Mixed Transformer U-Net for Medical Image Segmentation. - Hongyi Wang 002; Shiao Xie; Lanfen Lin; Yutaro Iwamoto; Xian-Hua Han; Yen-Wei Chen 001; Ruofeng Tong 001 (ICASSP, 2022)

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation. - Huimin Huang 002; Shiao Xie; Lanfen Lin; Yutaro Iwamoto; Xian-Hua Han; Yen-Wei Chen 001; Ruofeng Tong 001 (IJCAI, 2022)

ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation. - Huimin Huang 002; Shiao Xie; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Hong Wang 021; Yuexiang Li; Yawen Huang; Yefeng Zheng 001 (AAAI, 2023)

SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation. - Huimin Huang 002; Shiao Xie; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Yuexiang Li; Hong Wang 021; Yawen Huang; Yefeng Zheng 001 (CVPR, 2023)

MedFCT: A Frequency Domain Joint CNN-Transformer Network for Semi-supervised Medical Image Segmentation. - Shiao Xie; Huimin Huang 002; Ziwei Niu; Lanfen Lin; Yen-Wei Chen 001 (ICME, 2023)

SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation. - Shuyi Ouyang; Hongyi Wang 002; Shiao Xie; Ziwei Niu; Ruofeng Tong 001; Yen-Wei Chen 001; Lanfen Lin (IJCAI, 2023)

Semi-Supervised Convolutional Vision Transformer with Bi-Level Uncertainty Estimation for Medical Image Segmentation. - Huimin Huang 002; Yawen Huang; Shiao Xie; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Yuexiang Li; Yefeng Zheng 001 (ACM Multimedia, 2023)

HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification. - Shuyi Ouyang; Hongyi Wang 002; Ziwei Niu; Zhenjia Bai; Shiao Xie; Yingying Xu; Ruofeng Tong 001; Yen-Wei Chen 001; Lanfen Lin (ACM Multimedia, 2023)

IS2Net: Intra-domain Semantic and Inter-domain Style Enhancement for Semi-supervised Medical Domain Generalization. - Shiao Xie; Ziwei Niu; Huimin Huang 002; Hao Sun 013; Rui Qin; Yen-Wei Chen 001; Lanfen Lin (ACM Multimedia, 2023)

Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation. - Huimin Huang 002; Yawen Huang; Shiao Xie; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Yuexiang Li; Yefeng Zheng 001 (AAAI, 2024)

IRLSG: Invariant Representation Learning for Single-Domain Generalization in Medical Image Segmentation. - Ziwei Niu; Hao Sun 013; Shuyi Ouyang; Shiao Xie; Yen-Wei Chen 001; Ruofeng Tong 001; Lanfen Lin (ICASSP, 2024)

SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation. - Shiao Xie; Hongyi Wang 002; Ziwei Niu; Hao Sun 013; Shuyi Ouyang; Yen-Wei Chen 001; Lanfen Lin (CoRR, 2024)