: He has proposed urban big data classification methods using lightweight deep learning (LWT-DL) to improve the security and efficiency of smart city construction.
Tianjun Liu, associated with Northwest A&F University , specializes in the intersection of traditional agricultural production and modern digital factor markets. Tianjun Liu - Chines..
: His research includes the ED-DenseNet model, which enhances deep feature extraction through multi-branch structures and ECA attention mechanisms, achieving a 97.82% recognition accuracy in gas-liquid flow patterns. : He has proposed urban big data classification