Image Caption Based on Bigru and Attention Hybrid Model. - Yucong Qiao; Li Ma 010 (AIPR, 2021)

Research on the Generation of Emotional Dialogue Statements in Generative Adversarial Networks. - Wei Guan; Mingrui Huang; Li Ma 010 (AIPR, 2022)

Multimodal Dialogue Generation Based on Transformer and Collaborative Attention. - Wei Guan; Zhen Zhang 054; Li Ma 010 (AIPR, 2022)

GA-SATIC: Semi-autoregressive Transformer Image Captioning Based on Geometric Attention. - Ziyi Li; Li Ma 010 (AIPR, 2022)

Visual Question Answering Model Based on CAM and GCN. - Wen Ping; Li Ma 010; Zhen Zhang 054; Ze Wang 012 (AIPR, 2022)

Dialogue Generation for Heterogeneous Graph Neural on Networks Incorporating External Knowledge. - Wei Guan; Shuaiqian Guo; Li Ma 010 (AIPR, 2023)

Application study of oil pipe entity recognition combined with Deep Reinforcement Learning. - Wei Guan; Shijie Liu; Li Ma 010 (AIPR, 2023)

CA-WGE: A two-view graph neural network-based knowledge graph completion approach combining common sense perception. - Wei Guan; Xiaoru Lian; Li Ma 010 (AIPR, 2023)

Visual Question Answering Model Based on Relationship graphs and Co-Attention. - Wei Guan; Xueli Yang; Li Ma 010 (AIPR, 2023)