Knowledge and emotion dual-driven method for crowd evacuation. - Zena Tian; Guijuan Zhang; Chunyu Hu 001; Dianjie Lu; Hong Liu 013 (Knowl. Based Syst., 2020)

Heterogeneous emotional contagion of the cyber-physical society. - Heqi Gao; Jiayi Zhang; Guijuan Zhang; Chengming Zhang; Zena Tian; Dianjie Lu (J. King Saud Univ. Comput. Inf. Sci., 2024)

NegEmotion: Explore the Double-Edged Sword Effect of Negative Emotion on Crowd Evacuation. - Zena Tian; Guijuan Zhang; Hui Yu 010; Hong Liu 013; Dianjie Lu (IEEE Trans. Comput. Soc. Syst., 2024)

Knowledge-driven crowd evacuation simulation method based on hierarchical deep reinforcement learning. - Zena Tian; Guijuan Zhang; Xiao Hong; Hui Yu 010; Dianjie Lu (Expert Syst. Appl., 2025)