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Yutong Xia
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 11
Top Topics
Air Quality
Spatio Temporal
Environmental Sciences
Graph Classification
Top Venues
CoRR
NeurIPS
SIGSPATIAL/GIS
Comput. Methods Programs Biomed.
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Publications
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Yutong Xia
,
Runpeng Yu
,
Yuxuan Liang
,
Xavier Bresson
,
Xinchao Wang
,
Roger Zimmermann
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification.
CoRR
(2024)
Yutong Xia
,
Yuxuan Liang
,
Haomin Wen
,
Xu Liu
,
Kun Wang
,
Zhengyang Zhou
,
Roger Zimmermann
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.
NeurIPS
(2023)
Haomin Wen
,
Youfang Lin
,
Yutong Xia
,
Huaiyu Wan
,
Qingsong Wen
,
Roger Zimmermann
,
Yuxuan Liang
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models.
SIGSPATIAL/GIS
(2023)
Yutong Xia
,
Yuxuan Liang
,
Haomin Wen
,
Xu Liu
,
Kun Wang
,
Zhengyang Zhou
,
Roger Zimmermann
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.
CoRR
(2023)
Xu Liu
,
Yutong Xia
,
Yuxuan Liang
,
Junfeng Hu
,
Yiwei Wang
,
Lei Bai
,
Chao Huang
,
Zhenguang Liu
,
Bryan Hooi
,
Roger Zimmermann
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
CoRR
(2023)
Lixia Wu
,
Haomin Wen
,
Haoyuan Hu
,
Xiaowei Mao
,
Yutong Xia
,
Ergang Shan
,
Jianbin Zheng
,
Junhong Lou
,
Yuxuan Liang
,
Liuqing Yang
,
Roger Zimmermann
,
Youfang Lin
,
Huaiyu Wan
LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry.
CoRR
(2023)
Haomin Wen
,
Youfang Lin
,
Yutong Xia
,
Huaiyu Wan
,
Roger Zimmermann
,
Yuxuan Liang
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models.
CoRR
(2023)
Yuxuan Liang
,
Yutong Xia
,
Songyu Ke
,
Yiwei Wang
,
Qingsong Wen
,
Junbo Zhang
,
Yu Zheng
,
Roger Zimmermann
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
AAAI
(2023)
Xu Liu
,
Yutong Xia
,
Yuxuan Liang
,
Junfeng Hu
,
Yiwei Wang
,
Lei Bai
,
Chao Huang
,
Zhenguang Liu
,
Bryan Hooi
,
Roger Zimmermann
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
NeurIPS
(2023)
Yuxuan Liang
,
Yutong Xia
,
Songyu Ke
,
Yiwei Wang
,
Qingsong Wen
,
Junbo Zhang
,
Yu Zheng
,
Roger Zimmermann
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
CoRR
(2022)
Yutong Xia
,
Wendong Zhang
,
Hai Hu
,
Lianqi Yan
,
Shi Zhan
,
Jingcheng Wang
Biomechanical study of two alternative methods for the treatment of vertical femoral neck fractures - A finite element analysis.
Comput. Methods Programs Biomed.
211 (2021)