Jonghyun Choi

4.1k total citations · 3 hit papers
73 papers, 2.5k citations indexed

About

Jonghyun Choi is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Jonghyun Choi has authored 73 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Computer Vision and Pattern Recognition, 24 papers in Artificial Intelligence and 12 papers in Electrical and Electronic Engineering. Recurrent topics in Jonghyun Choi's work include Multimodal Machine Learning Applications (14 papers), Domain Adaptation and Few-Shot Learning (14 papers) and Face and Expression Recognition (8 papers). Jonghyun Choi is often cited by papers focused on Multimodal Machine Learning Applications (14 papers), Domain Adaptation and Few-Shot Learning (14 papers) and Face and Expression Recognition (8 papers). Jonghyun Choi collaborates with scholars based in South Korea, United States and Brazil. Jonghyun Choi's co-authors include Larry S. Davis, Jan Neumann, Amit K. Roy–Chowdhury, Mahmudul Hasan, Dacheng Tao, Changxing Ding, Jihwan Bang, Jung-Woo Ha, Youngjoon Yoo and Kuk‐Jin Yoon and has published in prestigious journals such as Journal of Neuroscience, IEEE Transactions on Pattern Analysis and Machine Intelligence and Journal of The Electrochemical Society.

In The Last Decade

Jonghyun Choi

63 papers receiving 2.4k citations

Hit Papers

Learning Temporal Regularity in Video Sequences 2015 2026 2018 2022 2016 2015 2021 250 500 750
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. Learning Temporal Regularity in Video Sequences
    2016 870 citations Jonghyun Choi, Jan Neumann et al. profile →
  2. Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition
    2015 292 citations Jonghyun Choi, Larry S. Davis et al. profile →
  3. Rainbow Memory: Continual Learning with a Memory of Diverse Samples
    2021 197 citations Jonghyun Choi et al. profile →

Peers

Jonghyun Choi
Jian Liang China
Danijel Skočaj Slovenia
Jun He China
Qianru Sun Singapore
Xiaojiang Peng China
Ning Xu China
Sen-ching S. Cheung United States
Faouzi Alaya Cheikh Norway
Jian Liang China
Jonghyun Choi
Citations per year, relative to Jonghyun Choi Jonghyun Choi (= 1×) peers Jian Liang

Countries citing papers authored by Jonghyun Choi

Since Specialization
Citations

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

Fields of papers citing papers by Jonghyun Choi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jonghyun Choi

This figure shows the co-authorship network connecting the top 25 collaborators of Jonghyun Choi. A scholar is included among the top collaborators of Jonghyun Choi 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 Jonghyun Choi. Jonghyun Choi 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.
Cho, Woojin, Kookjin Lee, Sanghyun Hong, et al.. (2024). Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations. Proceedings of the AAAI Conference on Artificial Intelligence. 38(10). 11543–11551. 2 indexed citations
2.
3.
Ma, Xinyue, et al.. (2023). Cost-effective On-device Continual Learning over Memory Hierarchy with Miro. 1–15. 10 indexed citations
4.
Kim, Jinyeon, et al.. (2023). Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents. 10902–10912. 10 indexed citations
5.
Choi, Jonghyun, et al.. (2022). Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations. IEEE Access. 10. 56901–56913. 4 indexed citations
6.
Choi, Seung‐Hyun, et al.. (2022). Infusion of fluorescein into corn and waxy rice starches and its controlled release. Food Science and Biotechnology. 31(5). 561–570. 2 indexed citations
7.
Kim, Heewon, et al.. (2022). Attentive Fine-Grained Structured Sparsity for Image Restoration. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 17652–17661. 10 indexed citations
8.
Choi, Jonghyun, et al.. (2022). Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 9737–9746. 4 indexed citations
9.
Kim, Joon‐Tae, Seung‐Won Oh, Man‐Seok Park, et al.. (2022). Neural network-based clustering model of ischemic stroke patients with a maximally distinct distribution of 1-year vascular outcomes. Scientific Reports. 12(1). 9420–9420. 6 indexed citations
10.
Choi, Jonghyun, et al.. (2021). Acceleration of Semiconductor Device Simulation With Approximate Solutions Predicted by Trained Neural Networks. IEEE Transactions on Electron Devices. 68(11). 5483–5489. 38 indexed citations
11.
Seo, Ji Hyun, et al.. (2020). Automatic Pose Generation for Robotic 3-D Scanning of Mechanical Parts. IEEE Transactions on Robotics. 36(4). 1219–1238. 23 indexed citations
12.
Lim, Juhee, Yeojin Bang, Jonghyun Choi, et al.. (2018). LRRK2 G2019S Induces Anxiety/Depression-like Behavior before the Onset of Motor Dysfunction with 5-HT1AReceptor Upregulation in Mice. Journal of Neuroscience. 38(7). 1611–1621. 39 indexed citations
13.
Ng, Joe Yue-Hei, Jonghyun Choi, Jan Neumann, & Larry S. Davis. (2018). ActionFlowNet: Learning Motion Representation for Action Recognition. 1616–1624. 64 indexed citations
14.
Lim, Min‐Cheol, Jonghyun Choi, Da-Hee Lee, et al.. (2016). Effect of short-chain fatty acids on the formation of amylose microparticles by amylosucrase. Carbohydrate Polymers. 151. 606–613. 22 indexed citations
15.
Schwartz, William Robson, Huimin Guo, Jonghyun Choi, & L.S. Davis. (2011). Face Identification Using Large Feature Sets. IEEE Transactions on Image Processing. 21(4). 2245–2255. 66 indexed citations
16.
Choi, Jonghyun, et al.. (2009). Slab Region Localization for Text Extraction using SIFT Features. The Transactions of The Korean Institute of Electrical Engineers. 58(5). 1025–1034. 1 indexed citations
17.
Yun, Jong Pil, et al.. (2009). Character segmentation and recognition algorithm of text region in steel images. International Conference on Signal Processing. 293–298.
18.
Choi, Jonghyun, et al.. (2007). An Alternative Physical Plan for Korea. 8(1). 67–86. 1 indexed citations
19.
Choi, Jonghyun, et al.. (2007). An Efficient Trinocular Rectification Method for Stereo Vision. 175–179. 5 indexed citations
20.
Choi, Jonghyun, et al.. (1999). Analysis of Overlay Accuracy in Digital Topographic Map and Cadastral Information Using Ortho Image map. 7(2). 57–68.

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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