Yi Wang

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Yi Wang, Zhenghong Wang, Fan Zhang, Chaogui Kang, Sijie Ruan, Di Zhu, Chengling Tang, Zhongfu Ma, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2025 J jnl
A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
CoRR
Yi Wang, Zhenghong Wang, Fan Zhang, Chengling Tang, Chaogui Kang, Di Zhu, Zhongfu Ma, Sijie Ruan, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2025 J jnl
Hierarchical Gating Network for Cross-Domain Sequential Recommendation.
ACM Trans. Inf. Syst.
Shuliang Wang, Jiabao Zhu, Yi Wang, Chen Ma, Xin Zhao, Yansen Zhang, Ziqiang Yuan, Sijie Ruan
2025 J jnl
Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources.
Neural Networks
Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, Yishan Zhang, Fan Zhang, Zhou Huang, Yu Liu
2025 J jnl
Pan-sharpening via Symmetric Multi-Scale Correction-Enhancement Transformers.
Neural Networks
Yong Li, Yi Wang, Shuai Shi, Jiaming Wang, Ruiyang Wang, Mengqian Lu, Fan Zhang
2024 J jnl
A Transformer-Based Multimodal Model for Urban-Rural Fringe Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Furong Jia, Quanhua Dong, Zhou Huang, Xiao-Jian Chen, Yi Wang, Xia Peng, Yuan Guo, Ruixian Ma, Fan Zhang, Yu Liu
2024 J jnl
A deep multi-scale neural networks for crime hotspot mapping prediction.
Comput. Environ. Urban Syst.
Changfeng Jing, Xinxin Lv, Yi Wang, Mengjiao Qin, Shiyuan Jin, Sensen Wu, Gaoran Xu
2024 J jnl
A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation.
Inf. Fusion
Yi Wang, Di Zhu
2024 J jnl
A lightweight multi-layer perceptron for efficient multivariate time series forecasting.
Knowl. Based Syst.
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu
2024 J jnl
Spatiotemporal Fusion Transformer for large-scale traffic forecasting.
Inf. Fusion
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
2024 J jnl
TTSR: A Transformer-Based Topography Neural Network for Digital Elevation Model Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Yi Wang, Shichao Jin, Zekun Yang, Hongcan Guan, Yu Ren, Kai Cheng, Xiaoqian Zhao, Xiaoqiang Liu, Mengxi Chen, Yu Liu, Qinghua Guo
2023 J jnl
Adaptive Spatiotemporal InceptionNet for Traffic Flow Forecasting.
IEEE Trans. Intell. Transp. Syst.
Yi Wang, Changfeng Jing, Wei Huang, Shiyuan Jin, Xinxin Lv
2023 J jnl
Advances in spatiotemporal graph neural network prediction research.
Int. J. Digit. Earth
Yi Wang
2022 J jnl
Attention based spatiotemporal graph attention networks for traffic flow forecasting.
Inf. Sci.
Yi Wang, Changfeng Jing, Shishuo Xu, Tao Guo
2022 — conf
SHGCN: a hypergraph-based deep learning model for spatiotemporal traffic flow prediction.
GeoAI@SIGSPATIAL
Yi Wang, Di Zhu
2022 J jnl
Spatiotemporal Graph Convolutional Network for Multi-Scale Traffic Forecasting.
ISPRS Int. J. Geo Inf.
Yi Wang, Changfeng Jing