Intelligent Aircraft Maneuvering Decision Based on CNN. - Bo Li 004; Shiyang Liang; Linyu Tian; Daqing Chen 001 (CSAE, 2019)

Research on multi-UAV task decision-making based on improved MADDPG algorithm and transfer learning. - Bo Li 004; Shiyang Liang; Zhigang Gan; Da-Qing Chen 001; Peixin Gao (Int. J. Bio Inspired Comput., 2021)

Autonomous air combat decision-making of UAV based on parallel self-play reinforcement learning. - Bo Li 004; Jingyi Huang; Shuangxia Bai; Zhigang Gan; Shiyang Liang; Evgeny Sergeevich Neretin; Shouwen Yao (CAAI Trans. Intell. Technol., 2023)

Sequence pre-training-based graph neural network for predicting lncRNA-miRNA associations. - Zixiao Wang; Shiyang Liang; Siwei Liu 001; Zhaohan Meng; Jingjie Wang; Shangsong Liang (Briefings Bioinform., 2023)

HMCDA: a novel method based on the heterogeneous graph neural network and metapath for circRNA-disease associations prediction. - Shiyang Liang; Siwei Liu 001; Junliang Song; Qiang Lin; Shihong Zhao; Shuaixin Li; Jiahui Li; Shangsong Liang; Jingjie Wang (BMC Bioinform., 2023)

Manoeuvre decision-making of unmanned aerial vehicles in air combat based on an expert actor-based soft actor critic algorithm. - Bo Li 004; Shuangxia Bai; Shiyang Liang; Rui Ma; Evgeny Sergeevich Neretin; Jingyi Huang (CAAI Trans. Intell. Technol., 2023)

Cross-Attention Graph Neural Networks for Inferring Gene Regulatory Networks with Skewed Degree Distribution. - Jiaqi Xiong; Nan Yin; Yifan Sun; Haoyang Li; Yingxu Wang; Duo Ai; Fang Pan; Shiyang Liang (CoRR, 2024)

Cross-attention graph neural networks for inferring gene regulatory networks with skewed degree distribution. - Jiaqi Xiong; Nan Yin; Shiyang Liang; Haoyang Li; Yingxu Wang; Duo Ai; Jingjie Wang (BMC Bioinform., 2025)