杨文涛｜华中科技大学｜学者主页

2025

Overcoming cloud obstruction: Fast forest-damage assessment in post-tropical cyclone optical remote sensing

Tianchu Wang, Wentao Yang, Ziteng Xu, Wenwen Qi, Liam Taylor, Ming Wang, Wei Wu

Ecological Informatics，Vol. 90

DOI

2025

Learning dynamic relational heterogeneity for spatiotemporal prediction with geographical meta-knowledge

Kaiqi Chen, Xiaoyong Tan, Min Deng, Kaiyuan Lei, Wentao Yang, Huimin Liu, Cheng Huang

International Journal Of Geographical Information Science，Vol. 390, No. 12

DOI

2025

Quantifying Multifactorial Effects on Land Subsidence Using Interpretable Machine Learning: a Case Study in Cangzhou, China

Han Deng, Lelin Li, Wentao Yang

Applied Spatial Analysis And Policy，Vol. 180, No. 40

DOI

2025

CSSKL: Collaborative Specific-Shared Knowledge Learning framework for cross-city spatiotemporal forecasting in cellular networks

Kaiyuan Lei, Kaiqi Chen, Min Deng, Xiaoyong Tan, Wentao Yang, Huimin Liu, Cheng Huang

International Journal Of Geographical Information Science，Vol. 390, No. 7

DOI

2025

A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas

Xiafan Wan, Wentao Yang

Journal Of Geographical Systems，Vol. 270, No. 20

DOI

2025

DPCAI: Image Composition via Diffusion Prior and Compound Attention Injection

Wentao Yang, Lei Chen

IEEE International Joint Conference on Neural Network

DOI

2025

CRS3D: Consistency Regularization for Sparsely-supervised 3D object detection

Binghui Zeng, Zong-Yue Wang, Zhaoliang Liu, Yidong Chen, Wei-Quan Liu, Wentao Yang

IEEE International Joint Conference on Neural Network

DOI

2025

Digital Pathology Image Domain Generalization Based on Collaborative Feature Matching and Uncertainty Perturbation

Jin-Long Liu, Weilong Ding, Wentao Yang, Li-Feng Xu

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2025

Editorial for “Federated Learning for Renal Tumor Segmentation and Classification on Multi‐Center MRI Dataset”

Wentao Yang, Tian-Yi Xia

Journal of Magnetic Resonance Imaging

DOI

2024

Spatial ensemble learning for predicting the potential geographical distribution of invasive species

Wentao Yang, Xiafan Wan, Min Deng

International Journal Of Geographical Information Science，Vol. 380, No. 11

DOI

2024

Evaluating Spatial Accessibility to COVID-19 Vaccination Sites based on Fine-Scale Population Distributions and Heterogeneous Travel Modes: A Case Study in Xiangtan, China

Wentao Yang, Fengjie Wang, Yihan You, Xiafan Wan, Sijie Cheng, Zhixiong Fang

Applied Spatial Analysis And Policy，Vol. 170, No. 30

DOI

2023

Assessing the progress and spatial patterns of sustainable eco-environmental development based on the 2030 Agenda for SDGs in China

Dongsheng Wei, Wanting Li, Wentao Yang, Hao Chen

International Journal Of Sustainable Development And World Ecology，Vol. 300, No. 40

DOI

2023

Geographically weighted regression with the integration of machine learning for spatial prediction

Wentao Yang, Min Deng, Jianbo Tang, Liang Luo

Journal Of Geographical Systems，Vol. 250, No. 20

DOI

2022

An algorithm for early rice area mapping from satellite remote sensing data in southwestern Guangdong in China based on feature optimization and random Forest

Youfu Liu, Deqin Xiao, Wentao Yang

Ecological Informatics，Vol. 72

DOI

2022

The Impact of Urbanization on Extreme Climate Indices in the Yangtze River Economic Belt, China

Wentao Yang, Yining Yan, Zhibin Lin, Yijiang Zhao, Chaokui Li, Xinchang Zhang, Liang Shan

Land，Vol. 11, No. 9

DOI

2022

Uncovering the Structural Effect Mechanisms of Natural and Social Factors on Land Subsidence: A Case Study in Beijing

Bin Zhao, Xuexi Yang, Qianhong Wu, Weifeng Xiao, Wentao Yang, Min Deng

Sustainability，Vol. 14, No. 16

DOI

2022

Generating pseudo-absence samples of invasive species based on outlier detection in the geographical characteristic space

Wentao Yang, Huaxi He, Dongsheng Wei, Hao Chen

Journal Of Geographical Systems，Vol. 240, No. 20

DOI

2022

Discovering transition patterns among OpenStreetMap feature classes based on the Louvain method

Yijiang Zhao, Wentao Yang, Yizhi Liu, Zhuhua Liao

Transactions In Gis，Vol. 260, No. 1

DOI

2022

NTIRE 2022 Burst Super-Resolution Challenge

Goutam Bhat, Martin Danelljan, R. Timofte, Yizhen Cao, Yun Cao, Mei-Ya Chen, Xihao Chen, Shen Cheng, Akshay Dudhane, Hao-Qiang Fan, Rui-Peng Gang, Jianmi Gao, Yan Gu, Jie Huang, Liufeng Huang, Younghyun Jo, S. Kang, Salman Siddique Khan, Fahad Shahbaz Khan, Yuki Kondo, LI, Fangya Li, Jin-Jing Li, You-Wei Li, Ze-Chao Li, Chen-Ming Liu, Shuaicheng Liu, Zi-Kun Liu, Zhuoming Liu, Ziwei Luo, Zhengxiong Luo, Nancy Mehta, Subrahmanyam Murala, Yoonchan Nam, Chihiro Nakatani, Pavel Ostyakov, Jin-shan Pan, Ge Song, Jian Sun, Long Sun, Jin-Hui Tang, N. Ukita, Zhihong Wen, Qi Wu, Xiao-He Wu, Ze-Yu Xiao, Zhi-Wei Xiong, Rong-Jian Xu, Rui-Kang Xu, You-Liang Yan, Jialin Yang, Wentao Yang, Zhong-Bao Yang, Fuma Yasue, Mingde Yao, Lei Yu, Cong Zhang, Syed Waqas Zamir, Jianxin Zhang, Shuohao Zhang, Zhi-Lu Zhang, Qiang Zheng, Gao-Feng Zhou, Magauiya Zhussip, Xue-Yi Zou, W. Zuo

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2021

A Clustering Framework to Reveal the Structural Effect Mechanisms of Natural and Social Factors on PM2.5 Concentrations in China

Wentao Yang, Zhanjun He, Huikun Huang, Jincai Huang

Sustainability，Vol. 13, No. 3

DOI

2020

Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities

Huimin Liu, Yiyuan Xu, Jianbo Tang, Min Deng, Jincai Huang, Wentao Yang, Fang Wu

Transactions In Gis，Vol. 240, No. 5

DOI

2020

A comparison of users' characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China

Mengwei Chen, Dianhai Wang, Yilin Sun, E. Owen D. Waygood, Wentao Yang

Transportation，Vol. 470, No. 2

DOI

2018

A spatial-adjacency-based approach for analyzing urban landscape structure

Rui Jin, Jianya Gong, Min Deng, Yiliang Wan, Wentao Yang

Transactions In Gis，Vol. 220, No. 6

DOI

2018

Heterogeneous Space-Time Artificial Neural Networks for Space-Time Series Prediction

Min Deng, Wentao Yang, Qiliang Liu, Rui Jin, Feng Xu, Yunfei Zhang

Transactions In Gis，Vol. 220, No. 1

DOI

2017

Geographically Weighted Extreme Learning Machine: A Method for Space-Time Prediction

Min Deng, Wentao Yang, Qiliang Liu

Geographical Analysis，Vol. 49, No. 4

DOI

2017

A divide-and-conquer method for space-time series prediction

Min Deng, Wentao Yang, Qiliang Liu, Yunfei Zhang

Journal Of Geographical Systems，Vol. 190, No. 10

DOI

杨文涛

精选作品

期刊论文

Overcoming cloud obstruction: Fast forest-damage assessment in post-tropical cyclone optical remote sensing

Learning dynamic relational heterogeneity for spatiotemporal prediction with geographical meta-knowledge

Quantifying Multifactorial Effects on Land Subsidence Using Interpretable Machine Learning: a Case Study in Cangzhou, China

CSSKL: Collaborative Specific-Shared Knowledge Learning framework for cross-city spatiotemporal forecasting in cellular networks

A divide-and-conquer method for predicting the fine-grained spatial distribution of population in urban and rural areas

DPCAI: Image Composition via Diffusion Prior and Compound Attention Injection

CRS3D: Consistency Regularization for Sparsely-supervised 3D object detection

Digital Pathology Image Domain Generalization Based on Collaborative Feature Matching and Uncertainty Perturbation

Editorial for “Federated Learning for Renal Tumor Segmentation and Classification on Multi‐Center MRI Dataset”

Spatial ensemble learning for predicting the potential geographical distribution of invasive species

Evaluating Spatial Accessibility to COVID-19 Vaccination Sites based on Fine-Scale Population Distributions and Heterogeneous Travel Modes: A Case Study in Xiangtan, China

Assessing the progress and spatial patterns of sustainable eco-environmental development based on the 2030 Agenda for SDGs in China

Geographically weighted regression with the integration of machine learning for spatial prediction

An algorithm for early rice area mapping from satellite remote sensing data in southwestern Guangdong in China based on feature optimization and random Forest

The Impact of Urbanization on Extreme Climate Indices in the Yangtze River Economic Belt, China

Uncovering the Structural Effect Mechanisms of Natural and Social Factors on Land Subsidence: A Case Study in Beijing

Generating pseudo-absence samples of invasive species based on outlier detection in the geographical characteristic space

Discovering transition patterns among OpenStreetMap feature classes based on the Louvain method

NTIRE 2022 Burst Super-Resolution Challenge

A Clustering Framework to Reveal the Structural Effect Mechanisms of Natural and Social Factors on PM2.5 Concentrations in China

Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities

A comparison of users' characteristics between station-based bikesharing system and free-floating bikesharing system: case study in Hangzhou, China

A spatial-adjacency-based approach for analyzing urban landscape structure

Heterogeneous Space-Time Artificial Neural Networks for Space-Time Series Prediction

Geographically Weighted Extreme Learning Machine: A Method for Space-Time Prediction

A divide-and-conquer method for space-time series prediction