A Method for Target Detection Based on Synthetic Samples of Digital Twins. - Zhe Dong; Yue Yang; Anqi Wang; Tianxu Wu (IEEE Access, 2024)

Few-shot object detection: Research advances and challenges. - Zhimeng Xin; Shiming Chen 002; Tianxu Wu; Yuanjie Shao; Weiping Ding 001; Xinge You (Inf. Fusion, 2024)

ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection. - Zhimeng Xin; Tianxu Wu; Shiming Chen 002; Yixiong Zou; Ling Shao 001; Xinge You (IEEE Trans. Image Process., 2024)

Toward Realistic Camouflaged Object Detection: Benchmarks and Method. - Zhimeng Xin; Tianxu Wu; Shiming Chen 002; Shuo Ye; Zijing Xie; Yixiong Zou; Xinge You; Yufei Guo (CoRR, 2025)

Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions. - Tianxu Wu; Shuo Ye; Shuhuang Chen; Qinmu Peng; Xinge You (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Few-Shot Object Detection via Spatial-Channel State Space Model. - Zhimeng Xin; Tianxu Wu; Yixiong Zou; Shiming Chen 002; Dingjie Fu; Xinge You (CoRR, 2025)