Optimal Design of TS Fuzzy Control System Based on DNA-GA and Its Application. - Guangning Xu; Jinshou Yu (LSMS (1), 2007)

The constitution of the transmission network for the next generation cable digital TV signals. - Youwei Sun; Rong Chen; Guangning Xu (WCNIS, 2010)

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 021 (ITSC, 2013)

The reconstitution predictive network for precipitation nowcasting. - Chuyao Luo; Guangning Xu; Xutao Li; Yunming Ye (Neurocomputing, 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)

LS-NTP: Unifying long- and short-range spatial correlations for near-surface temperature prediction. - Guangning Xu; Xutao Li; Shanshan Feng 001; Yunming Ye; Zhihua Tu; Kenghong Lin; Zhichao Huang 001 (Neural Networks, 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)

Knowledge-Aware Few Shot Learning for Event Detection from Short Texts. - Jinjin Guo; Zhichao Huang 001; Guangning Xu; Bowen Zhang 005; Chaoqun Duan (ICASSP, 2023)

Int-GNN: A User Intention Aware Graph Neural Network for Session-Based Recommendation. - Guangning Xu; Jinyang Yang; Jinjin Guo; Zhichao Huang 001; Bowen Zhang 005 (ICASSP, 2023)

Twitter Stance Detection via Neural Production Systems. - Bowen Zhang 005; Daijun Ding; Guangning Xu; Jinjin Guo; Zhichao Huang 001; Xu Huang (ICASSP, 2023)

TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained perspective with the Graph convolution neural network. - Guangning Xu; Yan Li 040; Chi Ma; Xutao Li; Yunming Ye; Qingquan Lin; Zhichao Huang 001; Shidong Chen (Eng. Appl. Artif. Intell., 2023)

Multi-view knowledge graph fusion via knowledge-aware attentional graph neural network. - Zhichao Huang 001; Xutao Li; Yunming Ye; Baoquan Zhang; Guangning Xu; Wensheng Gan (Appl. Intell., 2023)

Multi-relational graph convolutional networks: Generalization guarantees and experiments. - Xutao Li; Michael K. Ng 001; Guangning Xu; Andy M. Yip (Neural Networks, 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., 2023)

EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection. - Daijun Ding; Li Dong; Zhichao Huang 001; Guangning Xu; Xu Huang; Bo Liu; Liwen Jing; Bowen Zhang 005 (LREC/COLING, 2024)

EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection. - Daijun Ding; Li Dong; Zhichao Huang 001; Guangning Xu; Xu Huang; Bo Liu; Liwen Jing; Bowen Zhang 005 (CoRR, 2024)

Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning. - Bowen Zhang 005; Zhichao Huang 001; Genan Dai; Guangning Xu; Xiaomao Fan; Hu Huang 009 (CoRR, 2024)

FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation. - Guangning Xu; Michael K. Ng 001; Yunming Ye; Bowen Zhang 005 (IEEE Trans. Geosci. Remote. Sens., 2024)

Spherical Neural Operator Network for Global Weather Prediction. - Kenghong Lin; Xutao Li; Yunming Ye; Shanshan Feng 001; Baoquan Zhang; Guangning Xu; Ziye Wang (IEEE Trans. Circuits Syst. Video Technol., 2024)

TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction. - Guangning Xu; Michael K. Ng 001; Yunming Ye; Xutao Li; Ge Song; Bowen Zhang 005; Zhichao Huang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Core Knowledge Learning Framework for Graph. - Bowen Zhang 005; Zhichao Huang 001; Guangning Xu; Xiaomao Fan; Mingyan Xiao; Genan Dai; Hu Huang 009 (AAAI, 2025)

GenFT: A Generative Parameter-Efficient Fine-Tuning Method for Pretrained Foundation Models. - Baoquan Zhang; Guangning Xu; Michael K. Ng 001 (CoRR, 2025)