Siyuan Dai

PhD student, University of Pittsburgh

Joined

June 2024

Names

Siyuan Dai (Preferred)

Emails

****@pitt.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Pittsburgh (pitt.edu)

2024 – 2027

MS student

University of Pittsburgh (pitt.edu)

2022 – 2024

Undergrad student

Anhui University (ahu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Liang Zhan

Present

Coauthor

Paul Thompson

Present

Expertise

MLLM

2025 – Present

MedAI

2022 – Present

Publications

DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation
Kun Zhao, Bohao Yang, Chen Tang, Siyuan Dai, Haoteng Tang, Chenghua Lin, Liang Zhan
- CoRR 2025
- Readers: Everyone
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
A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis
Feiyu Yin, Yu Lei, Siyuan Dai, Wenwen Zeng, Guoqing Wu, Liang Zhan, Jinhua Yu
- 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
Cross-Task Physical Adversarial Attack Against Lane Detection System Based on LED Illumination Modulation
Junbin Fang, Zewei Yang, Siyuan Dai, You Jiang, Canjian Jiang, Zoe Lin Jiang, Chuanyi Liu, Siu-Ming Yiu
- PRCV (3) 2023
- 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
MLIA: modulated LED illumination-based adversarial attack on traffic sign recognition system for autonomous vehicle
Yixuan Shen, Yu Cheng, Yini Lin, Sicheng Long, Canjian Jiang, Danjie Li, Siyuan Dai, You Jiang, Junbin Fang, Zoe Lin Jiang, Siu-Ming Yiu
- TrustCom 2022
- Readers: Everyone

Co-Authors

View all 38 co-authors