Yuji Roh

1.2k total citations · 1 hit paper
6 papers, 568 citations indexed

About

Yuji Roh is a scholar working on Artificial Intelligence, Management Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Yuji Roh has authored 6 papers receiving a total of 568 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 1 paper in Management Information Systems and 1 paper in Computer Vision and Pattern Recognition. Recurrent topics in Yuji Roh's work include Machine Learning and Data Classification (3 papers), Privacy-Preserving Technologies in Data (2 papers) and Adversarial Robustness in Machine Learning (2 papers). Yuji Roh is often cited by papers focused on Machine Learning and Data Classification (3 papers), Privacy-Preserving Technologies in Data (2 papers) and Adversarial Robustness in Machine Learning (2 papers). Yuji Roh collaborates with scholars based in South Korea, United States and Canada. Yuji Roh's co-authors include Steven Euijong Whang, Geon Heo, Hyun‐Su Kim, Hwanjun Song, Jae-Gil Lee, Changho Suh, Kangwook Lee, Gyeongwon Yun, Young H. Kim and Young-Jae Min and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering and Proceedings of the VLDB Endowment.

In The Last Decade

Yuji Roh

6 papers receiving 541 citations

Hit Papers

align trajectories

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.

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

2019 510 citations Yuji Roh, Geon Heo et al. IEEE Transactions on Knowledge and Data Engineering profile →

Peers

Countries citing papers authored by Yuji Roh

Since Specialization

Citations

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

Fields of papers citing papers by Yuji Roh

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yuji Roh

This figure shows the co-authorship network connecting the top 25 collaborators of Yuji Roh. A scholar is included among the top collaborators of Yuji Roh 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 Yuji Roh. Yuji Roh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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6 of 6 papers shown

#	Work	Indexed citations
1	Machine Learning Robustness, Fairness, and their Convergence 2021 ·Jae-Gil Lee, Yuji Roh, Hwanjun Song, Steven Euijong Whang	8
2	Inspector gadget 2020 ·Proceedings of the VLDB Endowment ·Geon Heo, Yuji Roh, (unknown), (unknown), Steven Euijong Whang	8
3	FR-Train: A mutual information-based approach to fair and robust training 2020 ·Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh	2
4	A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective breakdown → 2019 ·IEEE Transactions on Knowledge and Data Engineering ·Yuji Roh, Geon Heo, Steven Euijong Whang	510
5	Data Cleaning for Accurate, Fair, and Robust Models 2019 ·(unknown), Yuji Roh, (unknown), Hyun‐Su Kim, Steven Euijong Whang	38
6	Comparison of slowness curves of Lamb wave with elastic moduli and crystal structure in silicon wafers 2013 ·Gyeongwon Yun, Kyung-min Kim, Yuji Roh, Young-Jae Min, (unknown), Young H. Kim	2

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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