Byung-Jun Yoon - Publications, H-index & Citations

Byung-Jun Yoon

texas a&m university

24H指数

238论文数

2.7K被引数

收录论文 42

发表时间

Transformer-Based Detection of Colonic Peristalsis Excitement in Spinal Cord Injured Mice via Electrocolonogram Signal Processing 基于Transformer的脊髓损伤小鼠结肠蠕动兴奋性检测：经电结肠图信号处理

IEEE Access

IF3.6

2026-07-24

OAAI

Pei-Hung Chung; Junxiang Zheng; Cédric G. Geoffroy; Hangue Park; Byung-Jun Yoon

Variable rate neural compression for sparse detector data 稀疏检测器数据的可变速率神经压缩

Patterns

IF7.4

2026-02-02

OAAI

Yi Huang; Yeonju Go; Jin Huang; Shuhang Li; Xihaier Luo; Thomas Marshall; Joseph D. Osborn; Christopher Pinkenburg; Yihui Ren; Evgeny Shulga; Shinjae Yoo; Byung-Jun Yoon

Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders 通过不确定性引导的变分自编码器微调增强生成分子设计

Mol. Syst. Des. Eng.

IF0

2025-10-18

OAAI

A N M Nafiz Abeer; Sanket Jantre; Nathan Urban; Byung-Jun Yoon

An Effective Pipeline for Training Variational Autoencoders for Synthesizable and Optimized Molecular Design

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Mozumder, Fardeen H.; Yoon, Byung-Jun

Multi-objective latent space optimization of generative molecular design models

PATTERNS

IF7.4

2024-10-01

OAAI

Abeer, A. N. M. Nafiz; Urban, Nathan M.; Weil, M. Ryan; Alexander, Francis J.; Yoon, Byung-Jun

Identifying Bayesian optimal experiments for uncertain biochemical pathway models

SCIENTIFIC REPORTS

IF3.9

2024-07-02

OAAI

Isenberg, Natalie M.; Mertins, Susan D.; Yoon, Byung-Jun; Reyes, Kristofer G.; Urban, Nathan M.

Location-based electrotactile feedback localizes hitting point in virtual-reality table tennis game

BIOMEDICAL ENGINEERING LETTERS

IF2.8

2024-02-20

PREAI

Oh, Semyoung; Yoon, Byung-Jun; Park, Hangue

Entropy removal of medical diagnostics

SCIENTIFIC REPORTS

IF3.9

2024-01-12

OAAI

He, Shuhan; Chong, Paul; Yoon, Byung-Jun; Chung, Pei-Hung; Chen, David; Marzouk, Sammer; Black, Kameron C.; Sharp, Wilson; Safari, Pedram; Goldstein, Joshua N.; Raja, Ali S.; Lee, Jarone

Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery

PATTERNS

IF7.4

2023-11-01

OAAI

Qian, Xiaoning; Yoon, Byung-Jun; Arroyave, Raymundo; Qian, Xiaofeng; Dougherty, Edward R.

Geometric Affinity Propagation for Clustering With Network Knowledge 利用网络知识进行聚类的几何仿射传播

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-11-01

OAAI

Maddouri, Omar; Qian, Xiaoning; Yoon, Byung-Jun

Accelerating scientific discoveries through data-driven innovations

PATTERNS

IF7.4

2023-11-01

OAAI

Alexander, Francis J.; Lin, Meifeng; Qian, Xiaoning; Yoon, Byung-Jun

Optimal decision-making in high-throughput virtual screening pipelines 高通量虚拟筛选管道中的最优决策

PATTERNS

IF7.4

2023-11-01

OAAI

Woo, Hyun-Myung; Qian, Xiaoning; Tan, Li; Jha, Shantenu; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun

A rigorous uncertainty-aware quantification framework is essential for reproducible and replicable machine learning workflows

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Pouchard, Line; Reyes, Kristofer G.; Alexander, Francis J.; Yoon, Byung-Jun

Optimal high-throughput virtual screening pipeline for efficient selection of redox-active organic materials 用于有效选择氧化还原活性有机材料的最佳高通量虚拟筛选管道

ISCIENCE

IF4.1

2023-01-01

OAAI

Woo, Hyun-Myung; Allam, Omar; Chen, Junhe; Jang, Seung Soon; Yoon, Byung-Jun

Looking back on forward-looking COVID models

PATTERNS

IF7.4

2022-07-01

OAAI

Chong, Paul; Yoon, Byung-Jun; Lai, Debbie; Carlson, Michael; Lee, Jarone; He, Shuhan

AI-enabled, implantable, multichannel wireless telemetry for photodynamic therapy

NATURE COMMUNICATIONS

IF15.7

2022-04-21

OAAI

Kim, Woo Seok; Khot, M. Ibrahim; Woo, Hyun-Myung; Hong, Sungcheol; Baek, Dong-Hyun; Maisey, Thomas; Daniels, Brandon; Coletta, P. Louise; Yoon, Byung-Jun; Jayne, David G.; Park, Sung Il

Robust importance sampling for error estimation in the context of optimal Bayesian transfer learning

PATTERNS

IF7.4

2022-03-01

OAAI

Maddouri, Omar; Qian, Xiaoning; Alexander, Francis J.; Dougherty, Edward R.; Yoon, Byung-Jun

Co-design Center for Exascale Machine Learning Technologies (ExaLearn)

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2021-09-27

OAAI

Alexander, Francis J.; Ang, James; Bilbrey, Jenna A.; Balewski, Jan; Casey, Tiernan; Chard, Ryan; Choi, Jong; Choudhury, Sutanay; Debusschere, Bert; DeGennaro, Anthony M.; Dryden, Nikoli; Ellis, J. Austin; Foster, Ian; Cardona, Cristina Garcia; Ghosh, Sayan; Harrington, Peter; Huang, Yunzhi; Jha, Shantenu; Johnston, Travis; Kagawa, Ai; Kannan, Ramakrishnan; Kumar, Neeraj; Liu, Zhengchun; Maruyama, Naoya; Matsuoka, Satoshi; McCarthy, Erin; Mohd-Yusof, Jamaludin; Nugent, Peter; Oyama, Yosuke; Proffen, Thomas; Pugmire, David; Rajamanickam, Sivasankaran; Ramakrishniah, Vinay; Schram, Malachi; Seal, Sudip K.; Sivaraman, Ganesh; Sweeney, Christine; Tan, Li; Thakur, Rajeev; Van Essen, Brian; Ward, Logan; Welch, Paul; Wolf, Michael; Xantheas, Sotiris S.; Yager, Kevin G.; Yoo, Shinjae; Yoon, Byung-Jun

Optimal Experimental Design for Uncertain Systems Based on Coupled Differential Equations

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Hong, Youngjoon; Kwon, Bongsuk; Yoon, Byung-Jun

Quantifying the Multi-Objective Cost of Uncertainty

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Yoon, Byung-Jun; Qian, Xiaoning; Dougherty, Edward R.

研究方向