Yongjin Choi

According to our database, Yongjin Choi authored at least 22 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Inverse analysis of granular flows using differentiable graph neural network simulator.

Yongjin Choi, Krishna Kumar

CoRR, 2024

Dual Domain Diffusion Guidance for 3D CBCT Metal Artifact Reduction.

Yongjin Choi, Doeyoung Kwon, Seung Jun Baek

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Three-dimensional granular flow simulation using graph neural network-based learned simulator.

Yongjin Choi, Krishna Kumar

CoRR, 2023

Graph Neural Network-based surrogate model for granular flows.

Yongjin Choi, Krishna Kumar

CoRR, 2023

Accelerating Particle and Fluid Simulations with Differentiable Graph Networks for Solving Forward and Inverse Problems.

Krishna Kumar, Yongjin Choi

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

A machine learning approach to predicting pore pressure response in liquefiable sands under cyclic loading.

Yongjin Choi, Krishna Kumar

CoRR, 2022

RxGAN: Modeling High-Speed Receiver through Generative Adversarial Networks.

Priyank Kashyap, Archit Gajjar, Yongjin Choi, Chau-Wai Wong, Dror Baron, Tianfu Wu, Chris Cheng, Paul D. Franzon

Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

A Vision Transformer Based Deep Learning Architecture for Automatic Diagnosis of Diabetic Retinopathy in Optical Coherence Tomography Angiography.

Sungjin Choi, Bosoung Jeoun, Jaeyoung Anh, Jae-hyup Jeong, Yongjin Choi, Dowan Kwon, Unho Kim, Seoyoung Shin

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

2021

Towards Data-Driven Decision-Making in Government: Identifying Opportunities and Challenges for Data Use and Analytics.

Yongjin Choi, J. Ramón Gil-García, G. Brian Burke, Jim Costello, Derek Werthmuller, Oguz M. Aranay

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Using Artificial Intelligence Techniques for Evidence-Based Decision Making in Government: Random Forest and Deep Neural Network Classification for Predicting Harmful Algal Blooms in New York State.

Yongjin Choi, J. Ramón Gil-García, Oguz M. Aranay, G. Brian Burke, Derek Werthmuller

Proceedings of the DG.O'21: The 22nd Annual International Conference on Digital Government Research, 2021

2017

Semi-supervised Learning with Deep Generative Models for Asset Failure Prediction.

Andre S. Yoon, Taehoon Lee, Yongsub Lim, Deokwoo Jung, Philgyun Kang, Dongwon Kim, Keuntae Park, Yongjin Choi

CoRR, 2017

2013

Network Iron Curtain: Hide Enterprise Networks with OpenFlow.

YongJoo Song, Seungwon Shin, Yongjin Choi

Proceedings of the Information Security Applications - 14th International Workshop, 2013

2007

S-VFS: Searchable Virtual File System for an Intelligent Ubiquitous Storage.

YongJoo Song, Yongjin Choi, HyunBin Lee, Daeyeon Park

IEICE Trans. Inf. Syst., 2007

MTCP: A Transmission Control Protocol for Multi-Provider Environment.

Keuntae Park, JaeSub Kim, Yongjin Choi, Daeyeon Park

IEICE Trans. Commun., 2007

2006

Mirinae: A Peer-to-Peer Overlay Network for Content-Based Publish/Subscribe Systems.

Yongjin Choi, Daeyeon Park

IEICE Trans. Commun., 2006

Searchable Virtual File System: Toward an Intelligent Ubiquitous Storage.

YongJoo Song, Yongjin Choi, HyunBin Lee, Donggook Kim, Daeyeon Park

Proceedings of the Advances in Grid and Pervasive Computing, 2006

MTCP: a transmission control protocol for multi-provider environment.

Keuntae Park, Yongjin Choi, Donggook Kim, Daeyeon Park

Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006

2005

Mirinae: A peer-to-peer overlay network for large-scale content-based publish/subscribe systems.

Yongjin Choi, Daeyeon Park

Proceedings of the Network and Operating System Support for Digital Audio and Video, 2005

New peer-to-peer overlay network for content-based publish/subscribe systems.

Yongjin Choi, HyunBin Lee, Keuntae Park, Daeyeon Park

Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2002

Associativity based clustering and query stride for on-demand routing protocols in ad hoc networks.

Yongjin Choi, Daeyeon Park

J. Commun. Networks, 2002

Traffic Load Balancing for Ad Hoc On-demand Routing Protocols.

YongJoo Song, Yongjin Choi, Daeyeon Park

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

DFS: A De-Fragmented File System.

Woo Hyun Ahn, Kyungbaek Kim, Yongjin Choi, Daeyeon Park

Proceedings of the 10th International Workshop on Modeling, 2002