Concepedia

Yao Xuan

YX

5

Publications

1.2K

Citations

5

H-Index

2019

Active since

Affiliations

University of California, Santa Barbara(Current)

University of Vienna

Stanford University

University of Georgia

Yao Xuan is an author at University of California, Santa Barbara specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningForecastingDeep LearningSignal ProcessingComputer EngineeringPredictive AnalyticsComputational Geometry

Publications per year

2019–2023

5

Publications

5

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Shiyang Li, Xiaoyong Jin, Yao Xuan et al. · arXiv (Cornell University) · 2019 · 1K citations · Full text

Structured Prediction, Forecasting Methodology, Engineering +16

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Shiyang Li, Xiaoyong Jin, Yao Xuan et al. · arXiv (Cornell University) · 2019 · 124 citations · Full text

Structured Prediction, Forecasting Methodology, Recurrent Neural Network +15

Towards general-purpose representation learning of polygonal geometries

Gengchen Mai, Chiyu Jiang, Weiwei Sun et al. · GeoInformatica · 2022 · 39 citations

Geometric Modeling, Engineering, Geometry +9

Sphere2Vec: A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions

Gengchen Mai, Yao Xuan, Wenyun Zuo et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 34 citations

Geometric Learning, Cartography, Location Information +15

Machine learning and polymer self-consistent field theory in two spatial dimensions

Yao Xuan, Kris T. Delaney, Héctor D. Ceniceros et al. · The Journal of Chemical Physics · 2023 · 10 citations

Rows per page

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