Yingyan Zeng

16 papers A* 1B 1Misc 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Hierarchical Dataset Selection for High-Quality Data Sharing.
AAAI
Xiaona Zhou, Yingyan Zeng, Ran Jin, Ismini Lourentzou
2025 — conf
Contrastive Ensemble Active Learning for Data Quality Improvements for Resilient Manufacturing AI Model Prediction.
ICDM (Workshops)
Xuancheng Jin, Yingyan Zeng, Hui Liu, Ran Jin
2025 — conf
DCAF: Dynamic Cross-Attention Feature Fusion from Robotic Anomaly Detection to Position Accuracy Modeling.
CASE
Hui Liu, Guixiu Qiao, Pavel Piliptchak, James Moore, Daniela Sawyer, Yingyan Zeng, Ran Jin
2025 Misc conf
FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet.
CSR
Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
2025 J jnl
FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet.
CoRR
Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
2025 J jnl
Hierarchical Dataset Selection for High-Quality Data Sharing.
CoRR
Xiaona Zhou, Yingyan Zeng, Ran Jin, Ismini Lourentzou
2025 J jnl
High-Quality Dataset-Sharing and Trade Based on a Performance-Oriented Directed Graph Neural Network.
IEEE Trans Autom. Sci. Eng.
Yingyan Zeng, Xiaona Zhou, Premith Kumar Chilukuri, Ismini Lourentzou, Ran Jin
2024 J jnl
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
Yingyan Zeng, Xiaoyu Chen, Ran Jin
2023 J jnl
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
CoRR
Yingyan Zeng, Xiaoyu Chen, Ran Jin
2023 — conf
ModelPred: A Framework for Predicting Trained Model from Training Data.
SaTML
Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
2023 — conf
Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems.
CASE
Yingyan Zeng, Prithivrajan Thiyagarajan, Brian M. Chan, Ran Jin
2022 — conf
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.
ICPS
Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
2022 J jnl
INN: An Interpretable Neural Network for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
Xiaoyu Chen, Yingyan Zeng, Sungku Kang, Ran Jin
2022 B conf
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.
IEEE Big Data
Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou
2021 — conf
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
ICPS
Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
2021 J jnl
Learning to Refit for Convex Learning Problems.
CoRR
Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia