Jaemin Yoo
- HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
2024/03/31 by Sunwoo Kim, Kim, Sunwoo, Shinhwan Kang +9 · 5 citations
Computer Science · #Text and Document Classification Technologies #Advanced Graph Neural Networks
- Model-Agnostic Augmentation for Accurate Graph Classification
2022/02/21 by Jaemin Yoo, Yoo, Jaemin, Sooyeon Shim +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- Towards Deep Attention in Graph Neural Networks: Problems and Remedies
2023/06/04 by Soo Yong Lee, Fanchen Bu, Lee, Soo Yong +5 · 2 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
2024/10/27 by Sunwoo Kim, Kim, Sunwoo, Soo Yong Lee +11 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining
2022/10/08 by Jaemin Yoo, Meng-Chieh Lee, Yoo, Jaemin +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Graph Theory and Algorithms
- Reciprocity in Directed Hypergraphs: Measures, Findings, and Generators
2022/10/11 by Sunwoo Kim, Minyoung Choe, Kim, Sunwoo +5 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Graph Theory and Algorithms #Data Visualization and Analytics
- Node4All: Learning Node Representation Beyond Datasets
2026/07/19 by Dooho Lee, Jaemin Yoo
#cs.LG #cs.SI