Dr Yuansan Liu
Research Fellow, Probabilistic Neural Modelling
School of Mathematics and Statistics
10 Scholarly works
0 Projects
HIGHLIGHTS
2027
Book Chapter
Local Intrinsic Dimensionality of Ground Motion for Early Detection of Catastrophic Slope Failure
DOI: 10.1007/978-3-032-37682-4_142025
Journal article
Robust online drop detection for cochlear implant surgery
DOI: 10.1007/s41060-025-00716-z2025
Journal article
Bidirectional adversarial autoencoders for high precision metasurface design
DOI: 10.1063/5.02843382025
Conference Proceedings
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting
DOI: 10.1145/3711896.37371372025
Conference Proceedings
Artificial Intelligence Assurance in Head and Neck Surgery: Now and Next
DOI: 10.1109/CBMS65348.2025.001952024
Thesis / Dissertation
Probabilistic and Neural Modelling for Time Series Analysis
2024
Conference Proceedings
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation
DOI: 10.1137/1.9781611978032.37
RECENT SCHOLARLY WORKS
2024
Conference Proceedings
Time Series Representation Learning with Supervised Contrastive Temporal Transformer
DOI: 10.1109/IJCNN60899.2024.106505162023
Journal article
Pandemic model with data-driven phase detection, a study using COVID-19 data
DOI: 10.1080/01605682.2021.19826522022
Conference Proceedings
De Novo Molecular Generation with Stacked Adversarial Model
DOI: 10.1007/978-3-030-97546-3_12