Yutong Xia

33 papers A* 8Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A note on additive complements of the squares.
Discret. Math.
Yuchen Ding, Yu-Chen Sun, Li-Yuan Wang, Yutong Xia
2025 A* conf
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks.
AAAI
Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang
2025 J jnl
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks.
CoRR
Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang
2025 J jnl
CaPulse: Detecting Anomalies by Tuning in to the Causal Rhythms of Time Series.
CoRR
Yutong Xia, Yingying Zhang, Yuxuan Liang, Lunting Fan, Qingsong Wen, Roger Zimmermann
2025 J jnl
Causal Time Series Generation via Diffusion Models.
CoRR
Yutong Xia, Chang Xu, Yuxuan Liang, Qingsong Wen, Roger Zimmermann, Jiang Bian
2025 — conf
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting.
KDD (1)
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Yuxuan Liang, Yu Zheng, Qingsong Wen, Kun Wang
2025 J jnl
Enhancing Privacy-Preserved Iris Recognition in Consumer Electronics: A Soft Actor-Critic and GAN-Based Digital Forensic Framework With Bayesian Hyperparameter Optimization.
IEEE Trans. Consumer Electron.
Jing Yang, Yutong Xia, Muhammad Attique Khan, Sudhir Anakal, Lip Yee Por, Jamel Baili, Shanjun Wu, Qianjie Yang
2025 J jnl
FlowNet: Modeling Dynamic Spatio-Temporal Systems via Flow Propagation.
CoRR
Yutong Feng, Xu Liu, Yutong Xia, Yuxuan Liang
2025 — conf
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.
KDD (2)
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
2025 J jnl
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.
CoRR
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
2025 J jnl
Reimagining Urban Science: Scaling Causal Inference with Large Language Models.
CoRR
Yutong Xia, Ao Qu, Yunhan Zheng, Yihong Tang, Dingyi Zhuang, Yuxuan Liang, Cathy Wu, Roger Zimmermann, Jinhua Zhao
2025 J jnl
RoBCtrl: Attacking GNN-Based Social Bot Detectors via Reinforced Manipulation of Bots Control Interaction.
CoRR
Yingguang Yang, Xianghua Zeng, Qi Wu, Hao Peng, Yutong Xia, Hao Liu, Bin Chong, Philip S. Yu
2025 A* conf
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications.
AAAI
Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann
2024 — conf
Automatic Fracture Image Recognition Based on an Improved Multi-Stream Residual Convolutional Neural Network.
BIBM
Yutong Xia, Dawei Qiu, Cheng Zhang, Liang Jiang, Jing Liu
2024 J jnl
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting.
CoRR
Hao Wu, Haomin Wen, Guibin Zhang, Yutong Xia, Kai Wang, Yuxuan Liang, Yu Zheng, Kun Wang
2024 J jnl
Evolutionary Greedy Algorithm for Optimal Sensor Placement Problem in Urban Sewage Surveillance.
CoRR
Sunyu Wang, Yutong Xia, Huanfa Chen, Xinyi Tong, Yulun Zhou
2024 A* conf
LaDe: The First Comprehensive Last-mile Express Dataset from Industry.
KDD
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
2024 A* conf
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach.
IJCAI
Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024 J jnl
Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach.
CoRR
Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024 A* conf
Spatio-Temporal Field Neural Networks for Air Quality Inference.
IJCAI
Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Yuxuan Liang
2024 J jnl
Spatio-Temporal Field Neural Networks for Air Quality Inference.
CoRR
Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Kun Wang, Shifen Cheng, Yuxuan Liang
2024 J jnl
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification.
CoRR
Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann
2024 J jnl
Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures.
CoRR
Xudong Jian, Yutong Xia, Gregory Duthé, Kiran Bacsa, Wei Liu, Eleni N. Chatzi
2023 A* conf
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
AAAI
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2023 A* conf
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.
NeurIPS
Yutong Xia, Yuxuan Liang, Haomin Wen, Xu Liu, Kun Wang, Zhengyang Zhou, Roger Zimmermann
2023 J jnl
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment.
CoRR
Yutong Xia, Yuxuan Liang, Haomin Wen, Xu Liu, Kun Wang, Zhengyang Zhou, Roger Zimmermann
2023 — conf
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models.
SIGSPATIAL/GIS
Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2023 J jnl
DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models.
CoRR
Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Roger Zimmermann, Yuxuan Liang
2023 J jnl
LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry.
CoRR
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
2023 A* conf
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
NeurIPS
Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2023 J jnl
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting.
CoRR
Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2022 J jnl
AirFormer: Predicting Nationwide Air Quality in China with Transformers.
CoRR
Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2021 J jnl
Biomechanical study of two alternative methods for the treatment of vertical femoral neck fractures - A finite element analysis.
Comput. Methods Programs Biomed.
Yutong Xia, Wendong Zhang, Hai Hu, Lianqi Yan, Shi Zhan, Jingcheng Wang