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Geon Lee

Geon Lee

KAIST

H-index: 7

Asia-South Korea

Contact Geon Lee

About Geon Lee

Geon Lee, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at KAIST, specializes in the field of Data Mining, Graph Mining, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hypergraph motifs and their extensions beyond binary

A survey on hypergraph mining: Patterns, tools, and generators

Representative and Back-In-Time Sampling from Real-World Hypergraphs

Supplementary Document for ‘A Survey on Hypergraph Mining: Patterns, Tools, and Generators’

Random walk with restart on hypergraphs: fast computation and an application to anomaly detection

Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

Tutorials at the web conference 2023

Temporal hypergraph motifs

Geon Lee Information

University

Position

MS at AI

Citations(all)

212

Citations(since 2020)

212

Cited By

13

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Geon Lee Skills & Research Interests

Data Mining

Graph Mining

Machine Learning

Top articles of Geon Lee

Hypergraph motifs and their extensions beyond binary

The VLDB Journal

2023/12/26

Geon Lee
Geon Lee

H-Index: 3

Jihoon Ko
Jihoon Ko

H-Index: 9

Kijung Shin
Kijung Shin

H-Index: 16

A survey on hypergraph mining: Patterns, tools, and generators

arXiv preprint arXiv:2401.08878

2024/1/16

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Representative and Back-In-Time Sampling from Real-World Hypergraphs

ACM Transactions on Knowledge Discovery from Data

2024

Jaemin Yoo
Jaemin Yoo

H-Index: 4

Geon Lee
Geon Lee

H-Index: 3

U Kang
U Kang

H-Index: 31

Kijung Shin
Kijung Shin

H-Index: 16

Supplementary Document for ‘A Survey on Hypergraph Mining: Patterns, Tools, and Generators’

2024

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Random walk with restart on hypergraphs: fast computation and an application to anomaly detection

Data Mining and Knowledge Discovery

2023/12/21

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Jinhong Jung
Jinhong Jung

H-Index: 13

Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

Data Mining and Knowledge Discovery

2023/11

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Tutorials at the web conference 2023

2023/4/30

Valeria Fionda
Valeria Fionda

H-Index: 11

Olaf Hartig
Olaf Hartig

H-Index: 22

Hongzhi Chen
Hongzhi Chen

H-Index: 9

Xiao Chen
Xiao Chen

H-Index: 4

Peng Cui
Peng Cui

H-Index: 4

Quan Gan
Quan Gan

H-Index: 3

Xiaojie Guo
Xiaojie Guo

H-Index: 8

Jiawei Han
Jiawei Han

H-Index: 112

Liang Hu
Liang Hu

H-Index: 13

Utkarshani Jaimini
Utkarshani Jaimini

H-Index: 6

Olivier Jeunen
Olivier Jeunen

H-Index: 4

Yushan Jiang
Yushan Jiang

H-Index: 1

Fariba Karimi
Fariba Karimi

H-Index: 5

George Karypis
George Karypis

H-Index: 59

Himabindu Lakkaraju
Himabindu Lakkaraju

H-Index: 18

Thai Le
Thai Le

H-Index: 7

Trung-Hoang Le
Trung-Hoang Le

H-Index: 1

Dongwon Lee
Dongwon Lee

H-Index: 32

Geon Lee
Geon Lee

H-Index: 3

Liat Levontin
Liat Levontin

H-Index: 5

Haoyang Li
Haoyang Li

H-Index: 1

Ying Li
Ying Li

H-Index: 9

Usha Lokala
Usha Lokala

H-Index: 5

Yu Meng
Yu Meng

H-Index: 8

Pradeep Natarajan
Pradeep Natarajan

H-Index: 3

Jian Pei
Jian Pei

H-Index: 61

Kaushik Roy
Kaushik Roy

H-Index: 3

Amit Sheth
Amit Sheth

H-Index: 54

Cogan Shimizu
Cogan Shimizu

H-Index: 7

Kijung Shin
Kijung Shin

H-Index: 16

Dongjin Song
Dongjin Song

H-Index: 3

Julia Stoyanovich
Julia Stoyanovich

H-Index: 18

Adaku Uchendu
Adaku Uchendu

H-Index: 2

Lin Wang
Lin Wang

H-Index: 4

Minjie Wang
Minjie Wang

H-Index: 8

Xin Wang
Xin Wang

H-Index: 6

Lingfei Wu
Lingfei Wu

H-Index: 11

Da Xu
Da Xu

H-Index: 8

Shuyuan Xu
Shuyuan Xu

H-Index: 3

Bo Yang
Bo Yang

H-Index: 11

Ke Yang
Ke Yang

H-Index: 15

Jaemin Yoo
Jaemin Yoo

H-Index: 4

Zhou Yu
Zhou Yu

H-Index: 20

Reza Zafarani
Reza Zafarani

H-Index: 25

Hamed Zamani
Hamed Zamani

H-Index: 20

Qi Zhang
Qi Zhang

H-Index: 5

Xikun Zhang
Xikun Zhang

H-Index: 1

Yongfeng Zhang
Yongfeng Zhang

H-Index: 28

Yu Zhang
Yu Zhang

H-Index: 13

Zheng Zhang
Zheng Zhang

H-Index: 1

Liang Zhao
Liang Zhao

H-Index: 7

Xiangyu Zhao
Xiangyu Zhao

H-Index: 11

Wenwu Zhu
Wenwu Zhu

H-Index: 4

Temporal hypergraph motifs

Knowledge and Information Systems

2023/4

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Set2Box: Similarity Preserving Representation Learning for Sets

2022/11/28

Geon Lee
Geon Lee

H-Index: 3

Chanyoung Park
Chanyoung Park

H-Index: 10

Kijung Shin
Kijung Shin

H-Index: 16

Mining of real-world hypergraphs: Patterns, tools, and generators

2022/10/17

Geon Lee
Geon Lee

H-Index: 3

Jaemin Yoo
Jaemin Yoo

H-Index: 4

Kijung Shin
Kijung Shin

H-Index: 16

Hashnwalk: Hash and random walk based anomaly detection in hyperedge streams

arXiv preprint arXiv:2204.13822

2022/4/29

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Midas: Representative sampling from real-world hypergraphs

2022/4/25

Jaemin Yoo
Jaemin Yoo

H-Index: 4

Geon Lee
Geon Lee

H-Index: 3

U Kang
U Kang

H-Index: 31

Kijung Shin
Kijung Shin

H-Index: 16

Simple Epidemic Models with Segmentation Can Be Better than Complex Ones

Plos one

2022/1/12

Geon Lee
Geon Lee

H-Index: 3

Se-Eun Yoon
Se-Eun Yoon

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Thyme+: Temporal hypergraph motifs and fast algorithms for exact counting

2021/12/7

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and Generators

2021/4/19

Geon Lee
Geon Lee

H-Index: 3

Kijung Shin
Kijung Shin

H-Index: 16

Hypergraph Motifs: Concepts, Algorithms, and Discoveries

Proceedings of the VLDB Endowment

2020/3/4

Geon Lee
Geon Lee

H-Index: 3

Jihoon Ko
Jihoon Ko

H-Index: 9

Kijung Shin
Kijung Shin

H-Index: 16

MEGA: Multi-view semi-supervised clustering of hypergraphs

Proceedings of the VLDB Endowment

2020/1/1

Joyce Jiyoung Whang
Joyce Jiyoung Whang

H-Index: 10

Sangwon Jung
Sangwon Jung

H-Index: 2

Geon Lee
Geon Lee

H-Index: 3

Qingqing Liu
Qingqing Liu

H-Index: 4

Haesun Park
Haesun Park

H-Index: 44

See List of Professors in Geon Lee University(KAIST)