Siyu Wang

An REAE-LTransformer model for lithium-ion battery RUL prediction based on IFVIM

Xiaoqiang Zhao, siyu wang, Guangbo Yu, Yongyong Hui, zongyu wang

Motion-Conditioned Multi-View Fusion for Myocardial Infarction Localization from Echocardiography

Guang Yang, Wentian Xu, Siyu Wang, Betty Raman, Lei Li, Vicente Grau

Myocardial infarction (MI) remains a leading cause of mortality worldwide. Echocardiography (Echo) is a widely available modality for MI assessment, where regional wall motion abnormality is a key indicator. Prior learning based methods for myocardial motion analysis often use ha…Read more

Constraint-Aware Hierarchical Search for Regulation-Driven Fine-Grained Classification

Siyu Wang, Wei Tan, Lulu Chen

Tasks such as customs tariff classification, export control categorization, and standards-based equipment coding require assigning an input instance to a fine-grained class under an explicit regulatory hierarchy. Unlike standard text classification, the correct label in these tas…Read more