Yingyan Zeng

According to our database, Yingyan Zeng authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.

Yingyan Zeng, Xiaoyu Chen, Ran Jin

ACM Trans. Intell. Syst. Technol., February, 2024

2023

ModelPred: A Framework for Predicting Trained Model from Training Data.

Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia

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.

Yingyan Zeng, Prithivrajan Thiyagarajan, Brian M. Chan, Ran Jin

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

INN: An Interpretable Neural Network for AI Incubation in Manufacturing.

Xiaoyu Chen, Yingyan Zeng, Sungku Kang, Ran Jin

ACM Trans. Intell. Syst. Technol., 2022

Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.

Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.

Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Learning to Refit for Convex Learning Problems.

Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia

CoRR, 2021

Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.

Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021