Wanqian Yang

Publications by Year

Research Areas

Bayesian Modeling and Causal Inference, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI), Generative Adversarial Networks and Image Synthesis, Topic Modeling

Most-Cited Works

• → Discovery of hierarchical representations for efficient planning(2020)103 cited
• → Output-Constrained Bayesian Neural Networks(2019)10 cited
• → Incorporating Interpretable Output Constraints in Bayesian Neural Networks(2020)6 cited
• → Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers(2022)1 cited
• Making Decisions Under High Stakes: Trustworthy and Expressive Bayesian Deep Learning(2020)