EML-GAN: Generative Adversarial Network-Based End-to-End Multi-Task Learning Architecture for Super-Resolution Reconstruction and Scene Classification of Low-Resolution Remote Sensing Imagery. - Weihuan Deng; Qiqi Zhu; Xiongli Sun; Weihua Lin; Qingfeng Guan 001 (IGARSS, 2021)

A Siamese Global Learning Framework for Multi-Class Change Detection. - Xi Guo; Qiqi Zhu; Weihuan Deng; Qingfeng Guan 001 (IGARSS, 2021)

Combining deep learning and crowdsourcing geo-images to predict housing quality in rural China. - Weipan Xu; Yu Gu; Yifan Chen; Yongtian Wang; Weihuan Deng; Xun Li (CoRR, 2022)

A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. - Qiqi Zhu; Weihuan Deng; Zhuo Zheng; Yanfei Zhong; Qingfeng Guan 001; Weihua Lin; Liangpei Zhang 001; Deren Li (IEEE Trans. Cybern., 2022)

Sky-Scanning for Energy: Unveiling Rural Electricity Consumption Patterns through Satellite Imagery's Convolutional Features. - Yaofu Huang; Weipan Xu; Dongsheng Chen; Qiumeng Li; Weihuan Deng; Xun Li (ISPRS Int. J. Geo Inf., 2024)

A Large-Scale Multipurpose Benchmark Dataset and Real-Time Interpretation Platform Based on Chinese Rural Buildings. - Weihuan Deng; Weipan Xu; Yaofu Huang; Xun Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Local-Global Context-Aware Generative Dual-Region Adversarial Networks for Remote Sensing Scene Image Super-Resolution. - Huiting Li; Weihuan Deng; Qiqi Zhu; Qingfeng Guan 001; Jiancheng Luo (IEEE Trans. Geosci. Remote. Sens., 2024)

Integrating Time-Series Nighttime Light Data With Static Remote Sensing and Village View Images for Hollow Villages Identification. - Hailong Zhao; Xun Li; Yu Gu; Weihuan Deng; Yaofu Huang; Suhong Zhou (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Geographical Dual-Prior Guided Few-Shot Network for Cross-Domain Hyperspectral Image Classification. - Weihuan Deng; Huiting Li; Qiqi Zhu; Qingfeng Guan 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

From Intra-Distinctiveness to Inter-Invariance: A Cycle-Resemblance Few-Shot Transformation Network for Cross-Domain Hyperspectral Image Classification. - Qiqi Zhu; Huiting Li; Weihuan Deng; Qingfeng Guan 001; Jiancheng Luo (IEEE Trans. Geosci. Remote. Sens., 2025)