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