Junkyu Lee

1.2k total citations
75 papers, 660 citations indexed

About

Junkyu Lee is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Electrical and Electronic Engineering. According to data from OpenAlex, Junkyu Lee has authored 75 papers receiving a total of 660 indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Artificial Intelligence, 17 papers in Computational Theory and Mathematics and 14 papers in Electrical and Electronic Engineering. Recurrent topics in Junkyu Lee's work include EFL/ESL Teaching and Learning (9 papers), Numerical Methods and Algorithms (9 papers) and AI-based Problem Solving and Planning (8 papers). Junkyu Lee is often cited by papers focused on EFL/ESL Teaching and Learning (9 papers), Numerical Methods and Algorithms (9 papers) and AI-based Problem Solving and Planning (8 papers). Junkyu Lee collaborates with scholars based in United States, South Korea and United Kingdom. Junkyu Lee's co-authors include Luke Plonsky, Juhyun Jang, Amy S. Thompson, Hans Vandierendonck, Gregory D. Peterson, Susan M. Gass, Rina Dechter, Radu Marinescu, Robert J. Hinde and Robert J. Harrison and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and IEEE Transactions on Signal Processing.

In The Last Decade

Junkyu Lee

57 papers receiving 601 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Junkyu Lee United States	10	310	207	155	154	128	75	660
Hongying Zheng China	14	121 0.4×	134 0.6×	80 0.5×	85 0.6×	51 0.4×	41	646
Xiangying Jiang United States	13	351 1.1×	51 0.2×	515 3.3×	292 1.9×	32 0.3×	35	966
Charles Reiss United States	16	592 1.9×	612 3.0×	189 1.2×	444 2.9×	394 3.1×	44	1.9k
Klaus Zechner United States	22	106 0.3×	182 0.9×	166 1.1×	1.3k 8.5×	10 0.1×	81	1.6k
Khalid Choukri France	16	114 0.4×	148 0.7×	46 0.3×	1.1k 7.1×	48 0.4×	82	1.3k
Harold Somers United Kingdom	14	284 0.9×	51 0.2×	80 0.5×	968 6.3×	18 0.1×	65	1.2k
Deryle Lonsdale United States	15	103 0.3×	73 0.4×	93 0.6×	540 3.5×	24 0.2×	56	812
Daniel Hardt Denmark	13	322 1.0×	98 0.5×	39 0.3×	408 2.6×	30 0.2×	55	668
Joseph P. Levy United Kingdom	10	37 0.1×	121 0.6×	226 1.5×	568 3.7×	13 0.1×	19	1.0k
Laure Vieu France	12	180 0.6×	106 0.5×	18 0.1×	417 2.7×	29 0.2×	38	702

Countries citing papers authored by Junkyu Lee

Since Specialization

Citations

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

Fields of papers citing papers by Junkyu Lee

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junkyu Lee

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

Lee, Junkyu, et al.. (2025). Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning. Internet of Things. 31. 101533–101533.

Lee, Junkyu, et al.. (2024). A machine learning framework for extracting information from biological pathway images in the literature. Metabolic Engineering. 86. 1–11. 1 indexed citations

Cozman, Fábio Gagliardi, Radu Marinescu, Junkyu Lee, et al.. (2024). Markov conditions and factorization in logical credal networks. International Journal of Approximate Reasoning. 172. 109237–109237.

Lee, Junkyu, et al.. (2024). Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence. 38(21). 23635–23636.

Srinivas, Kavitha, et al.. (2024). Large Language Models as Planning Domain Generators (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence. 38(21). 23604–23605.

Lee, Junkyu, et al.. (2024). The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study. IEEE Access. 12. 5490–5502. 7 indexed citations

Katz, Michael, et al.. (2024). Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. Proceedings of the International Symposium on Combinatorial Search. 17. 213–217. 2 indexed citations

Lee, Junkyu, et al.. (2024). Do 5G Networks Achieve The Proclaimed Promises? An Empirical Study Using YouTube Edge Service. 29–34. 1 indexed citations

Lee, Junkyu, Amir Sabbagh Molahosseini, Hua Yang, et al.. (2023). Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques. ACM Computing Surveys. 55(13s). 1–36. 21 indexed citations

10.

Katz, Michael & Junkyu Lee. (2023). K∗ Search over Orbit Space for Top-k Planning. 5368–5376. 2 indexed citations

11.

Lee, Junkyu, et al.. (2023). Action Space Reduction for Planning Domains. 5394–5401.

12.

Lee, Junkyu, Blesson Varghese, & Hans Vandierendonck. (2023). ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 3 indexed citations

13.

Kim, Byung Chul, et al.. (2022). A 11.4-Gbps/lane MIPI 32-bit C-PHY and D-PHY combo transmitter with 3-tap FFE. 1–3. 2 indexed citations

14.

Kim, Kijin, et al.. (2021). Benefits and Spillover Effects of Infrastructure: A Spatial Econometric Approach. SHILAP Revista de lepidopterología. 25(1). 3–31. 3 indexed citations

15.

Lee, Junkyu, Alexander Ihler, & Rina Dechter. (2018). Join Graph Decomposition Bounds for Influence Diagrams. Uncertainty in Artificial Intelligence. 1053–1062. 2 indexed citations

16.

Lee, Junkyu, Alexander Ihler, & Rina Dechter. (2018). Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall.. National Conference on Artificial Intelligence. 674–681.

17.

Lee, Junkyu, Radu Marinescu, & Rina Dechter. (2016). Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results.. 3 indexed citations

18.

Lee, Junkyu. (2014). Working Memory Capacity and Second Language Acquisition. 231–235.

19.

Lee, Junkyu, et al.. (2013). Using Contextual Information In Learners' Spoken Language Communication: An Eye-Tracking Study. GEMA Online Journal of Language Studies. 13(2). 2 indexed citations

20.

Lee, Junkyu, et al.. (2013). Decomposition or Not in Korean Inflectional Morphology. 50. 247–268. 1 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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