Huimin Huang

According to our database, Huimin Huang authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions.

Yawen Huang, Huimin Huang, Hao Zheng, Yuexiang Li, Feng Zheng, Xiantong Zhen, Yefeng Zheng

Int. J. Comput. Vis., July, 2025

NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation.

Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

FPGA Oriented Lightweight Deep Learning Inference for Liver Cancer Segmentation.

Yingying Xu, Yinjie Wang, Qingqing Chen, Hongjie Hu, Huimin Huang, Lanfen Lin, Yen-Wei Chen, Jingsong Li, Hongxiang Lin

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models.

Huimin Huang, Yawen Huang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hao Zheng, Yuexiang Li, Yefeng Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation.

Huimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

IS2Net: Intra-domain Semantic and Inter-domain Style Enhancement for Semi-supervised Medical Domain Generalization.

Shiao Xie, Ziwei Niu, Huimin Huang, Hao Sun, Rui Qin, Yen-Wei Chen, Lanfen Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semi-Supervised Convolutional Vision Transformer with Bi-Level Uncertainty Estimation for Medical Image Segmentation.

Huimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

MedFCT: A Frequency Domain Joint CNN-Transformer Network for Semi-supervised Medical Image Segmentation.

Shiao Xie, Huimin Huang, Ziwei Niu, Lanfen Lin, Yen-Wei Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation.

Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Hong Wang, Yawen Huang, Yefeng Zheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation.

Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hong Wang, Yuexiang Li, Yawen Huang, Yefeng Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

MTL-ABS³Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images.

Huimin Huang, Qingqing Chen, Lanfen Lin, Ming Cai, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen, Ruofeng Tong, Hongjie Hu

IEEE J. Biomed. Health Informatics, 2022

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image Segmentation.

Huimin Huang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Medical Image Segmentation With Deep Atlas Prior.

Huimin Huang, Han Zheng, Lanfen Lin, Ming Cai, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong

IEEE Trans. Medical Imaging, 2021

Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting.

Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

3D Graph-S²Net: Shape-Aware Self-ensembling Network for Semi-supervised Segmentation with Bilateral Graph Convolution.

Huimin Huang, Nan Zhou, Lanfen Lin, Hongjie Hu, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Graph-BAS³Net: Boundary-Aware Semi-Supervised Segmentation Network with Bilateral Graph Convolution.

Huimin Huang, Lanfen Lin, Yue Zhang, Yingying Xu, Jing Zheng, Xiongwei Mao, Xiaohan Qian, Zhiyi Peng, Jianying Zhou, Yen-Wei Chen, Ruofeng Tong

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Graph-Based Pyramid Global Context Reasoning With a Saliency- Aware Projection for Covid-19 Lung Infections Segmentation.

Huimin Huang, Ming Cai, Lanfen Lin, Jing Zheng, Xiongwei Mao, Xiaohan Qian, Zhiyi Peng, Jianying Zhou, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

WNET: An End-to-End Atlas-Guided and Boundary-Enhanced Network for Medical Image Segmentation.

Huimin Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Jian Wu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation.

Huimin Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Jian Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020