Guangning Xu

According to our database, Guangning Xu authored at least 22 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GenFT: A Generative Parameter-Efficient Fine-Tuning Method for Pretrained Foundation Models.

Baoquan Zhang, Guangning Xu, Michael K. Ng

CoRR, June, 2025

Core Knowledge Learning Framework for Graph.

Bowen Zhang, Zhichao Huang, Guangning Xu, Xiaomao Fan, Mingyan Xiao, Genan Dai, Hu Huang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction.

Guangning Xu, Michael K. Ng, Yunming Ye, Xutao Li, Ge Song, Bowen Zhang, Zhichao Huang

IEEE Trans. Circuits Syst. Video Technol., September, 2024

Spherical Neural Operator Network for Global Weather Prediction.

Kenghong Lin, Xutao Li, Yunming Ye, Shanshan Feng, Baoquan Zhang, Guangning Xu, Ziye Wang

IEEE Trans. Circuits Syst. Video Technol., June, 2024

FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation.

Guangning Xu, Michael K. Ng, Yunming Ye, Bowen Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning.

Bowen Zhang, Zhichao Huang, Genan Dai, Guangning Xu, Xiaomao Fan, Hu Huang

CoRR, 2024

EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection.

Daijun Ding, Li Dong, Zhichao Huang, Guangning Xu, Xu Huang, Bo Liu, Liwen Jing, Bowen Zhang

CoRR, 2024

EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection.

Daijun Ding, Li Dong, Zhichao Huang, Guangning Xu, Xu Huang, Bo Liu, Liwen Jing, Bowen Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path prediction.

Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu

Neural Comput. Appl., June, 2023

Multi-relational graph convolutional networks: Generalization guarantees and experiments.

Xutao Li, Michael K. Ng, Guangning Xu, Andy M. Yip

Neural Networks, April, 2023

Multi-view knowledge graph fusion via knowledge-aware attentional graph neural network.

Zhichao Huang, Xutao Li, Yunming Ye, Baoquan Zhang, Guangning Xu, Wensheng Gan

Appl. Intell., February, 2023

TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained perspective with the Graph convolution neural network.

Guangning Xu, Yan Li, Chi Ma, Xutao Li, Yunming Ye, Qingquan Lin, Zhichao Huang, Shidong Chen

Eng. Appl. Artif. Intell., 2023

Twitter Stance Detection via Neural Production Systems.

Bowen Zhang, Daijun Ding, Guangning Xu, Jinjin Guo, Zhichao Huang, Xu Huang

Proceedings of the IEEE International Conference on Acoustics, 2023

Int-GNN: A User Intention Aware Graph Neural Network for Session-Based Recommendation.

Guangning Xu, Jinyang Yang, Jinjin Guo, Zhichao Huang, Bowen Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

Knowledge-Aware Few Shot Learning for Event Detection from Short Texts.

Jinjin Guo, Zhichao Huang, Guangning Xu, Bowen Zhang, Chaoqun Duan

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

SAF-Net: A spatio-temporal deep learning method for typhoon intensity prediction.

Guangning Xu, Kenghong Lin, Xutao Li, Yunming Ye

Pattern Recognit. Lett., 2022

LS-NTP: Unifying long- and short-range spatial correlations for near-surface temperature prediction.

Guangning Xu, Xutao Li, Shanshan Feng, Yunming Ye, Zhihua Tu, Kenghong Lin, Zhichao Huang

Neural Networks, 2022

AM-ConvGRU: a spatio-temporal model for typhoon path prediction.

Guangning Xu, Di Xian, Philippe Fournier-Viger, Xutao Li, Yunming Ye, Xiuqing Hu

Neural Comput. Appl., 2022

The reconstitution predictive network for precipitation nowcasting.

Chuyao Luo, Guangning Xu, Xutao Li, Yunming Ye

Neurocomputing, 2022

2013

Traffic flow prediction based on hybrid model using double exponential smoothing and support vector machine.

Jinjun Tang, Guangning Xu, Yinhai Wang, Hua Wang, Shen Zhang, Fang Liu

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2010

The constitution of the transmission network for the next generation cable digital TV signals.

Youwei Sun, Rong Chen, Guangning Xu

Proceedings of the IEEE International Conference on Wireless Communications, 2010

2007

Optimal Design of TS Fuzzy Control System Based on DNA-GA and Its Application.

Guangning Xu, Jinshou Yu

Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007