2025
RS-MoE: A Vision-Language Model With Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
IEEE Trans. Geosci. Remote. Sens., 2025
ZooKT: Task-adaptive knowledge transfer of Model Zoo for few-shot learning.
Pattern Recognit., 2025
Integrating Multi-Source Data for Long Sequence Precipitation Forecasting.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Toward a Variation-Aware and Interpretable Model for Radar Image Sequence Prediction.
IEEE Trans. Ind. Informatics, October, 2024
A Multi-Task Convolutional Neural Network Relative Radiometric Calibration Based on Temporal Information.
Remote. Sens., September, 2024
MCSDNet: Mesoscale Convective System Detection Network via Multiscale Spatiotemporal Information.
IEEE Trans. Geosci. Remote. Sens., 2024
Multiscale and Multilevel Feature Fusion Network for Quantitative Precipitation Estimation With Passive Microwave.
IEEE Trans. Geosci. Remote. Sens., 2024
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2024
A Practical Online Incremental Learning Framework for Precipitation Nowcasting.
IEEE Trans. Geosci. Remote. Sens., 2024
LGCNet: A Cloud Detection Method in Remote Sensing Images Using Local and Global Semantics.
IEEE Trans. Geosci. Remote. Sens., 2024
A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering.
CoRR, 2024
MCSDNet: Mesoscale Convective System Detection Network via Multi-scale Spatiotemporal Information.
CoRR, 2024
LG-VQ: Language-Guided Codebook Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multi-task framework of precipitation nowcasting.
CAAI Trans. Intell. Technol., December, 2023
UNIMEMnet: Learning long-term motion and appearance dynamics for video prediction with a unified memory network.
Neural Networks, November, 2023
On Understanding of Spatiotemporal Prediction Model.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Knowledge-enhanced Prompt-tuning for Stance Detection.
ACM Trans. Asian Low Resour. Lang. Inf. Process., June, 2023
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Adaptive Transfer of Graph Neural Networks for Few-Shot Molecular Property Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Cross-Domain Aspect-Based Sentiment Classification by Exploiting Domain- Invariant Semantic-Primary Feature.
IEEE Trans. Affect. Comput., 2023
STGV-Similarity between trend generating vectors: A new sample weighting scheme for stock trend prediction using financial features of companies.
Expert Syst. Appl., 2023
2022
Experimental Study on Generative Adversarial Network for Precipitation Nowcasting.
IEEE Trans. Geosci. Remote. Sens., 2022
Multisensor Fusion and Explicit Semantic Preserving-Based Deep Hashing for Cross-Modal Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022
PredRANN: The spatiotemporal attention Convolution Recurrent Neural Network for precipitation nowcasting.
Knowl. Based Syst., 2022
SPLNet: A sequence-to-one learning network with time-variant structure for regional wind speed prediction.
Inf. Sci., 2022
The reconstitution predictive network for precipitation nowcasting.
Neurocomputing, 2022
Location-Refining neural network: A new deep learning-based framework for Heavy Rainfall Forecast.
Comput. Geosci., 2022
2021
PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Novel LSTM Model with Interaction Dual Attention for Radar Echo Extrapolation.
Remote. Sens., 2021
RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting.
CoRR, 2021
2020
Cascade SEIRD: Forecasting the Spread of COVID-19 with Dynamic Parameters Update.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2017
Representation learning with complete semantic description of knowledge graphs.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017