A Deep Learning Method With Merged LSTM Neural Networks for SSHA Prediction. - Tao Song 001; Jingyu Jiang; Wei Li 203; Danya Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A Novel Fault Diagnosis Method Based on Topological Data Analysis. - Yuqing Wang; Yibin Li 002; Yan Song 001; Danya Xu; Weihong Zheng (CAA SAFEPROCESS, 2021)

Use Ensemble Learning to Estimate the Population and Assets Exposed to Tropical Cyclones. - Fan Meng; Tongmao Ma; Pengfei Xie; Handan Sun; Danya Xu; Tao Song 001 (IGARSS, 2021)

Cyclone Identify using Two-Branch Convolutional Neural Network from Global Forecasting System Analysis. - Fan Meng; Qingyu Tian; Handan Sun; Danya Xu; Tao Song 001 (IGARSS, 2021)

Tropical Cyclone Size Estimation Using Deep Convolutional Neural Network. - Fan Meng; Pengfei Xie; Ying Li; Handan Sun; Danya Xu; Tao Song 001 (IGARSS, 2021)

Visual Prediction of Tropical Cyclones with Deep Convolutional Generative Adversarial Networks. - Pengfei Xie; Fan Meng; Bowen Li; Ying Li; Zhiyong Yu; Handan Sun; Tao Song 001; Danya Xu (IGARSS, 2021)

NDFTC: A New Detection Framework of Tropical Cyclones from Meteorological Satellite Images with Deep Transfer Learning. - Shanchen Pang; Pengfei Xie; Danya Xu; Fan Meng; Xixi Tao; Bowen Li; Ying Li; Tao Song 001 (Remote. Sens., 2021)

IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions. - Danya Xu; Yibin Li 002; Yan Song 007; Lei Jia; Yanjun Liu 007 (IEEE Trans. Instrum. Meas., 2021)

A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract). - Fan Meng; Handan Sun; Danya Xu; Pengfei Xie; Tao Song 001 (AAAI, 2022)

TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks. - Fan Meng; Tao Song 001; Danya Xu (CoRR, 2022)

ATDNNS: An adaptive time-frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting. - Fan Meng; Danya Xu; Tao Song 001 (Future Gener. Comput. Syst., 2022)

Simulating Tropical Cyclone Passive Microwave Rainfall Imagery Using Infrared Imagery via Generative Adversarial Networks. - Fan Meng; Tao Song 001; Danya Xu (IEEE Geosci. Remote. Sens. Lett., 2022)

Inversion of Ocean Subsurface Temperature and Salinity Fields Based on Spatio-Temporal Correlation. - Tao Song 001; Wei Wei; Fan Meng; Jiarong Wang; Runsheng Han; Danya Xu (Remote. Sens., 2022)

OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection. - Zhi Li 039; Danya Xu; Yuzhe Li; Tianyou Chai; Tao Yang 003 (SSCI, 2023)

Assessment of Antarctic Sea Ice Cover in CMIP6 Prediction with Comparison to AMSR2 during 2015-2021. - Siqi Li; Yu Zhang 070; Changsheng Chen; Yiran Zhang; Danya Xu; Song Hu (Remote. Sens., 2023)

EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea. - Handan Sun; Tao Song 001; Ying Li; Kunlin Yang; Danya Xu; Fan Meng (Appl. Intell., 2023)

Domain Adaptation with Clustering-Driven Attention for Industrial Fault Diagnosis. - Ziqian Wang; Danya Xu; Jingfei Wang; Yang Yu; Tao Yang (ICCMA, 2024)

Fed-SMAE: Federated-Learning Based Time Series Anomaly Detection with Shared Memory Augmented Autoencoder. - Jie Huang; Danya Xu; Tao Yang (ICPS, 2024)

Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001-2021. - Tianwei Lu; Yong Han; Qicheng Zhou; Li Dong; Yurong Zhang; Ximing Deng; Danya Xu (Remote. Sens., 2024)

Teacher-student-based contrastive autoencoder for industrial process fault isolation with limited fault data. - Mingwei Jia; Danya Xu; Tao Yang; Yi Liu; Zengliang Gao (J. Frankl. Inst., 2025)

Decentralized Federated Learning Algorithm Under Adversary Eavesdropping. - Lei Xu 015; Danya Xu; Xinlei Yi; Chao Deng 008; Tianyou Chai; Tao Yang 003 (IEEE CAA J. Autom. Sinica, 2025)

DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis. - Danya Xu; Yi Liu 024; Guanghui Wen; Yaochu Jin; Tianyou Chai; Tao Yang 003 (IEEE Trans. Ind. Informatics, 2025)