Research on Intrusion Detection Algorithm Based on Optimized CNN-LSTM. - Jiawei Du; Yang Kai; Zhentao Huang; Lingjie Jiang; Huang Lei; Haixia Yu (NaNA, 2022)

NIDS-CNNLSTM: Network Intrusion Detection Classification Model Based on Deep Learning. - Jiawei Du; Kai Yang; Yanjing Hu; Lingjie Jiang (IEEE Access, 2023)

MA-YOLO: A Method for Detecting Surface Defects of Aluminum Profiles With Attention Guidance. - Lingjie Jiang; Baoxi Yuan; Yuqian Wang; Yahong Ma; Jiawei Du; Feng Wang; Jianxin Guo (IEEE Access, 2023)

Textual Aesthetics in Large Language Models. - Lingjie Jiang; Shaohan Huang; Xun Wu; Furu Wei (CoRR, 2024)

MFFSODNet: Multiscale Feature Fusion Small Object Detection Network for UAV Aerial Images. - Lingjie Jiang; Baoxi Yuan; Jiawei Du; Boyu Chen; Hanfei Xie; Juan Tian; Ziqi Yuan (IEEE Trans. Instrum. Meas., 2024)

U-Shaped Feature Extraction and Fusion Network for Object Detection in Low-Altitude UAV Images. - Lingjie Jiang; Yu Gu; Dongliang Peng 001 (IEEE Geosci. Remote. Sens. Lett., 2025)

Think Only When You Need with Large Hybrid-Reasoning Models. - Lingjie Jiang; Xun Wu; Shaohan Huang; Qingxiu Dong; Zewen Chi; Li Dong 004; Xingxing Zhang 002; Tengchao Lv; Lei Cui 001; Furu Wei (CoRR, 2025)