Frame as Video Clip: Proposal-Free Moment Retrieval by Semantic Aligned Frames. - Mingzhu Shi; Yuhao Su; Xinhui Lin; Bin Zao; Siqi Kong; Muxian Tan (IEEE Trans. Ind. Informatics, 2024)

TPSC:Text-guided Parameter-Efficient Fine-Tuning Segmentation for object counting. - Mingzhu Shi; Xinhui Lin; Yujiao Cai; Lei Liu; Wenxin Zhang; Yuhao Su (Neurocomputing, 2025)

SEACount: Semantic-driven Exemplar query Attention framework for image boosting class-agnostic Counting in Internet of Things. - Xinhui Lin; Mingzhu Shi; Yuhao Su; Wenxin Zhang; Yujiao Cai; Lei Liu; Zhaowei Liu (Internet Things, 2025)