Wanqian Yang

According to our database, Wanqian Yang authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

A Novel Clustering-Guided Framework for Rotating Machinery Fault Diagnosis With Extremely Limited Labeled Data.

Tongda Sun, Yining Dong, Wanqian Yang, Gang Yu

IEEE Trans. Ind. Informatics, September, 2025

2022

Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers.

Wanqian Yang, Polina Kirichenko, Micah Goldblum, Andrew Gordon Wilson

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Fault Diagnosis Methods Based on Machine Learning and its Applications for Wind Turbines: A Review.

Tongda Sun, Gang Yu, Mang Gao, Lulu Zhao, Chen Bai, Wanqian Yang

IEEE Access, 2021

2020

Discovery of hierarchical representations for efficient planning.

Momchil S. Tomov, Samyukta Yagati, Agni Kumar, Wanqian Yang, Samuel J. Gershman

PLoS Comput. Biol., 2020

Incorporating Interpretable Output Constraints in Bayesian Neural Networks.

Wanqian Yang, Lars Lorch, Moritz A. Graule, Himabindu Lakkaraju, Finale Doshi-Velez

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Output-Constrained Bayesian Neural Networks.

Wanqian Yang, Lars Lorch, Moritz A. Graule, Srivatsan Srinivasan, Anirudh Suresh, Jiayu Yao, Melanie F. Pradier, Finale Doshi-Velez

CoRR, 2019