Siyuan Dai - RankMe

23 papers B 1C 1Journal 14Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Aligning Findings with Diagnosis: A Self-Consistent Reinforcement Learning Framework for Trustworthy Radiology Reporting. CoRR Kun Zhao, Siyuan Dai, Pan Wang, Jifeng Song, Hui Ji, Chenghua Lin, Liang Zhan, Haoteng Tang
2026	J	`jnl`	Deep Models, Shallow Alignment: Uncovering the Granularity Mismatch in Neural Decoding. CoRR Yang Du, Siyuan Dai, Yonghao Song, Paul M. Thompson, Haoteng Tang, Liang Zhan
2025	J	`jnl`	BPEN: Brain Posterior Evidential Network for trustworthy brain imaging analysis. Neural Networks Kai Ye, Haoteng Tang, Siyuan Dai, Igor Fortel, Paul M. Thompson, Scott Mackin, Alex D. Leow, Heng Huang, Liang Zhan
2025	J	`jnl`	DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation. CoRR Kun Zhao, Bohao Yang, Chen Tang, Siyuan Dai, Haoteng Tang, Chenghua Lin, Liang Zhan
2025	J	`jnl`	Hybrid CNN-LGBM Model for Planetary Boundary Layer Height Estimation Combined With Temporal-Height-Spatial Features. IEEE Trans. Geosci. Remote. Sens. Di Zhao, Gangyi Tu, Shuguang Shan, Siyuan Dai, Xuefen Zhu, Yue Ma
2025	J	`jnl`	R-GenIMA: Integrating Neuroimaging and Genetics with Interpretable Multimodal AI for Alzheimer's Disease Progression. CoRR Kun Zhao, Siyuan Dai, Yingying Zhang, Guodong Liu, Pengfei Gu, Chenghua Lin, Paul M. Thompson, Alex D. Leow, Heng Huang, Lifang He, Liang Zhan, Haoteng Tang
2025	—	`conf`	Selective Channel-Quality-Guided EEG Denoising for Brain Disorder Prediction. ICDM (Workshops) Yang Du, Siyuan Dai, Marcus Zhan, Guodong Liu, Paul M. Thompson, Heng Huang, Haoteng Tang
2025	—	`conf`	Why Text Prevails: Vision May Undermine Multimodal Medical Decision Making. ICDM (Workshops) Siyuan Dai, Lunxiao Li, Kun Zhao, Eardi Lila, Paul K. Crane, Heng Huang, Dongkuan Xu, Haoteng Tang, Liang Zhan
2025	J	`jnl`	Why Text Prevails: Vision May Undermine Multimodal Medical Decision Making. CoRR Siyuan Dai, Lunxiao Li, Kun Zhao, Eardi Lila, Paul K. Crane, Heng Huang, Dongkuan Xu, Haoteng Tang, Liang Zhan
2025	J	`jnl`	Zeus: Zero-shot LLM Instruction for Union Segmentation in Multimodal Medical Imaging. CoRR Siyuan Dai, Kai Ye, Guodong Liu, Haoteng Tang, Liang Zhan
2025	J	`jnl`	Zeus: zero-shot LLM instruction for union segmentation in multimodal medical imaging. Int. J. Mach. Learn. Cybern. Siyuan Dai, Kai Ye, Guodong Liu, Haoteng Tang, Liang Zhan
2024	J	`jnl`	A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis. CoRR Feiyu Yin, Yu Lei, Siyuan Dai, Wenwen Zeng, Guoqing Wu, Liang Zhan, Jinhua Yu
2024	J	`jnl`	Constrained Multiview Representation for Self-supervised Contrastive Learning. CoRR Siyuan Dai, Kai Ye, Kun Zhao, Ge Cui, Haoteng Tang, Liang Zhan
2024	—	`conf`	Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation. MICCAI (2) 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
2024	J	`jnl`	Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation. CoRR 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
2023	—	`conf`	Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. MICCAI (3) Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
2023	—	`conf`	Cross-Task Physical Adversarial Attack Against Lane Detection System Based on LED Illumination Modulation. PRCV (3) Junbin Fang, Zewei Yang, Siyuan Dai, You Jiang, Canjian Jiang, Zoe Lin Jiang, Chuanyi Liu, Siu-Ming Yiu
2022	B	`conf`	MLIA: modulated LED illumination-based adversarial attack on traffic sign recognition system for autonomous vehicle. TrustCom Yixuan Shen, Yu Cheng, Yini Lin, Sicheng Long, Canjian Jiang, Danjie Li, Siyuan Dai, You Jiang, Junbin Fang, Zoe Lin Jiang, Siu-Ming Yiu
2019	J	`jnl`	A model-based design approach for simulation and virtual prototyping of automotive control systems using port-Hamiltonian systems. Softw. Syst. Model. Siyuan Dai, Zhenkai Zhang, Xenofon D. Koutsoukos
2017	—	`conf`	Control Parameter Optimization for Autonomous Vehicle Software Using Virtual Prototyping. ISSRE Workshops Siyuan Dai, Joseph Hite, Takato Masuda, Yusuke Kashiba, Nikos Aréchiga, Shinichi Shiraishi, Scott Eisele, Jason Scott, Ted Bapty
2017	C	`conf`	Safety analysis of integrated adaptive cruise control and lane keeping control using discrete-time models of port-Hamiltonian systems. ACC Siyuan Dai, Xenofon D. Koutsoukos
2017	J	`jnl`	Testing Autonomous Vehicle Software in the Virtual Prototyping Environment. IEEE Embed. Syst. Lett. BaekGyu Kim, Yusuke Kashiba, Siyuan Dai, Shinichi Shiraishi
2016	—	`conf`	Safety Analysis of Automotive Control Systems Using Multi-Modal Port-Hamiltonian Systems. HSCC Siyuan Dai, Xenofon D. Koutsoukos