2026 Jaewoo Kang: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	49	5759	5594	41	41	213	16486

Overview

Jaewoo Kang is affiliated with Korea University in South Korea and has a research focus primarily within the field of Computer Science, contributing extensively to Artificial Intelligence, Molecular Biology, and related interdisciplinary areas.

The scientist's recent publications cover a range of topics and venues, including:

Building a PubMed knowledge graph, 2020, Scientific Data
BERN2: an advanced neural biomedical named entity recognition and normalization tool, 2022, Bioinformatics
Graph Transformer Networks: Learning meta-path graphs to improve GNNs, 2022, Neural Networks
Crowdsourced mapping of unexplored target space of kinase inhibitors, 2021, Nature Communications
Improved survival analysis by learning shared genomic information from pan-cancer data, 2020, Bioinformatics

Frequent coauthors in Jaewoo Kang's publications include:

Mujeen Sung (22 collaborations)
Minbyul Jeong (21 collaborations)
Sunkyu Kim (20 collaborations)
Mogan Gim (17 collaborations)
Jinhyuk Lee (15 collaborations)

The venues in which the scientist frequently publishes are:

arXiv (Cornell University) with 61 publications
Bioinformatics with 10 publications
bioRxiv (Cold Spring Harbor Laboratory) with 6 publications
IEEE Access with 5 publications
Database with 3 publications

Main fields of study encompass Computer Science with a subfield emphasis on:

Artificial Intelligence (124 publications)
Molecular Biology (58 publications)
Computer Vision and Pattern Recognition (31 publications)
Computational Theory and Mathematics (18 publications)
Information Systems (10 publications)

The primary research topics covered in the scientist's work include:

Topic Modeling (104 publications)
Natural Language Processing Techniques (68 publications)
Biomedical Text Mining and Ontologies (44 publications)
Computational Drug Discovery Methods (34 publications)
Multimodal Machine Learning Applications (32 publications)
Bioinformatics and Genomic Networks (18 publications)
Advanced Graph Neural Networks (16 publications)

Best Publications

BioBERT: a pre-trained biomedical language representation model for biomedical text mining.

Jinhyuk Lee;Wonjin Yoon;Sungdong Kim;Donghyeon Kim

6319
Citations
DSigDB: drug signatures database for gene set analysis

Minjae Yoo;Jimin Shin;Jihye Kim;Karen A. Ryall

693
Citations
Evaluating window joins over unbounded streams

J. Kang;J.F. Naughton;S.D. Viglas

572
Citations
Self-attention graph pooling

Junhyun Lee;Inyeop Lee;Jaewoo Kang

557
Citations
Graph Transformer Networks

Seongjun Yun;Minbyul Jeong;Raehyun Kim;Jaewoo Kang

547
Citations
Catching the boat with Strudel: experiences with a Web-site management system

Mary Fernández;Daniela Florescu;Jaewoo Kang;Alon Levy

482
Citations
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

Michael P Menden;Michael P Menden;Dennis Wang;Dennis Wang;Mike J Mason;Bence Szalai;Bence Szalai;Bence Szalai

346
Citations
On schema matching with opaque column names and data values

Jaewoo Kang;Jeffrey F. Naughton

340
Citations
The Niagara Internet Query System.

Jeffrey F. Naughton;David J. DeWitt;David Maier;Ashraf Aboulnaga

289
Citations
HOTR: End-to-End Human-Object Interaction Detection with Transformers

Bumsoo Kim;Junhyun Lee;Jaewoo Kang;Eun-Sol Kim

272
Citations
STRUDEL: a Web site management system

Mary Fernandez;Daniela Florescu;Jaewoo Kang;Alon Levy

234
Citations
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

Wonjin Yoon;Chan Ho So;Jinhyuk Lee;Jaewoo Kang

187
Citations
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation

Buru Chang;Yonggyu Park;Donghyeon Park;Seongsoon Kim

182
Citations
Building a PubMed knowledge graph.

Jian Xu;Sunkyu Kim;Min Song;Minbyul Jeong

174
Citations
Comparative study of name disambiguation problem using a scalable blocking-based framework

Byung-Won On;Dongwon Lee;Jaewoo Kang;Prasenjit Mitra

161
Citations
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

Bumsoo Kim;Taeho Choi;Jaewoo Kang;Hyunwoo J. Kim

152
Citations
Biomedical Entity Representations with Synonym Marginalization

Mujeen Sung;Hwisang Jeon;Jinhyuk Lee;Jaewoo Kang

137
Citations
Detection of masses in mammograms using a one-stage object detector based on a deep convolutional neural network.

Hwejin Jung;Bumsoo Kim;Inyeop Lee;Minhwan Yoo

133
Citations
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining

Donghyeon Kim;Jinhyuk Lee;Chan Ho So;Hwisang Jeon

127
Citations
Effective and scalable solutions for mixed and split citation problems in digital libraries

Dongwon Lee;Byung-Won On;Jaewoo Kang;Sanghyun Park

125
Citations

Frequent Co-Authors

Aik Choon Tan University of Utah

Dongwon Lee Pennsylvania State University

Julio Saez-Rodriguez Heidelberg University

Alon Y. Levy Facebook (United States)

Dan Suciu University of Washington

Prasenjit Mitra Pennsylvania State University

Keun Ho Ryu Ton Duc Thang University

Daniela Florescu Oracle (United States)

Timothy M. Willson University of North Carolina at Chapel Hill

Tero Aittokallio University of Helsinki

External Links

Personal website of Jaewoo Kang

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