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Yutong Xia
Yutong Xia
Other names夏 宇彤
Institute of Data Science, National University of Singapore
Verified email at u.nus.edu - Homepage
Title
Cited by
Cited by
Year
AirFormer: Predicting Nationwide Air Quality in China with Transformers
Y Liang, Y Xia, S Ke, Y Wang, Q Wen, J Zhang, Y Zheng, R Zimmermann
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14329 …, 2022
402022
Diffstg: Probabilistic spatio-temporal graph forecasting with denoising diffusion models
H Wen, Y Lin, Y Xia, H Wan, R Zimmermann, Y Liang
ACM SIGSPATIAL 2023, 2023
272023
The impact of traffic on equality of urban healthcare service accessibility: A case study in Wuhan, China
Y Xia, H Chen, C Zuo, N Zhang
Sustainable Cities and Society 86, 104130, 2022
222022
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
Y Xia, Y Liang, H Wen, X Liu, K Wang, Z Zhou, R Zimmermann
Advances in Neural Information Processing Systems 36, 2023
162023
Largest: A benchmark dataset for large-scale traffic forecasting
X Liu, Y Xia, Y Liang, J Hu, Y Wang, L Bai, C Huang, Z Liu, B Hooi, ...
Advances in Neural Information Processing Systems 36, 2023
122023
A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions
Y Xia, H Chen, R Zimmermann
Travel behaviour and society 30, 118-134, 2023
52023
Lade: The first comprehensive last-mile delivery dataset from industry
L Wu, H Wen, H Hu, X Mao, Y Xia, E Shan, J Zhen, J Lou, Y Liang, L Yang, ...
arXiv preprint arXiv:2306.10675, 2023
32023
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
H Wu, H Wen, G Zhang, Y Xia, K Wang, Y Liang, Y Zheng, K Wang
arXiv preprint arXiv:2403.02914, 2024
12024
Spatio-Temporal Field Neural Networks for Air Quality Inference
Y Feng, Q Wang, Y Xia, J Huang, S Zhong, K Wang, S Cheng, Y Liang
arXiv preprint arXiv:2403.02354, 2024
2024
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification
Y Xia, R Yu, Y Liang, X Bresson, X Wang, R Zimmermann
arXiv preprint arXiv:2401.09953, 2024
2024
Joint prediction of travel mode choice and purpose from travel surveys: A multitask deep learning approach
H Bei, H Chen, L Li, X Gao, Y Xia, Y Sun
Travel Behaviour and Society 33, 100625, 2023
2023
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