Youngdeok Hwang

According to our database, Youngdeok Hwang authored at least 13 papers between 2014 and 2025.

Collaborative distances:

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

2025

Sparse Sensor Allocation for Inverse Problems of Detecting Sparse Leaking Emission Sources.

Xinchao Liu, Youngdeok Hwang, Dzung Phan, Levente J. Klein, Xiao Liu, Kyongmin Yeo

CoRR, September, 2025

Bayesian Model Calibration and Sensitivity Analysis for Oscillating Biological Experiments.

Youngdeok Hwang, Hang Joon Kim, Won Chang, Christian Hong, Steven N. MacEachern

Technometrics, April, 2025

2024

Searching Optimal Floating-Point Format for Sub-8-Bit Large Language Model Inference.

Youngdeok Hwang, Janghwan Lee, Jiwoong Park, Jieun Lim, Jungwook Choi

Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023

Finding Optimal Numerical Format for Sub-8-Bit Post-Training Quantization of Vision Transformers.

Janghwan Lee, Youngdeok Hwang, Jungwook Choi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Frontiers: Virus Shook the Streaming Star: Estimating the COVID-19 Impact on Music Consumption.

Jaeung Sim, Daegon Cho, Youngdeok Hwang, Rahul Telang

Mark. Sci., 2022

Optimal Sensor Placement for Atmospheric Inverse Modelling.

Xinchao Liu, Kyongmin Yeo, Levente J. Klein, Youngdeok Hwang, Dzung Phan, Xiao Liu

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Sequential Model-Based Optimization for Continuous Inputs with Finite Decision Space.

Qiong Zhang, Youngdeok Hwang

Technometrics, 2020

2019

Synthesizing simulation and field data of solar irradiance.

Furong Sun, Robert B. Gramacy, Benjamin Haaland, Siyuan Lu, Youngdeok Hwang

Stat. Anal. Data Min., 2019

Bayesian pollution source identification via an inverse physics model.

Youngdeok Hwang, Hang Joon Kim, Won Chang, Kyongmin Yeo, Yongku Kim

Comput. Stat. Data Anal., 2019

2018

Development of a spectral source inverse model by using generalized polynomial chaos.

Kyongmin Yeo, Youngdeok Hwang, Xiao Liu, Jayant Kalagnanam

CoRR, 2018

2016

Sliced Orthogonal Array-Based Latin Hypercube Designs.

Youngdeok Hwang, Xu He, Peter Z. G. Qian

Technometrics, 2016

2015

Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction.

Siyuan Lu, Youngdeok Hwang, Ildar Khabibrakhmanov, Fernando J. Marianno, Xiaoyan Shao, Jie Zhang, Bri-Mathias S. Hodge, Hendrik F. Hamann

Proceedings of the 14th European Control Conference, 2015

2014

Asymmetric Nested Lattice Samples.

Peter Z. G. Qian, Mingyao Ai, Youngdeok Hwang, Heng Su

Technometrics, 2014