Cross-Modal Remote Sensing Image Retrieval Via Intra- and Inter-Modal Feature Matching. - Fanglong Yao; Nayu Liu; Peiguang Li; Dongshuo Yin; Chenglong Liu; Xian Sun (IGARSS, 2022)

Statistical Sample Selection and Multivariate Knowledge Mining for Lightweight Detectors in Remote Sensing Imagery. - Yiran Yang; Xian Sun; Wenhui Diao; Dongshuo Yin; Zhujun Yang; Xinming Li (IEEE Trans. Geosci. Remote. Sens., 2022)

1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions. - Dongshuo Yin; Yiran Yang; Zhechao Wang; Hongfeng Yu; Kaiwen Wei; Xian Sun (CVPR, 2023)

Beyond the limitation of monocular 3D detector via knowledge distillation. - Yiran Yang; Dongshuo Yin; Xuee Rong; Xian Sun; Wenhui Diao; Xinming Li (ICCV, 2023)

Adapter is All You Need for Tuning Visual Tasks. - Dongshuo Yin; Leiyi Hu; Bin Li 038; Youqun Zhang (CoRR, 2023)

Optimal Partition Assignment for Universal Object Detection. - Yiran Yang; Xian Sun; Wenhui Diao; Xuee Rong; Shiyao Yan; Dongshuo Yin; Xinming Li (IEEE Trans. Multim., 2023)

GAL: Graph-Induced Adaptive Learning for Weakly Supervised 3D Object Detection. - Dongshuo Yin; Hongfeng Yu; Nayu Liu; Fanglong Yao; Qibin He; Jihao Li; Yiran Yang; Shiyao Yan; Xian Sun (IEEE Trans. Intell. Transp. Syst., 2023)

Parameter-efficient is not Sufficient: Exploring Parameter, Memory, and Time Efficient Adapter Tuning for Dense Predictions. - Dongshuo Yin; Xueting Han; Bin Li 038; Hao Feng; Jing Bai 010 (ACM Multimedia, 2024)

TEA: A Training-Efficient Adapting Framework for Tuning Foundation Models in Remote Sensing. - Leiyi Hu; Wanxuan Lu; Hongfeng Yu; Dongshuo Yin; Xian Sun; Kun Fu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

AiRs: Adapter in Remote Sensing for Parameter-Efficient Transfer Learning. - Leiyi Hu; Hongfeng Yu; Wanxuan Lu; Dongshuo Yin; Xian Sun; Kun Fu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks. - Dongshuo Yin; Leiyi Hu; Bin Li 038; Youqun Zhang; Xue Yang (CVPR, 2025)

DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models. - Junhao Xia; Chaoyang Zhang; Yecheng Zhang; Chengyang Zhou; Zhichang Wang; Bochun Liu; Dongshuo Yin (CoRR, 2025)