Ziyi Huang

Assistant Professor, Biomedical Engineering, Arizona State University

Joined

February 2020

Names

Ziyi Huang (Preferred)

Emails

****@columbia.edu (Confirmed)

****@nokia-bell-labs.com (Confirmed)

****@asu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Biomedical Engineering, Arizona State University (asu.edu)

2025 – Present

Researcher

Electrical Engineering, Columbia University (columbia.edu)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Christine Hendon

2013 – 2050

Expertise

deep learning

2018 – 2023

computer assisted diagnosis

2018 – 2023

Publications

Not All Answers Are Contextually Persuadable: Inference Dynamics in Large Language Models under Contextual Influence
Zongye Hu, Weiqing Luo, Yanjie Fu, Yu Gan, Haofeng Zhang, Ziyi Huang
- ICML 2026 regular
- Readers: Everyone
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis
Xueshen Li, Xinlong Hou, Ziyi Huang, Yu Gan
- CoRR 2025
- Readers: Everyone
Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits
Ziyi Huang, Henry Lam, Haofeng Zhang
- CoRR 2024
- Readers: Everyone
Enhancing Screen Time Identification in Children with a Multi-View Vision Language Model and Screen Time Tracker
Xinlong Hou, Sen Shen, Xueshen Li, Xinran Gao, Ziyi Huang, Steven Holiday, Matthew Cribbet, Susan W. White, Edward Sazonov, Yu Gan
- CoRR 2024
- Readers: Everyone
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model
Xueshen Li, Xinlong Hou, Nirupama Ravi, Ziyi Huang, Yu Gan
- CoRR 2024
- Readers: Everyone
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
- IEEE J. Biomed. Health Informatics 2023
- Readers: Everyone
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew F. Laine, Elsa Angelini, Christine Hendon
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
- NeurIPS 2023 poster
- Readers: Everyone
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks
Ziyi Huang, Henry Lam, Haofeng Zhang
- NeurIPS 2023 poster
- Readers: Everyone
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
- NeurIPS 2023
- Readers: Everyone

View all 23 publications

Co-Authors

View all 28 co-authors