Kwang Moo Yi - Publications, H-index & Citations

Kwang Moo Yi

University of British Columbia

27H指数

162论文数

5.7K被引数

收录论文 14

发表时间

Neural Networks as Surrogate Solvers for Time-dependent Accretion Disk Dynamics 神经网络作为时变吸积盘动力学问题的代理求解器

The Astrophysical Journal Letters

IF0

2025-10-13

OAAI

Shunyuan Mao; Weiqi Wang; Sifan Wang; Ruobing Dong; Lu Lu; Kwang Moo Yi; Paris Perdikaris; Andrea Isella; Sébastien Fabbro; Lile Wang

NESI: Neural Explicit-Shape-Intersection-Based Geometry Representation NESI：基于神经显式形状相交的几何表示

ACM Transactions on Graphics

IF9.5

2025-07-04

PREAI

Congyi Zhang; Jinfan Yang; Eric Hedlin; Suzuran Takikawa; Nicholas Vining; Kwang Moo Yi; Wenping Wang; Alla Sheffer

Hierarchical Feature Attention Learning Network for Detecting Object and Discriminative Parts in Fine-Grained Visual Classification 用于检测细粒度视觉分类中的对象和判别部分的分层特征注意学习网络

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Han, A. Yeong; Yi, Kwang Moo; Kim, Kyeong Tae; Choi, Jae Young

Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems

ASTROPHYSICAL JOURNAL

IF5.4

2024-11-22

OAAI

Mao, Shunyuan; Dong, Ruobing; Yi, Kwang Moo; Lu, Lu; Wang, Sifan; Perdikaris, Paris

Next Generation Seismic Source Detection by Computer Vision: Untangling the Complexity of the 2016 Kaikoura Earthquake Sequence

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2024-05-11

OAAI

Tan, Fengzhou; Kao, Honn; Yi, Kwang Moo; Nissen, Edwin; Goerzen, Chet; Hutchinson, Jesse; Gao, Dawei; Farahbod, Amir M.

Vision-based seam tracking for GMAW fillet welding based on keypoint detection deep learning model

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2024-05-01

OAAI

Mobaraki, Mobina; Ahani, Soodeh; Gonzalez, Ringo; Yi, Kwang Moo; Van Heusden, Klaske; Dumont, Guy A.

StarUnLink: identifying and mitigating signals from communication satellites in stellar spectral surveys

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2023-06-24

OAAI

Bialek, Spencer; Lucatello, Sara; Fabbro, Sebastien; Yi, Kwang Moo; Venn, Kim A.

PPDONet: Deep Operator Networks for Fast Prediction of Steady-state Solutions in Disk-Planet Systems

ASTROPHYSICAL JOURNAL LETTERS

IF11.7

2023-06-16

OAAI

Mao, Shunyuan; Dong, Ruobing; Lu, Lu; Yi, Kwang Moo; Wang, Sifan; Perdikaris, Paris

Deep 3D reconstruction of synchrotron X-ray computed tomography for intact lungs 完整肺的同步辐射x射线计算机断层扫描的深度3D重建

SCIENTIFIC REPORTS

IF3.9

2023-01-31

OAAI

Shin, Seungjoo; Kim, Min Woo; Jin, Kyong Hwan; Yi, Kwang Moo; Kohmura, Yoshiki; Ishikawa, Tetsuya; Je, Jung Ho; Park, Jaesik

Repurposing existing deep networks for caption and aesthetic-guided image cropping

PATTERN RECOGNITION

IF7.6

2022-06-01

OAAI

Horanyi, Nora; Xia, Kedi; Yi, Kwang Moo; Bojja, Abhishake Kumar; Leonardis, Ales; Chang, Hyung Jin

Convolutional neural network identification of galaxy post-mergers in UNIONS using IllustrisTNG

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2021-03-19

OAAI

Bickley, Robert W.; Bottrell, Connor; Hani, Maan H.; Ellison, Sara L.; Teimoorinia, Hossen; Yi, Kwang Moo; Wilkinson, Scott; Gwyn, Stephen; Hudson, Michael J.

Assessing the performance of LTE and NLTE synthetic stellar spectra in a machine learning framework

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2020-08-26

OAAI

Bialek, Spencer; Fabbro, Sebastien; Venn, Kim A.; Kumar, Nripesh; O'Briain, Teaghan; Yi, Kwang Moo

Technical Note: Synthesizing of lung tumors in computed tomography images 技术说明: 在计算机断层扫描图像中合成肺肿瘤

MEDICAL PHYSICS

IF3.2

2020-08-20

PREAI

O'Briain, Teaghan B.; Yi, Kwang Moo; Bazalova-Carter, Magdalena

Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion

IMAGE AND VISION COMPUTING

IF4.2

2015-07-01

PREAI

Yi, Kwang Moo; Jeong, Hawook; Kim, Soo Wan; Yin, Shimin; Oh, Songhwai; Choi, Jin Young

研究方向