Chen, Guilian

6 publications

ICLR 2026 HFSTI-Net: Hierarchical Frequency-Spatial-Temporal Interactions for Video Polyp Segmentation Yuanqin He, Guilian Chen, Yuhua Zhang, Huisi Wu, Jing Qin

ICLR 2026 WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception Yuhua Zhang, Guilian Chen, Yuanqin He, Huisi Wu, Jing Qin

CVPR 2025 CSC-PA: Cross-Image Semantic Correlation via Prototype Attentions for Single-Network Semi-Supervised Breast Tumor Segmentation Zhenhui Ding, Guilian Chen, Qin Zhang, Huisi Wu, Jing Qin

ICCV 2025 RA-BUSSeg: Relation-Aware Semi-Supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-Layer Alignment Wanting Zhang, Zhenhui Ding, Guilian Chen, Huisi Wu, Jing Qin

ICCV 2025 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-Aligned Temporal Modeling and Discriminative Dynamic Representation Learning Guilian Chen, Huisi Wu, Jing Qin

ICCV 2021 Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin