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Yutong Xia
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 16
Top Topics
Finite Element
Spatio Temporal
Air Quality
Wide Angle
Top Venues
CoRR
NeurIPS
KDD
SIGSPATIAL/GIS
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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)
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 Express Dataset from Industry.
KDD
(2024)
Hao Wu
,
Haomin Wen
,
Guibin Zhang
,
Yutong Xia
,
Kai Wang
,
Yuxuan Liang
,
Yu Zheng
,
Kun Wang
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting.
CoRR
(2024)
Yutong Feng
,
Qiongyan Wang
,
Yutong Xia
,
Junlin Huang
,
Siru Zhong
,
Kun Wang
,
Shifen Cheng
,
Yuxuan Liang
Spatio-Temporal Field Neural Networks for Air Quality Inference.
CoRR
(2024)
Xudong Jian
,
Yutong Xia
,
Gregory Duthé
,
Kiran Bacsa
,
Wei Liu
,
Eleni N. Chatzi
Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures.
CoRR
(2024)
Huaiwu Zhang
,
Yutong Xia
,
Siru Zhong
,
Kun Wang
,
Zekun Tong
,
Qingsong Wen
,
Roger Zimmermann
,
Yuxuan Liang
Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach.
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)