Early Prediction of Epileptic Seizure Based on the BNLSTM-CASA Model. - Mengnan Ma; Yinlin Cheng; Yao Wang; Xingyu Li; Qianxiang Mao; Zhen Zhang; Ziyi Chen; Yi Zhou 005 (IEEE Access, 2021)

Multi-label classification of fundus images based on graph convolutional network. - Yinlin Cheng; Mengnan Ma; Xingyu Li; Yi Zhou 005 (BMC Medical Informatics Decis. Mak., 2021)

Research on epileptic EEG recognition based on improved residual networks of 1-D CNN and indRNN. - Mengnan Ma; Yinlin Cheng; Xiaoyan Wei; Ziyi Chen; Yi Zhou 005 (BMC Medical Informatics Decis. Mak., 2021)

Spatiotemporal evolution of epileptic seizure based on mutual information and dynamic brain network. - Mengnan Ma; Xiaoyan Wei; Yinlin Cheng; Ziyi Chen; Yi Zhou 005 (BMC Medical Informatics Decis. Mak., 2021)

Short Text Semantic Matching Model based on Bert and Adversarial Network. - Tao Zhang; Zhe Zhang; Xiang Li; Yulin Wu; Bo Peng; Yurong Qian; Mengnan Ma; Hongyong Leng (NaNA, 2022)

Research on dual-channel user portrait construction method based on DPCNN-BiGRU and attention mechanism. - Hongyong Leng; Jinxin Shao; Zhe Zhang; Yurong Qian; Mengnan Ma; Zichen Li (J. Intell. Fuzzy Syst., 2023)

Bert-CK: A study of user profile classification based on Bert and CK-means+ fusion. - Yurong Qian; Jinxin Shao; Zhe Zhang; Hongyong Leng; Mengnan Ma; Zichen Li (J. Intell. Fuzzy Syst., 2023)

VSCA: A Sentence Matching Model Incorporating Visual Perception. - Zhe Zhang 023; Guangli Xiao; Yurong Qian; Mengnan Ma; Hongyong Leng; Tao Zhang 113 (Cogn. Comput., 2023)

BVMHA: Text classification model with variable multihead hybrid attention based on BERT. - Bo Peng 008; Tao Zhang 113; Kundong Han; Zhe Zhang 023; Yuquan Ma; Mengnan Ma (J. Intell. Fuzzy Syst., 2024)

Evidence and Axial Attention Guided Document-level Relation Extraction. - Jiawei Yuan; Hongyong Leng; Yurong Qian; Jiaying Chen; Mengnan Ma; Shuxiang Hou (Comput. Speech Lang., 2025)

HiNER: Hierarchical feature fusion for Chinese named entity recognition. - Shuxiang Hou; Yurong Qian; Jiaying Chen; Jigui Zhao; Huiyong Lv; Jiyuan Zhang; Hongyong Leng; Mengnan Ma (Neurocomputing, 2025)

CS4TE: A Novel Coded Self-Attention and Semantic Synergy Network for Triple Extraction. - Huiyong Lv; Yurong Qian; Jiaying Chen; Shuxiang Hou; Hongyong Leng; Mengnan Ma (Neurocomputing, 2025)

Stff-rtdetr: a small object detection algorithm based on drone aerial photography. - Xiaoxi Teng; Wendong Zhang; Tao Liu; Jingdong Yang; Mengnan Ma (J. Supercomput., 2025)