MLM-LSTM: Multi-layer Memory Learning Framework Based on LSTM for Hyperspectral Change Detection. - Yinhe Li; Yijun Yan; Jinchang Ren; Qiaoyuan Liu; Haijiang Sun (BICS, 2023)

Underwater Object Detection for Smooth and Autonomous Operations of Naval Missions: A Pilot Dataset. - Yijun Yan; Yinhe Li; Hanhe Lin; Md. Mostafa Kamal Sarker; Jinchang Ren; John McCall 001 (BICS, 2023)

Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment. - Xiaoquan Li; Stephan Weiss 001; Yijun Yan; Yinhe Li; Jinchang Ren; John J. Soraghan; Ming Gong (EUSIPCO, 2023)

CBANet: An End-to-End Cross-Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing. - Yinhe Li; Jinchang Ren; Yijun Yan; Qiaoyuan Liu; Ping Ma 002; Andrei Petrovski 001; Haijiang Sun (IEEE Trans. Geosci. Remote. Sens., 2023)

Sparse Autoencoder Based Hyperspectral Anomaly Detection with the Singular Spectrum Analysis Based Spectral Denoising. - Yinhe Li; Jinchang Ren; Zhi Gao; Genyun Sun (IGARSS, 2024)

Non-Destructive Peat Analysis using Hyperspectral Imaging and Machine Learning. - Yijun Yan; Jinchang Ren; Barry Harrison; Oliver Lewis; Yinhe Li; Ping Ma 002 (CoRR, 2024)

HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model. - Hang Fu; Genyun Sun; Yinhe Li; Jinchang Ren; Aizhu Zhang; Cheng Jing; Pedram Ghamisi (CoRR, 2024)

ABBD: Accumulated Band-Wise Binary Distancing for Unsupervised Parameter-Free Hyperspectral Change Detection. - Yinhe Li; Jinchang Ren; Yijun Yan; Ping Ma 002; Maher Assaad; Zhi Gao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SSA-LHCD: A Singular Spectrum Analysis-Driven Lightweight Network with 2-D Self-Attention for Hyperspectral Change Detection. - Yinhe Li; Jinchang Ren; Yijun Yan; Genyun Sun; Ping Ma 002 (Remote. Sens., 2024)

Hyperspectral imagery quality assessment and band reconstruction using the prophet model. - Ping Ma 002; Jinchang Ren; Zhi Gao; Yinhe Li; Rongjun Chen (CAAI Trans. Intell. Technol., 2025)

GASSM: Global attention and state space model based end-to-end hyperspectral change detection. - Yinhe Li; Jinchang Ren; Hang Fu; Genyun Sun (J. Frankl. Inst., 2025)