Danya Xu

24 papers A* 1C 4Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decentralized Federated Learning for Time Series Prediction in Electric Vehicle Charging Ecosystems.
IEEE Trans. Consumer Electron.
Jingfei Wang, Danya Xu, Tao Yang
2026 J jnl
Personalized federated learning with mixture of experts and conformal prediction for household energy forecasting.
Expert Syst. Appl.
Jingfei Wang, Danya Xu, Lei Xing, Tao Chen, Yi Liu, Mohammad Shahidehpour, Tao Yang
2025 J jnl
DeFedTL: A Decentralized Federated Transfer Learning Method for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Danya Xu, Yi Liu, Guanghui Wen, Yaochu Jin, Tianyou Chai, Tao Yang
2025 J jnl
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping.
IEEE CAA J. Autom. Sinica
Lei Xu, Danya Xu, Xinlei Yi, Chao Deng, Tianyou Chai, Tao Yang
2025 J jnl
Teacher-student-based contrastive autoencoder for industrial process fault isolation with limited fault data.
J. Frankl. Inst.
Mingwei Jia, Danya Xu, Tao Yang, Yi Liu, Zengliang Gao
2024 — conf
Domain Adaptation with Clustering-Driven Attention for Industrial Fault Diagnosis.
ICCMA
Ziqian Wang, Danya Xu, Jingfei Wang, Yang Yu, Tao Yang
2024 — conf
Fed-SMAE: Federated-Learning Based Time Series Anomaly Detection with Shared Memory Augmented Autoencoder.
ICPS
Jie Huang, Danya Xu, Tao Yang
2024 J jnl
Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001-2021.
Remote. Sens.
Tianwei Lu, Yong Han, Qicheng Zhou, Li Dong, Yurong Zhang, Ximing Deng, Danya Xu
2023 J jnl
Assessment of Antarctic Sea Ice Cover in CMIP6 Prediction with Comparison to AMSR2 during 2015-2021.
Remote. Sens.
Siqi Li, Yu Zhang, Changsheng Chen, Yiran Zhang, Danya Xu, Song Hu
2023 J jnl
EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea.
Appl. Intell.
Handan Sun, Tao Song, Ying Li, Kunlin Yang, Danya Xu, Fan Meng
2023 — conf
OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection.
SSCI
Zhi Li, Danya Xu, Yuzhe Li, Tianyou Chai, Tao Yang
2022 A* conf
A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract).
AAAI
Fan Meng, Handan Sun, Danya Xu, Pengfei Xie, Tao Song
2022 J jnl
ATDNNS: An adaptive time-frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting.
Future Gener. Comput. Syst.
Fan Meng, Danya Xu, Tao Song
2022 J jnl
Inversion of Ocean Subsurface Temperature and Salinity Fields Based on Spatio-Temporal Correlation.
Remote. Sens.
Tao Song, Wei Wei, Fan Meng, Jiarong Wang, Runsheng Han, Danya Xu
2022 J jnl
Simulating Tropical Cyclone Passive Microwave Rainfall Imagery Using Infrared Imagery via Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Fan Meng, Tao Song, Danya Xu
2022 J jnl
TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks.
CoRR
Fan Meng, Tao Song, Danya Xu
2021 — conf
A Novel Fault Diagnosis Method Based on Topological Data Analysis.
CAA SAFEPROCESS
Yuqing Wang, Yibin Li, Yan Song, Danya Xu, Weihong Zheng
2021 C conf
Cyclone Identify using Two-Branch Convolutional Neural Network from Global Forecasting System Analysis.
IGARSS
Fan Meng, Qingyu Tian, Handan Sun, Danya Xu, Tao Song
2021 J jnl
IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions.
IEEE Trans. Instrum. Meas.
Danya Xu, Yibin Li, Yan Song, Lei Jia, Yanjun Liu
2021 J jnl
NDFTC: A New Detection Framework of Tropical Cyclones from Meteorological Satellite Images with Deep Transfer Learning.
Remote. Sens.
Shanchen Pang, Pengfei Xie, Danya Xu, Fan Meng, Xixi Tao, Bowen Li, Ying Li, Tao Song
2021 C conf
Tropical Cyclone Size Estimation Using Deep Convolutional Neural Network.
IGARSS
Fan Meng, Pengfei Xie, Ying Li, Handan Sun, Danya Xu, Tao Song
2021 C conf
Use Ensemble Learning to Estimate the Population and Assets Exposed to Tropical Cyclones.
IGARSS
Fan Meng, Tongmao Ma, Pengfei Xie, Handan Sun, Danya Xu, Tao Song
2021 C conf
Visual Prediction of Tropical Cyclones with Deep Convolutional Generative Adversarial Networks.
IGARSS
Pengfei Xie, Fan Meng, Bowen Li, Ying Li, Zhiyong Yu, Handan Sun, Tao Song, Danya Xu
2020 J jnl
A Deep Learning Method With Merged LSTM Neural Networks for SSHA Prediction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Song, Jingyu Jiang, Wei Li, Danya Xu