Concepedia

Yutong Xia

YX

7

Publications

332

Citations

7

H-Index

2022

Active since

Affiliations

National University of Singapore(Current)

University College London

School of Advanced Study

Alibaba Group (China)

Yutong Xia is an author at National University of Singapore specializing in predictive analytics, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPredictive AnalyticsForecastingComputer ScienceStatisticsDeep LearningGraph TheoryNetwork Science

Publications per year

2022–2023

7

Publications

7

AirFormer: Predicting Nationwide Air Quality in China with Transformers

Yuxuan Liang, Yutong Xia, Songyu Ke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 122 citations · Full text

Forecasting Methodology, Environmental Monitoring, Machine Learning +20

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Haomin Wen, Youfang Lin, Yutong Xia et al. · 2023 · 79 citations · Full text

Engineering, Machine Learning, Network Analysis +22

The impact of traffic on equality of urban healthcare service accessibility: A case study in Wuhan, China

Yutong Xia, Huanfa Chen, Chengchao Zuo et al. · Sustainable Cities and Society · 2022 · 45 citations

Public Transport, Public Policy, Health Policy +7

A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions

Yutong Xia, Huanfa Chen, Roger Zimmermann · Travel Behaviour and Society · 2022 · 31 citations · Full text

LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting

Xu Liu, Yutong Xia, Yuxuan Liang et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Data Augmentation, Internet Traffic Analysis, Engineering +14

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