Junyoung Byun

510 total citations
29 papers, 302 citations indexed

About

Junyoung Byun is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability. According to data from OpenAlex, Junyoung Byun has authored 29 papers receiving a total of 302 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 10 papers in Computer Vision and Pattern Recognition and 3 papers in Statistics and Probability. Recurrent topics in Junyoung Byun's work include Privacy-Preserving Technologies in Data (9 papers), Adversarial Robustness in Machine Learning (8 papers) and Cryptography and Data Security (6 papers). Junyoung Byun is often cited by papers focused on Privacy-Preserving Technologies in Data (9 papers), Adversarial Robustness in Machine Learning (8 papers) and Cryptography and Data Security (6 papers). Junyoung Byun collaborates with scholars based in South Korea, India and Ethiopia. Junyoung Byun's co-authors include Jaewook Lee, Changick Kim, Saerom Park, Myung-Joon Kwon, Hyungjin Ko, Jin‐Kwan Park, Steve Park, Chorom Jang, Jong‐Gwan Yook and Joohee Lee and has published in prestigious journals such as Advanced Materials, ACS Nano and Expert Systems with Applications.

In The Last Decade

Junyoung Byun

25 papers receiving 294 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Junyoung Byun South Korea 10 135 80 44 43 40 29 302
Nikhil Kumar Rajput India 8 46 0.3× 23 0.3× 20 0.5× 29 0.7× 62 1.6× 21 236
Songkuk Kim South Korea 7 106 0.8× 56 0.7× 22 0.5× 36 0.8× 31 0.8× 27 260
Bosheng Ding Singapore 11 319 2.4× 23 0.3× 91 2.1× 39 0.9× 54 1.4× 15 516
Anayo Chukwu Ikegwu Nigeria 6 49 0.4× 44 0.6× 22 0.5× 20 0.5× 36 0.9× 9 258
Ying Xie China 9 62 0.5× 17 0.2× 34 0.8× 32 0.7× 47 1.2× 33 241
S. Karpagavalli India 10 133 1.0× 14 0.2× 53 1.2× 15 0.3× 31 0.8× 26 284
Nan Xiao China 9 135 1.0× 21 0.3× 33 0.8× 154 3.6× 60 1.5× 23 457
Chun Shan China 11 79 0.6× 43 0.5× 68 1.5× 128 3.0× 45 1.1× 48 455

Countries citing papers authored by Junyoung Byun

Since Specialization
Citations

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

Fields of papers citing papers by Junyoung Byun

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junyoung Byun

This figure shows the co-authorship network connecting the top 25 collaborators of Junyoung Byun. A scholar is included among the top collaborators of Junyoung Byun 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 Junyoung Byun. Junyoung Byun 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.
Byun, Junyoung, et al.. (2024). Improving the utility of differentially private clustering through dynamical processing. Pattern Recognition. 157. 110890–110890.
2.
Byun, Junyoung, et al.. (2024). Privacy-preserving inference resistant to model extraction attacks. Expert Systems with Applications. 256. 124830–124830.
3.
4.
Byun, Junyoung, et al.. (2024). Enhancing Robustness of Multi-Object Trackers With Temporal Feature Mix. IEEE Transactions on Circuits and Systems for Video Technology. 34(10). 9822–9835. 3 indexed citations
5.
Ko, Hyungjin, Junyoung Byun, & Jaewook Lee. (2023). A privacy-preserving robo-advisory system with the Black-Litterman portfolio model: A new framework and insights into investor behavior. Journal of International Financial Markets Institutions and Money. 89. 101873–101873. 9 indexed citations
6.
Byun, Junyoung, Hyungjin Ko, & Jaewook Lee. (2023). A Privacy-preserving mean–variance optimal portfolio. Finance research letters. 54. 103794–103794. 10 indexed citations
7.
8.
Lee, Woojin, et al.. (2022). Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognition. 129. 108720–108720. 3 indexed citations
9.
Byun, Junyoung, et al.. (2022). Efficient homomorphic encryption framework for privacy-preserving regression. Applied Intelligence. 53(9). 10114–10129. 3 indexed citations
10.
Kwon, Myung-Joon, et al.. (2022). Adaptive Warping Network for Transferable Adversarial Attacks. 2022 IEEE International Conference on Image Processing (ICIP). 3056–3060. 1 indexed citations
11.
Byun, Junyoung, et al.. (2022). Geometrically Adaptive Dictionary Attack on Face Recognition. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 3 indexed citations
12.
Park, Saerom, Junyoung Byun, & Joohee Lee. (2022). Privacy-Preserving Fair Learning of Support Vector Machine with Homomorphic Encryption. Proceedings of the ACM Web Conference 2022. 3572–3583. 11 indexed citations
13.
Byun, Junyoung, et al.. (2021). Parameter-free HE-friendly Logistic Regression. Neural Information Processing Systems. 34. 5 indexed citations
14.
Lee, Gunhee, Gang San Lee, Junyoung Byun, et al.. (2020). Deep-Learning-Based Deconvolution of Mechanical Stimuli with Ti3C2Tx MXene Electromagnetic Shield Architecture via Dual-Mode Wireless Signal Variation Mechanism. ACS Nano. 14(9). 11962–11972. 36 indexed citations
15.
16.
Byun, Junyoung, et al.. (2020). Privacy‐preserving evaluation for support vector clustering. Electronics Letters. 57(2). 61–64. 3 indexed citations
17.
Lee, Gunhee, Jin‐Kwan Park, Junyoung Byun, et al.. (2019). Parallel Signal Processing of a Wireless Pressure‐Sensing Platform Combined with Machine‐Learning‐Based Cognition, Inspired by the Human Somatosensory System. Advanced Materials. 32(8). e1906269–e1906269. 57 indexed citations
18.
Park, Saerom, et al.. (2019). Security-preserving Support Vector Machine with Fully Homomorphic Encryption.. Scholarworks@UNIST (Ulsan National Institute of Science and Technology). 3 indexed citations
19.
Ko, Hyungjin, et al.. (2019). Loss-Driven Adversarial Ensemble Deep Learning for On-Line Time Series Analysis. Sustainability. 11(12). 3489–3489. 6 indexed citations
20.
Byun, Junyoung, et al.. (2006). Primary sclerosing lipogranuloma of the rectum: CT findings. British Journal of Radiology. 79(947). e190–e192. 4 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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