Martin Byung-Guk Jun

According to our database, Martin Byung-Guk Jun authored at least 14 papers between 2019 and 2026.

Collaborative distances:

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

2026

LISTEN: lightweight industrial sound-representable transformer for edge notification.

Changheon Han, Yun Seok Kang, Yuseop Sim, Hyung Wook Park, Martin Byung-Guk Jun

Adv. Eng. Informatics, 2026

2025

IMPACT: Industrial Machine Perception via Acoustic Cognitive Transformer.

Changheon Han, Yuseop Sim, Hoin Jung, Jiho Lee, Hojun Lee, Yun Seok Kang, Sucheol Woo, Garam Kim, Hyung Wook Park, Martin Byung-Guk Jun

CoRR, July, 2025

Visual coating inspection framework via self-labeling and multi-stage deep learning strategies.

Changheon Han, Jiho Lee, Martin Byung-Guk Jun, Sang Won Lee, Huitaek Yun

J. Intell. Manuf., April, 2025

EASEIR: Efficient and Adaptive Safe-set Estimation via Implicit Representation for High-dimensional Motion Planning.

Hojun Lee, Yuseop Sim, Changheon Han, Jiho Lee, Aniket Bera, Changju Kim, Martin Byung-Guk Jun

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

2024

Integration of an exoskeleton robotic system into a digital twin for industrial manufacturing applications.

Hoonmin Park, Minchul Shin, Gyubok Choi, Yuseop Sim, Jiho Lee, Huitaek Yun, Martin Byung-Guk Jun, Gyuman Kim, Younghun Jeong, Hak Yi

Robotics Comput. Integr. Manuf., 2024

Adversarial Domain Adaptation for Metal Cutting Sound Detection: Leveraging Abundant Lab Data for Scarce Industry Data.

Mir Imtiaz Mostafiz, Eunseob Kim, Adrian Shuai Li, Elisa Bertino, Martin Byung-Guk Jun, Ali Shakouri

Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024

2023

An finite element analysis surrogate model with boundary oriented graph embedding approach for rapid design.

Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal

J. Comput. Des. Eng., April, 2023

Autoencoder-based anomaly detection of industrial robot arm using stethoscope based internal sound sensor.

Huitaek Yun, Hanjun Kim, Young Hun Jeong, Martin Byung-Guk Jun

J. Intell. Manuf., March, 2023

2022

Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD.

Xingyu Fu, Dheeraj Peddireddy, Vaneet Aggarwal, Martin Byung-Guk Jun

IEEE Trans. Ind. Informatics, 2022

2021

An FEA surrogate model with Boundary Oriented Graph Embedding approach.

Xingyu Fu, Fengfeng Zhou, Dheeraj Peddireddy, Zhengyang Kang, Martin Byung-Guk Jun, Vaneet Aggarwal

CoRR, 2021

2020

Hollow-Core Photonic Crystal Fiber Mach-Zehnder Interferometer for Gas Sensing.

Kaveh Nazeri, Farid Ahmed, Vahid Ahsani, Hang-Eun Joe, Colin Bradley, Ehsan Toyserkani, Martin Byung-Guk Jun

Sensors, 2020

2019

Tapered Fiber-Optic Mach-Zehnder Interferometer for Ultra-High Sensitivity Measurement of Refractive Index.

Vahid Ahsani, Farid Ahmed, Martin Byung-Guk Jun, Colin Bradley

Sensors, 2019

Monitoring of Carbon Dioxide Using Hollow-Core Photonic Crystal Fiber Mach-Zehnder Interferometer.

Farid Ahmed, Vahid Ahsani, Kaveh Nazeri, Ehsan Marzband, Colin Bradley, Ehsan Toyserkani, Martin Byung-Guk Jun

Sensors, 2019

Experimental comparison of the effect of the structure on MZI fiber gas sensor performance.

Kaveh Nazeri, Vahid Ahsani, Farid Ahmed, Hang-Eun Joe, Martin Byung-Guk Jun, Colin Bradley

Proceedings of the IEEE Pacific Rim Conference on Communications, 2019