2025
FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet.
CoRR, March, 2025

High-Quality Dataset-Sharing and Trade Based on a Performance-Oriented Directed Graph Neural Network.
IEEE Trans Autom. Sci. Eng., 2025

2024
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol., February, 2024

2023
ModelPred: A Framework for Predicting Trained Model from Training Data.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
INN: An Interpretable Neural Network for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol., 2022

Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Learning to Refit for Convex Learning Problems.
CoRR, 2021

Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021