Kangwook Lee

4.0k total citations · 1 hit paper
139 papers, 2.3k citations indexed

About

Kangwook Lee is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Kangwook Lee has authored 139 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 72 papers in Electrical and Electronic Engineering, 25 papers in Artificial Intelligence and 20 papers in Computer Networks and Communications. Recurrent topics in Kangwook Lee's work include 3D IC and TSV technologies (52 papers), Electronic Packaging and Soldering Technologies (28 papers) and Semiconductor materials and devices (14 papers). Kangwook Lee is often cited by papers focused on 3D IC and TSV technologies (52 papers), Electronic Packaging and Soldering Technologies (28 papers) and Semiconductor materials and devices (14 papers). Kangwook Lee collaborates with scholars based in Japan, United States and South Korea. Kangwook Lee's co-authors include Kannan Ramchandran, Ramtin Pedarsani, Dimitris Papailiopoulos, Maximilian Lam, Takafumi Fukushima, Tetsu Tanaka, Mitsumasa Koyanagi, Changho Suh, Nihar B. Shah and M. Murugesan and has published in prestigious journals such as Langmuir, IEEE Transactions on Information Theory and Polymer.

In The Last Decade

Kangwook Lee

126 papers receiving 2.3k citations

Hit Papers

Speeding Up Distributed Machine Learning Using Codes 2017 2026 2020 2023 2017 100 200 300 400
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. Speeding Up Distributed Machine Learning Using Codes
    2017 497 citations Kangwook Lee, Dimitris Papailiopoulos et al. profile →

Peers

Kangwook Lee
Yoongu Kim United States
Haifeng Sun China
Alex Yakovlev United Kingdom
Minho Park South Korea
Luca P. Carloni United States
Xuecheng Zou China
J. Morris Chang United States
Liang Shi China
Karthik Sankaranarayanan United States
Jinfeng Li China
Yoongu Kim United States
Kangwook Lee
Citations per year, relative to Kangwook Lee Kangwook Lee (= 1×) peers Yoongu Kim

Countries citing papers authored by Kangwook Lee

Since Specialization
Citations

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

Fields of papers citing papers by Kangwook Lee

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Kangwook Lee

This figure shows the co-authorship network connecting the top 25 collaborators of Kangwook Lee. A scholar is included among the top collaborators of Kangwook 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 Kangwook Lee. Kangwook Lee 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.
Lee, Dong-Chan, et al.. (2025). Forward and inverse simulation of pseudo-two-dimensional model of lithium-ion batteries using neural networks. Computer Methods in Applied Mechanics and Engineering. 438. 117856–117856. 1 indexed citations
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Park, Jong-Ho, et al.. (2023). Prompted LLMs as Chatbot Modules for Long Open-domain Conversation. 4536–4554. 12 indexed citations
5.
Lee, Kangwook, et al.. (2022). Debiasing Pre-Trained Language Models via Efficient Fine-Tuning. 59–69. 15 indexed citations
6.
Yun, Won Joon, MyungJae Shin, Aziz Mohaisen, Kangwook Lee, & Joongheon Kim. (2022). Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Transactions on Neural Networks and Learning Systems. 35(2). 2510–2521. 11 indexed citations
7.
Agarwal, Saurabh, Hongyi Wang, Kangwook Lee, Shivaram Venkataraman, & Dimitris Papailiopoulos. (2021). Adaptive Gradient Communication via Critical Learning Regime Identification. 3. 55–80. 5 indexed citations
8.
Lee, Kangwook, et al.. (2019). Preliminary Analysis of the Bid Success Ratio according to the Characteristics of Overseas Construction Projects. Korean Journal of Construction Engineering and Management. 20(3). 122–133.
9.
Lee, Kangwook. (2019). Analyzing the Market Structure of International Construction Contracts : Focusing on Korean Construction Firms. Korean Journal of Construction Engineering and Management. 20(1). 124–132.
10.
Lee, Kangwook, et al.. (2018). SGD on Random Mixtures: Private Machine Learning under Data Breach Threats. International Conference on Learning Representations. 1 indexed citations
11.
Ahn, Kwangjun, et al.. (2018). Binary Rating Estimation with Graph Side Information. Neural Information Processing Systems. 31. 4272–4283. 15 indexed citations
12.
Kim, Ji Hyun, et al.. (2018). A Novel System-in-Package using High-Density Fan-out Technology for Heterogeneous Integration. 230–232. 2 indexed citations
13.
Lee, Kangwook, Changho Suh, & Kannan Ramchandran. (2017). High-dimensional coded matrix multiplication. 2418–2422. 133 indexed citations
14.
Han, Hyemin, Stephen J. Thoma, Fırat Soylu, & Kangwook Lee. (2017). How to Make Moral Education More Effective: From a Brain Study to Policy Making.. 1 indexed citations
15.
Lee, Kangwook, et al.. (2017). Crash To Not Crash: Playing Video Games To Predict Vehicle Collisions. International Conference on Machine Learning. 4 indexed citations
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Lee, Kangwook, et al.. (2016). Learning analytics: Collaborative filtering or regression with experts?. Neural Information Processing Systems.
18.
Shah, Nihar B., Kangwook Lee, & Kannan Ramchandran. (2012). The MDS Queue. arXiv (Cornell University). 4 indexed citations
19.
Shah, Nihar B., Kangwook Lee, & Kannan Ramchandran. (2012). The MDS Queue: Analysing Latency Performance of Codes and Redundant Requests. arXiv (Cornell University). 17 indexed citations
20.
Lee, Choong‐Ki & Kangwook Lee. (2010). Estimating the Economic Impacts of Kangwon Land Casino Resort on Gangwon Province and Other Regions in Korea. Journal of Tourism Sciences. 34(4). 109–126. 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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