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Showing results 1 to 13 of 13

1
HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams

Lee, Geon; Choe, Minyoung; Shin, Kijung, 31st International Joint Conference on Artificial Intelligence, IJCAI 2022, pp.2129 - 2137, International Joint Conferences on Artificial Intelligence, 2022-07

2
Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

Bu, Fanchen; Lee, Geon; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2389 - 2437, 2023-11

3
Hypergraph motifs and their extensions beyond binary

Lee, Geon; Yoon, S; Ko, Jihoon; Kim, Hyunju; Shin, Kijung, VLDB JOURNAL, v.33, no.3, pp.625 - 665, 2024-05

4
Hypergraph Motifs: Concepts, Algorithms, and Discoveries

Lee, Geon; Ko, Jihoon; Shin, Kijung, PROCEEDINGS OF THE VLDB ENDOWMENT, v.13, no.11, pp.2256 - 2269, 2020-07

5
MiDaS: Representative Sampling from Real-world Hypergraphs

Choe, Min Young; Yoo, Jaemin; Lee, Geon; Baek, Woonsung; Kang, U; Shin, Kijung, 31st ACM World Wide Web Conference, WWW 2022, pp.1080 - 1092, Association for Computing Machinery, Inc, 2022-04-25

6
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators

Lee, Geon; Yoo, Jaemin; Shin, Kijung, 31st ACM International Conference on Information and Knowledge Management, CIKM 2022, pp.5144 - 5147, Association for Computing Machinery, 2022-10-19

7
Mining of Real-world Hypergraphs: Patterns, Tools, and Generators

Lee, Geon; Yoo, Jaemin; Shin, Kijung, 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, pp.5811 - 5812, Association for Computing Machinery, 2023-08-06

8
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection

Chun, Jaewan; Lee, Geon; Shin, Kijung; Jung, Jinhong, DATA MINING AND KNOWLEDGE DISCOVERY, v.38, no.3, pp.1222 - 1257, 2024-05

9
Representative and Back-In-Time Sampling from Real-world Hypergraphs

Choe, Min Young; Yoo, Jaemin; Lee, Geon; Baek, Woonsung; Kang, U; Shin, Kijung, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.18, no.6, 2024-07

10
Set2Box: Similarity Preserving Representation Learning for Sets

Lee, Geon; Park, Chanyoung; Shin, Kijung, The 22nd IEEE International Conference on Data Mining, ICDM 2022, pp.1023 - 1028, IEEE Computer Society, 2022-11-29

11
Temporal hypergraph motifs

Lee, Geon; Shin, Kijung, KNOWLEDGE AND INFORMATION SYSTEMS, v.65, no.4, pp.1549 - 1586, 2023-04

12
THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting

Lee, Geon; Shin, Kijung, 21st IEEE International Conference on Data Mining (IEEE ICDM), pp.310 - 319, IEEE Computer Society, 2021-12-08

13
Tutorials at The Web Conference 2023

Fionda, Valeria; Hartig, Olaf; Abdolazimi, Reyhaneh; Amer-Yahia, Sihem; Chen, Hongzhi; Chen, Xiao; Cui, Peng; et al, WWW '23: The ACM Web Conference 2023, ACM, 2023-04-30

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