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Deformable Graph Transformer


Jun 29, 2022
Jinyoung Park, Seongjun Yun, Hyeonjin Park, Jaewoo Kang, Jisu Jeong, Kyung-Min Kim, Jung-woo Ha, Hyunwoo J. Kim

* 12 pages, 3 figures 

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Metropolis-Hastings Data Augmentation for Graph Neural Networks


Mar 26, 2022
Hyeonjin Park, Seunghun Lee, Sihyeon Kim, Jinyoung Park, Jisu Jeong, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim

* 10 pages, 5 figures 

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Explore and Match: End-to-End Video Grounding with Transformer


Jan 25, 2022
Sangmin Woo, Jinyoung Park, Inyong Koo, Sumin Lee, Minki Jeong, Changick Kim


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Deformable Graph Convolutional Networks


Dec 29, 2021
Jinyoung Park, Sungdong Yoo, Jihwan Park, Hyunwoo J. Kim

* To be appear at AAAI2022 

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Donut: Document Understanding Transformer without OCR


Nov 30, 2021
Geewook Kim, Teakgyu Hong, Moonbin Yim, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park

* 12 pages, 6 figures 

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Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning


Mar 01, 2021
Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo j. Kim

* arXiv admin note: substantial text overlap with arXiv:2007.08294 

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Deep neural network for solving differential equations motivated by Legendre-Galerkin approximation


Oct 24, 2020
Bryce Chudomelka, Youngjoon Hong, Hyunwoo Kim, Jinyoung Park

* 19 pages, 7 figures, 1 table 

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Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods


Oct 20, 2020
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim

* ECCV 2020 

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Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs


Aug 18, 2020
Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim

* 14 pages, 4 figures 

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