Publications

InstanceBench: Diagnosing Referential Reasoning and Target Identity in Referring Expression Segmentation
Yuchen Li, Shaoyang Zhou, Yiran Wang, Ruiyi Deng, Haoyu Wang, Ziru Wei, Zhen Zhao, Luping Zhou
arXiv preprint, 2026.
Paper

DAR-Net: Resolving visual and semantic ambiguity for open-vocabulary camouflaged object segmentation
Xiaoao Zhou^*, Yuchen Li^*, Yi Liu, Kunpeng Wang, Chengxin Li, Shuyi Liu, Shoukun Xu
Journal of Visual Communication and Image Representation, 2026.
Paper
^* Equal contribution.

Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment
Yuchen Li, Ziru Wei, Zhen Zhao, Yi Liu, Luping Zhou
arXiv preprint, 2026.
Paper

Am-sam: a spatially-aware prompt learning and mask calibration framework for few-shot semantic segmentation
Yuchen Li, Li Zhang, Youwei Liang, Pengtao Xie
International Journal of Machine Learning and Cybernetics, 2026.
Paper

TKGAT: Graph attention network for knowledge-enhanced tag-aware recommendation system
Beilun Wang, Haoqing Xu, Chunshu Li, Yuchen Li, Meng Wang
Knowledge-Based Systems, 2022.
Paper