, et al.. (2012). Recognizing Emotions From an Ensemble of Features. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 42(4). 1017–1026. 22 indexed citations
17.
Le, Vuong, Hao Tang, & Thomas S. Huang. (2011). Expression recognition from 3D dynamic faces using robust spatio-temporal shape features. 414–421. 48 indexed citations
18.
Le, Vuong, Hao Tang, Liangliang Cao, & Thomas S. Huang. (2010). Accurate and efficient reconstruction of 3D faces from stereo images. 1. 4265–4268. 11 indexed citations
19.
Le, Vuong, Yuxiao Hu, & Thomas S. Huang. (2009). A quantitative evaluation for 3D face reconstruction algorithms. mcam2007. 1269–1272. 2 indexed citations
20.
Dikmen, Mert, Huazhong Ning, Dennis Lin, et al.. (2008). Surveillance Event Detection.. Own your potential (DEAKIN). 1–10. 27 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Siti Nurmaini Breakdown of academic impact, for papers by Yogesh Kumar Breakdown of academic impact, for papers by Budhaditya Saha Breakdown of academic impact, for papers by Xingyu Li Breakdown of academic impact, for papers by Moussa Reda Mansour Breakdown of academic impact, for papers by Radim Bürget Breakdown of academic impact, for papers by James Jin Kang Breakdown of academic impact, for papers by Wenjie Ruan Breakdown of academic impact, for papers by Jian Liang Breakdown of academic impact, for papers by Amany Sarhan
Rankless by CCL
2026