Yingyan Zeng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Selective Sampling

Online Training

Learning Problems

Multi Armed Bandits

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Yingyan Zeng, Xiaoyu Chen, Ran Jin
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Yingyan Zeng, Xiaoyu Chen, Ran Jin
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing. CoRR (2023)
Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
ModelPred: A Framework for Predicting Trained Model from Training Data. SaTML (2023)
Yingyan Zeng, Prithivrajan Thiyagarajan, Brian M. Chan, Ran Jin
Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems. CASE (2023)
Xiaoyu Chen, Yingyan Zeng, Sungku Kang, Ran Jin
INN: An Interpretable Neural Network for AI Incubation in Manufacturing. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet. Big Data (2022)
Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. ICPS (2022)
Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
Learning to Refit for Convex Learning Problems. CoRR (2021)
Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. ICPS (2021)