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Author

Yuansan Liu

Observed name: Liu, Yuansan
Observed institution: The University of Melbourne
ORCID: 0000-0003-3990-662X
Observed ORCID: 0000-0003-3990-662X
OpenAlex ID: A5059465979
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation
2024 · Yuansan Liu, Sudanthi Wijewickrema, et al. · Society for Industrial and Applied Mathematics eBooks · 15
Time Series Representation Learning with Supervised Contrastive Temporal Transformer
2024 · Yuansan Liu, Sudanthi Wijewickrema, et al. · International Joint Conference on Neural Networks (IJCNN) · 6
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Time-Transformer: Integrating Local and Global Features for Better Time Series Generation (Extended Version)
2023 · Liu, Yuansan, Wijewickrema, Sudanthi, et al. · arXiv (Cornell University) · 5
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Pandemic model with data-driven phase detection, a study using COVID-19 data
2021 · Yuansan Liu, Saransh Srivastava, et al. · Journal of the Operational Research Society · 5
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Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting
2025 · Yuansan Liu, Sudanthi Wijewickrema, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 4
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De Novo Molecular Generation with Stacked Adversarial Model
2022 · Yuansan Liu, James Bailey · Lecture notes in computer science · 4
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Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series Forecasting
2024 · Liu, Yuansan, Wijewickrema, Sudanthi, et al. · arXiv (Cornell University) · 3
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Bidirectional adversarial autoencoders for high precision metasurface design
2025 · Yuansan Liu, Jeygopi Panisilvam, et al. · APL Machine Learning · 2
Artificial Intelligence Assurance in Head and Neck Surgery: Now and Next
2025 · Yuansan Liu, Sudanthi Wijewickrema, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 1
Robust online drop detection for cochlear implant surgery
2025 · Yuansan Liu, Sudanthi Wijewickrema, et al. · International Journal of Data Science and Analytics · 1
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Local Intrinsic Dimensionality of Ground Motion for Early Detection of Catastrophic Slope Failure
2026 · Yuansan Liu, James Bailey, et al. · Lecture notes in computer science
Beneath the Scores: Rethinking Hallucination Evaluation for Video Understanding Models
2026 · Gong, Shuzhi, Sun, Fengze, et al. · arXiv (Cornell University)
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Local Intrinsic Dimensionality of Ground Motion Data for Early Detection of Catastrophic Slope Failure
2026 · Liu, Yuansan, Bailey, James, et al. · arXiv (Cornell University)
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Modeling Human Sequential Decision-Making in the Tower of London: Incorporating Individual Differences and Timing-Based Replanning Inference
2025 · Cognitive Science Society 2025, Burke, Michael, et al. · eScholarship (California Digital Library)
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Probabilistic and Neural Modelling for Time Series Analysis
2024 · Liu, Yuansan · Minerva Access (University of Melbourne)
Inverse Design of Metasurfaces using BiAAE
2024 · Liu, Yuansan · TIB Data Manager
Works count: 17
Citation count: 46
H-index: 4
I10-index: 1
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