Kai Ye

PhD student, ECE, University of Pittsburgh

Joined

June 2024

Names

Kai Ye (Preferred)

Emails

****@pitt.edu (Confirmed)

****@gmail.com (Confirmed)

****@pitt.edu (Confirmed)

****@cumc.columbia.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

ECE, University of Pittsburgh (pitt.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Liang Zhan

Present

Expertise

Trustworthy ML

2023 – 2025

Publications

Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging
Siyuan Dai, Kai Ye, Guodong Liu, Haoteng Tang, Liang Zhan
- CoRR 2025
- Readers: Everyone
BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis
Kai Ye, Haoteng Tang, Siyuan Dai, Igor Fortel, Paul M. Thompson, Scott Mackin, Alex D. Leow, Heng Huang, Liang Zhan
- Neural Networks 2025
- Readers: Everyone
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex D. Leow, Paul Thompson, Heng Huang, Liang Zhan
- CoRR 2024
- Readers: Everyone
Uncertainty Regularized Evidential Regression
Kai Ye, Tiejin Chen, Hua Wei, Liang Zhan
- CoRR 2024
- Readers: Everyone
Constrained Multiview Representation for Self-supervised Contrastive Learning
Siyuan Dai, Kai Ye, Kun Zhao, Ge Cui, Haoteng Tang, Liang Zhan
- CoRR 2024
- Readers: Everyone
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
- MICCAI (2) 2024
- Readers: Everyone
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data
Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- MICCAI (3) 2023
- Readers: Everyone

Kai Ye

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging

BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation

Uncertainty Regularized Evidential Regression

Constrained Multiview Representation for Self-supervised Contrastive Learning

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation

Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data

Co-Authors