Xinyu Huang

University of Sydney — Australia

Computer Science · Physical Sciences

16h-index1.6kcitations52works3.22yr avg
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Research Topics

Advanced Vision and Imaging(11), Video Surveillance and Tracking Methods(6), Biometric Identification and Security(6), Face recognition and analysis(6), Advanced Neural Network Applications(5)

Publications52 total

An integrated active–passive safety strategy for automobiles based on driver state recognition and injury risk prediction
Accident Analysis & Prevention·2025
A Survey of Domain Adaptation in Robotics Using Diffusion Models
Applied and Computational Engineering·2025Open Access
Split-LEO: efficient AI model training over LEO satellite networks
Science China Information Sciences·2025· 1 cited
A physically informed neural network approach for modeling wave transformation in vegetated waters
Engineering Applications of Artificial Intelligence·2025· 7 cited
MapGS: Generalizable Pretraining and Data Augmentation for Online Mapping via Novel View Synthesis
2025· 2 cited
SMART: Advancing Scalable Map Priors for Driving Topology Reasoning
2025· 1 cited
Real-time interface monitoring and active focusing for high-fidelity multi-material DLP 3D printing
Journal of Materials Processing Technology·2025· 4 cited
Author response for "Digital Light Processing 3D Printing high-fidelity and versatile hydrogel via in-situ phase separation"
2025
Review of the studies regarding the evolution of China's long-term care insurance framework
Highlights in Business Economics and Management·2025Open Access
SMART: Advancing Scalable Map Priors for Driving Topology Reasoning
arXiv (Cornell University)·2025Open Access
An Integrated Active-Passive Safety Strategy for Automobiles Based on Driver State Recognition and Injury Risk Prediction
SSRN Electronic Journal·2025Open Access
Digital light processing 3D printing of high-fidelity and versatile hydrogels <i>via in situ</i> phase separation
Journal of Materials Chemistry B·2025· 2 cited
Enhancing Online Road Network Perception and Reasoning with Standard Definition Maps
2024· 7 cited
Research on Combined Algorithm for Medium and Long-term Electricity Load Forecasting
2024
Enhancing Online Road Network Perception and Reasoning with Standard Definition Maps
arXiv (Cornell University)·2024Open Access
Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion
2024· 3 cited
Low-Complexity OTFS-Based Over-the-Air Computation Design for Time-Varying Channels
arXiv (Cornell University)·2024Open Access
Deep Sub-Image Sampling Based Defense Against Spatial-Domain Adversarial Steganography
2024· 1 cited
Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion
arXiv (Cornell University)·2024Open Access
Driver state recognition with physiological signals: Based on deep feature fusion and feature selection techniques
Biomedical Signal Processing and Control·2024· 18 cited
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Frequent Co-authors

Ruigang Yang(22), Alade Tokuta(8), Liu Ren(6), Qichuan Geng(5), Yuliang Guo(5), Hengyuan Zhang(5), David Paz(5), Henrik I. Christensen(5), Changpeng Ti(4), Jizhou Gao(4), Xinjing Cheng(3), Lin Hu(3), Yuliang Guo(3), Peng Wang(2), Dingfu Zhou(2), Mingpei Liang(2), Chung‐Hao Chen(2), Sifang Li(2), Yajie Zhao(2), Qingguo Xu(2)