Safety Analysis of Automotive Control Systems Using Multi-Modal Port-Hamiltonian Systems. - Siyuan Dai; Xenofon D. Koutsoukos (HSCC, 2016)

Safety analysis of integrated adaptive cruise control and lane keeping control using discrete-time models of port-Hamiltonian systems. - Siyuan Dai; Xenofon D. Koutsoukos (ACC, 2017)

Control Parameter Optimization for Autonomous Vehicle Software Using Virtual Prototyping. - Siyuan Dai; Joseph Hite; Takato Masuda; Yusuke Kashiba; Nikos Aréchiga; Shinichi Shiraishi; Scott Eisele; Jason Scott; Ted Bapty (ISSRE Workshops, 2017)

Testing Autonomous Vehicle Software in the Virtual Prototyping Environment. - BaekGyu Kim; Yusuke Kashiba; Siyuan Dai; Shinichi Shiraishi (IEEE Embed. Syst. Lett., 2017)

A model-based design approach for simulation and virtual prototyping of automotive control systems using port-Hamiltonian systems. - Siyuan Dai; Zhenkai Zhang 002; Xenofon D. Koutsoukos (Softw. Syst. Model., 2019)

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)

Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. - Kai Ye 002; Haoteng Tang; Siyuan Dai; Lei Guo 028; Johnny Yuehan Liu; Yalin Wang 001; Alex D. Leow; Paul M. Thompson; Heng Huang; Liang Zhan (MICCAI (3), 2023)

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)

Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation. - Haoteng Tang; Guodong Liu; Siyuan Dai; Kai Ye 002; Kun Zhao 007; Wenlu Wang; Carl Yang 001; Lifang He 001; Alex D. Leow; Paul M. Thompson; Heng Huang; Liang Zhan (MICCAI (2), 2024)

Constrained Multiview Representation for Self-supervised Contrastive Learning. - Siyuan Dai; Kai Ye 002; Kun Zhao 007; Ge Cui; Haoteng Tang; Liang Zhan (CoRR, 2024)

A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis. - Feiyu Yin; Yu Lei; Siyuan Dai; Wenwen Zeng; Guoqing Wu 003; Liang Zhan; Jinhua Yu (CoRR, 2024)

BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis. - Kai Ye 002; Haoteng Tang; Siyuan Dai; Igor Fortel; Paul M. Thompson; Scott Mackin; Alex D. Leow; Heng Huang; Liang Zhan (Neural Networks, 2025)

Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging. - Siyuan Dai; Kai Ye 002; Guodong Liu; Haoteng Tang; Liang Zhan (CoRR, 2025)

DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation. - Kun Zhao 007; Bohao Yang; Chen Tang; Siyuan Dai; Haoteng Tang; Chenghua Lin; Liang Zhan (CoRR, 2025)