Hao Yan

Associate Professor, SCAI, Arizona State University

Joined

July 2019

Names

Hao Yan

Emails

****@asu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Associate Professor

SCAI, Arizona State University (asu.edu)

2024 – Present

Assistant Professor

SCAI, Arizona State University (asu.edu)

2017 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Jianjun Shi

2011 – 2017

Expertise

Diffusion and Flow Models

2023 – Present

Bayesian Learning

2019 – Present

Anomaly detection

2017 – Present

Publications

Partially observable Markov decision process framework for operating condition optimization using real-time degradation signals
Boyang Xu, Yunyi Kang, Xinyu Zhao, Hao Yan, Feng Ju
- Journal of Quality Technology
- Readers: Everyone
Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration
Naichen Shi, Hao Yan, Shenghan Guo, Raed Al Kontar
- IEEE Transactions on Automation Science and Engineering
- Readers: Everyone
Oral-Anatomical Knowledge-Informed Semi-Supervised Learning for 3D Dental CBCT Segmentation and Lesion Detection
Yeonju Lee, Min Gu Kwak, Rui Qi Chen, Hao Yan, Muralidhar Mupparapu, Fleming Lure, Frank C. Setzer, Jing Li
- IEEE Transactions on Automation Science and Engineering
- Readers: Everyone
Image-based novel fault detection with deep learning classifiers using hierarchical labels
Nurettin Dorukhan Sergin, Jiayu Huang, Tzyy-Shuh Chang, Hao Yan
- IISE Transactions
- Readers: Everyone
Thompson Sampling-Based Partially Observable Online Change Detection for Exponential Families
Jie Guo, Hao Yan, Chen Zhang
- INFORMS Journal on Data Science
- Readers: Everyone
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data
Michael Biehler, Hao Yan, Jianjun Shi
- IEEE Transactions on Automation Science and Engineering
- Readers: Everyone
Convolutional Neural Network-Assisted Adaptive Sampling for Sparse Feature Detection in Image and Video Data
Geet Lahoti, Chitta Ranjan, Jialei Chen, Hao Yan, Chuck Zhang
- IEEE Intelligent Systems
- Readers: Everyone
A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling
Jie Guo, Hao Yan, Chen Zhang
- Technometrics
- Readers: Everyone
Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints
Jiayu Huang, Yutian Pang, Yongming Liu, Hao Yan
- Knowledge-Based Systems
- Readers: Everyone
Adaptive resources allocation CUSUM for binomial count data monitoring with application to COVID-19 hotspot detection
Jiuyun Hu, Yajun Mei, Sarah Holte, Hao Yan
- Journal of Applied Statistics
- Readers: Everyone

View all 16 publications

Co-Authors

View all 37 co-authors