| layout | title | slug |
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publications |
Publications |
/publications |
Find below selected publications in reversed chronological order. See also my Google Scholar Profile.
CARTE: Pretraining and Transfer for Tabular Learning
Myung Jun Kim, Léo Grinsztajn, Gaël Varoquaux
Proceedings of the 41st International Conference on Machine Learning (ICML 2024)
[Paper]
[Code]
Mutual Domain Adaptation
Sunghong Park, Myung Jun Kim, Kanghee Park, Hyunjung Shin
Pattern Recognition (2024)
[Paper]
Vectorizing string entries for data processing on tables: when are larger language models better?
Léo Grinsztajn, Myung Jun Kim, Edouard Oyallon, Gaël Varoquaux
arXiv:2312.09634 (2023)
[Paper]
Accelerated Graph Integration with Approximation of Combining Parameters
Taehwan Yun, Myung Jun Kim, Hyunjung Shin
International Conference on Machine Learning, Optimization, and Data Science (LOD 2023)
[Paper]
Fast Prediction for Criminal Suspects through Neighbor Mutual Information-Based Latent Network
Jong Ho Jhee, Myung Jun Kim, Myeonggeon Park, Jeongheun Yeon, Hyunjung Shin
International Journal of Intelligent Systems (2023)
[Paper]
Dementia key gene identification with multi-layered SNP-gene-disease network
Dong-gi Lee, Myung Jun Kim, Sangjoon Son, Chang Hyung Hong, Hyunjung Shin
Bioinformatics (2020)
[Paper]
Inference on historical factions based on multi-layered network of historical figures
Myung Jun Kim, Dong-gi Lee, Sangkuk Lee, Geun-ho Lee, Hyunjung Shin
Expert Systems with Applications (2020)
[Paper]
Semi-supervised learning for hierarchically structured networks
Myung Jun Kim, Dong-gi Lee, Hyunjung Shin
Pattern Recognition (2019)
[Paper]
Drug repurposing with network reinforcement
Yonghyun Nam, Myung Jun Kim, Chang Hyung Hong, Hyunjung Shin
BMC Bioinformatics (2019)
[Paper]
Inference on chains of disease progression based on disease networks
Dong-gi Lee, Myung Jun Kim, Hyunjung Shin
PloS one (2019)
[Paper]
Historical inference based on semi-supervised learning
Dong-gi Lee, Sangkuk Lee, Myung Jun Kim, Hyunjung Shin
Expert Systems with Applications (2018)
[Paper]
An inference method from multi-layered structure of biomedical data
Myung Jun Kim, Yonghyun Nam, Hyunjung Shin
BMC Medical Informatics and Decision Making (2017)
[Paper]
CLASH: Complementary Linkage with Anchoring and Scoring for Heterogeneous biomolecular and clinical data
Yonghyun Nam, Myung Jun Kim, Kyungwon Lee, Hyunjung Shin
BMC Medical Informatics and Decision Making (2016)
[Paper]