Chenhui Shao

According to our database, Chenhui Shao authored at least 24 papers between 2014 and 2026.

Collaborative distances:

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

2026

LLM-ADAM: A Generalizable LLM Agent Framework for Pre-Print Anomaly Detection in Additive Manufacturing.

Ahmadreza Eslaminia, Chuhan Cai, Cameron Smith, Ruo-Syuan Mei, Shichen Li, Rajiv Malhotra, Klara Nahrstedt, Chenhui Shao

CoRR, May, 2026

Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding.

Ahmadreza Eslaminia, Kuan-Chieh Lu, Klara Nahrstedt, Chenhui Shao

CoRR, April, 2026

A Unified Hierarchical Multi-Task Multi-Fidelity Framework for Data-Efficient Surrogate Modeling in Manufacturing.

Manan Mehta, Zhiqiao Dong, Yuhang Yang, Chenhui Shao

CoRR, March, 2026

Adaptive few-shot learning for robust part quality classification in two-photon lithography.

Sixian Jia, Ruo-Syuan Mei, Chenhui Shao

CoRR, January, 2026

2025

Near-Field Perception for Safety Enhancement of Autonomous Mobile Robots in Manufacturing Environments.

Li-Wei Shih, Ruo-Syuan Mei, Jesse Heidrich, Hui-Ping Wang, Joel Hooton, Joshua Solomon, Jorge Arinez, Guangze Li, Chenhui Shao

CoRR, December, 2025

Multi-Modal Zero-Shot Prediction of Color Trajectories in Food Drying.

Shichen Li, Ahmadreza Eslaminia, Chenhui Shao

CoRR, December, 2025

Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance.

Ruo-Syuan Mei, Sixian Jia, Guangze Li, Soo Yeon Lee, Brian Musser, William Keller, Sreten Zakula, Jorge Arinez, Chenhui Shao

CoRR, December, 2025

Physics-informed data-driven machine health monitoring for two-photon lithography.

Sixian Jia, Zhiqiao Dong, Chenhui Shao

CoRR, October, 2025

Correction: Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography.

Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King

J. Intell. Manuf., June, 2025

Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography.

Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King

J. Intell. Manuf., June, 2025

Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness.

Shichen Li, Chenhui Shao

CoRR, April, 2025

Multi-Modal Data Fusion for Moisture Content Prediction in Apple Drying.

Shichen Li, Chenhui Shao

CoRR, April, 2025

Meta-Learning-Based Domain Generalization for Cost-Effective Tool Condition Monitoring in Ultrasonic Metal Welding.

Yuquan Meng, Zhiqiao Dong, Kuan-Chieh Lu, Shichen Li, Chenhui Shao

IEEE Trans. Ind. Informatics, January, 2025

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints.

Siyuan Chen, Hanshen Yu, Jamal Yagoobi, Chenhui Shao

CoRR, January, 2025

Fine-Scale Characterization and Monitoring of Tool Surface Degradation in Ultrasonic Metal Welding Using Optical Measurements and Computer Vision.

Zhiqiao Dong, Chenhui Shao

J. Comput. Inf. Sci. Eng., 2025

2024

FDM-Bench: A Comprehensive Benchmark for Evaluating Large Language Models in Additive Manufacturing Tasks.

Ahmadreza Eslaminia, Adrian Jackson, Beitong Tian, Avi Stern, Hallie Gordon, Rajiv Malhotra, Klara Nahrstedt, Chenhui Shao

CoRR, 2024

Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding.

Ahmadreza Eslaminia, Yuquan Meng, Klara Nahrstedt, Chenhui Shao

CoRR, 2024

2023

A Greedy Agglomerative Framework for Clustered Federated Learning.

Manan Mehta, Chenhui Shao

IEEE Trans. Ind. Informatics, December, 2023

WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System.

Beitong Tian, Ahmadreza Eslaminia, Kuan-Chieh Lu, Yaohui Wang, Chenhui Shao, Klara Nahrstedt

Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

2022

Physics-informed machine learning assisted uncertainty quantification for the corrosion of dissimilar material joints.

Parth Bansal, Zhuoyuan Zheng, Chenhui Shao, Jingjing Li, Mihaela Banu, Blair E. Carlson, Yumeng Li

Reliab. Eng. Syst. Saf., 2022

2021

Efficient Online Tracking-by-Detection With Kalman Filter.

Siyuan Chen, Chenhui Shao

IEEE Access, 2021

2020

Temporal action proposal for online driver action monitoring using Dilated Convolutional Temporal Prediction Network.

Boge Wen, Siyuan Chen, Chenhui Shao

Comput. Ind., 2020

2019

Tool wear monitoring in ultrasonic welding using high-order decomposition.

Yaser Zerehsaz, Chenhui Shao, Jionghua Jin

J. Intell. Manuf., 2019

2014

Consensus control of a class of nonlinear systems with communication time delay.

Jie Sheng, Chenhui Shao, Zhengtao Ding, Haibo Ji

Proceedings of the American Control Conference, 2014