Chenhui Shao

23 papers C 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Hierarchical Multi-Task Multi-Fidelity Framework for Data-Efficient Surrogate Modeling in Manufacturing.
CoRR
Manan Mehta, Zhiqiao Dong, Yuhang Yang, Chenhui Shao
2026 J jnl
Adaptive few-shot learning for robust part quality classification in two-photon lithography.
CoRR
Sixian Jia, Ruo-Syuan Mei, Chenhui Shao
2025 J jnl
Correction: Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography.
J. Intell. Manuf.
Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King
2025 J jnl
Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography.
J. Intell. Manuf.
Miles V. Bimrose, Tianxiang Hu, Davis J. McGregor, Jiongxin Wang, Sameh H. Tawfick, Chenhui Shao, Zuozhu Liu, William P. King
2025 J jnl
Fine-Scale Characterization and Monitoring of Tool Surface Degradation in Ultrasonic Metal Welding Using Optical Measurements and Computer Vision.
J. Comput. Inf. Sci. Eng.
Zhiqiao Dong, Chenhui Shao
2025 J jnl
Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance.
CoRR
Ruo-Syuan Mei, Sixian Jia, Guangze Li, Soo Yeon Lee, Brian Musser, William Keller, Sreten Zakula, Jorge Arinez, Chenhui Shao
2025 J jnl
Meta-Learning-Based Domain Generalization for Cost-Effective Tool Condition Monitoring in Ultrasonic Metal Welding.
IEEE Trans. Ind. Informatics
Yuquan Meng, Zhiqiao Dong, Kuan-Chieh Lu, Shichen Li, Chenhui Shao
2025 J jnl
Multi-Modal Data Fusion for Moisture Content Prediction in Apple Drying.
CoRR
Shichen Li, Chenhui Shao
2025 J jnl
Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness.
CoRR
Shichen Li, Chenhui Shao
2025 J jnl
Multi-Modal Zero-Shot Prediction of Color Trajectories in Food Drying.
CoRR
Shichen Li, Ahmadreza Eslaminia, Chenhui Shao
2025 J jnl
Near-Field Perception for Safety Enhancement of Autonomous Mobile Robots in Manufacturing Environments.
CoRR
Li-Wei Shih, Ruo-Syuan Mei, Jesse Heidrich, Hui-Ping Wang, Joel Hooton, Joshua Solomon, Jorge Arinez, Guangze Li, Chenhui Shao
2025 J jnl
Physics-informed data-driven machine health monitoring for two-photon lithography.
CoRR
Sixian Jia, Zhiqiao Dong, Chenhui Shao
2025 J jnl
Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints.
CoRR
Siyuan Chen, Hanshen Yu, Jamal Yagoobi, Chenhui Shao
2024 J jnl
FDM-Bench: A Comprehensive Benchmark for Evaluating Large Language Models in Additive Manufacturing Tasks.
CoRR
Ahmadreza Eslaminia, Adrian Jackson, Beitong Tian, Avi Stern, Hallie Gordon, Rajiv Malhotra, Klara Nahrstedt, Chenhui Shao
2024 J jnl
Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding.
CoRR
Ahmadreza Eslaminia, Yuquan Meng, Klara Nahrstedt, Chenhui Shao
2023 J jnl
A Greedy Agglomerative Framework for Clustered Federated Learning.
IEEE Trans. Ind. Informatics
Manan Mehta, Chenhui Shao
2023 — conf
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System.
UEMCON
Beitong Tian, Ahmadreza Eslaminia, Kuan-Chieh Lu, Yaohui Wang, Chenhui Shao, Klara Nahrstedt
2023 J jnl
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System.
CoRR
Beitong Tian, Kuan-Chieh Lu, Ahmadreza Eslaminia, Yaohui Wang, Chenhui Shao, Klara Nahrstedt
2022 J jnl
Physics-informed machine learning assisted uncertainty quantification for the corrosion of dissimilar material joints.
Reliab. Eng. Syst. Saf.
Parth Bansal, Zhuoyuan Zheng, Chenhui Shao, Jingjing Li, Mihaela Banu, Blair E. Carlson, Yumeng Li
2021 J jnl
Efficient Online Tracking-by-Detection With Kalman Filter.
IEEE Access
Siyuan Chen, Chenhui Shao
2020 J jnl
Temporal action proposal for online driver action monitoring using Dilated Convolutional Temporal Prediction Network.
Comput. Ind.
Boge Wen, Siyuan Chen, Chenhui Shao
2019 J jnl
Tool wear monitoring in ultrasonic welding using high-order decomposition.
J. Intell. Manuf.
Yaser Zerehsaz, Chenhui Shao, Jionghua Jin
2014 C conf
Consensus control of a class of nonlinear systems with communication time delay.
ACC
Jie Sheng, Chenhui Shao, Zhengtao Ding, Haibo Ji