Yongheng Sun

According to our database, Yongheng Sun authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment.

Yuzhen Gao, Qianqian Wang, Yongheng Sun, Cui Wang, Yongquan Liang, Mingxia Liu

CoRR, July, 2025

Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis from Multimodal Brain Imaging.

Meimei Yang, Yongheng Sun, Qianqian Wang, Andrea Bozoki, Maureen Kohi, Mingxia Liu

CoRR, July, 2025

MetaExplainer: Revisit domain generalization of functional connectome analyses from the perspective of explainability.

Xinmei Qiu, Yongheng Sun, Yilin Shi, Xujun Duan, Fan Wang, Jianhua Ma

Medical Image Anal., 2025

R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation.

Yongheng Sun, Yueh Z. Lee, Genevieve A. Woodard, Hongtu Zhu, Chunfeng Lian, Mingxia Liu

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation.

Yongheng Sun, Mingxia Liu, Chunfeng Lian

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation.

Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu

Medical Image Anal., 2024

Towards Graph Neural Networks with Domain-Generalizable Explainability for fMRI-Based Brain Disorder Diagnosis.

Xinmei Qiu, Fan Wang, Yongheng Sun, Chunfeng Lian, Jianhua Ma

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis.

Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu

Expert Syst. Appl., November, 2023

MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation.

Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian

Pattern Recognit., July, 2023

Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning.

Zehua Ren, Yongheng Sun, Miaomiao Wang, Yuying Feng, Xianjun Li, Chao Jin, Jian Yang, Chunfeng Lian, Fan Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan.

Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation.

Yongheng Sun, Duwei Dai, Songhua Xu

Medical Image Anal., 2022

2021

Binaural sound source localization based on weighted template matching.

Hong Liu, Yongheng Sun, Ge Yang, Yang Chen

CAAI Trans. Intell. Technol., 2021

2020

3D Audio-Visual Speaker Tracking with A Novel Particle Filter.

Hong Liu, Yongheng Sun, Yidi Li, Bing Yang

Proceedings of the 25th International Conference on Pattern Recognition, 2020