Yongheng Sun

27 papers A* 1B 1Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
DuMeta++: Spatiotemporal Dual Meta-Learning for Generalizable Few-Shot Brain Tissue Segmentation Across Diverse Ages.
CoRR
Yongheng Sun, Jun Shu, Jianhua Ma, Fan Wang
2026 J jnl
Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis From Multimodal Brain Imaging.
IEEE Trans. Pattern Anal. Mach. Intell.
Meimei Yang, Yongheng Sun, Qianqian Wang, Andrea Bozoki, Maureen Kohi, Mingxia Liu
2026 J jnl
Learning from heterogeneous structural MRI via collaborative domain adaptation for late-Life depression assessment.
Neural Networks
Yuzhen Gao, Qianqian Wang, Yongheng Sun, Cui Wang, Yongquan Liang, Mingxia Liu
2026 J jnl
MGAEPL: Multi-Granularity Automated and Editable Prompt Learning for brain tumor segmentation.
Pattern Recognit.
Yongheng Sun, Mingxia Liu, Chunfeng Lian
2026 J jnl
RelA-Diffusion: Relativistic Adversarial Diffusion for Multi-Tracer PET Synthesis from Multi-Sequence MRI.
CoRR
Minhui Yu, Yongheng Sun, David S. Lalush, Jason P. Mihalik, Pew-Thian Yap, Mingxia Liu
2026 J jnl
Unified Multi-Site Multi-Sequence Brain MRI Harmonization Enriched by Biomedical Semantic Style.
CoRR
Mengqi Wu, Yongheng Sun, Qianqian Wang, Pew-Thian Yap, Mingxia Liu
2025 — conf
AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation.
ISBI
Yongheng Sun, Mingxia Liu, Chunfeng Lian
2025 J jnl
HIG-Syn: a hypergraph and interaction-aware multigranularity network for predicting synergistic drug combinations.
Bioinform.
Yuexi Gu, Jian Zu, Yongheng Sun, Louxin Zhang
2025 — conf
Hyperbolic Kernel GCN with Structure-Function Connectivity Coupling for Neurocognitive Impairment Analysis.
MICCAI (12)
Meimei Yang, Yongheng Sun, Qianqian Wang, Wei Wang, Hong-Jun Li, Mingxia Liu
2025 J jnl
Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis from Multimodal Brain Imaging.
CoRR
Meimei Yang, Yongheng Sun, Qianqian Wang, Andrea Bozoki, Maureen Kohi, Mingxia Liu
2025 J jnl
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment.
CoRR
Yuzhen Gao, Qianqian Wang, Yongheng Sun, Cui Wang, Yongquan Liang, Mingxia Liu
2025 J jnl
MetaExplainer: Revisit domain generalization of functional connectome analyses from the perspective of explainability.
Medical Image Anal.
Xinmei Qiu, Yongheng Sun, Yilin Shi, Xujun Duan, Fan Wang, Jianhua Ma
2025 — conf
Prompt-Driven Multi-view Representation Learning for Clinical Progression Prediction of Significant Memory Concern.
GRAIL/RIME@MICCAI
Cui Wang, Yongheng Sun, Minhui Yu, Yuzhen Gao, Mingxia Liu
2025 — conf
R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation.
ISBI
Yongheng Sun, Yueh Z. Lee, Genevieve A. Woodard, Hongtu Zhu, Chunfeng Lian, Mingxia Liu
2024 J jnl
AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation.
CoRR
Yongheng Sun, Mingxia Liu, Chunfeng Lian
2024 J jnl
I2U-Net: A dual-path U-Net with rich information interaction for medical image segmentation.
Medical Image Anal.
Duwei Dai, Caixia Dong, Qingsen Yan, Yongheng Sun, Chunyan Zhang, Zongfang Li, Songhua Xu
2024 J jnl
R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation.
CoRR
Yongheng Sun, Yueh Z. Lee, Genevieve A. Woodard, Hongtu Zhu, Chunfeng Lian, Mingxia Liu
2024 — conf
Towards Graph Neural Networks with Domain-Generalizable Explainability for fMRI-Based Brain Disorder Diagnosis.
MICCAI (2)
Xinmei Qiu, Fan Wang, Yongheng Sun, Chunfeng Lian, Jianhua Ma
2023 A* conf
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan.
ICCV
Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian
2023 J jnl
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan.
CoRR
Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian
2023 J jnl
Effectively fusing clinical knowledge and AI knowledge for reliable lung nodule diagnosis.
Expert Syst. Appl.
Duwei Dai, Yongheng Sun, Caixia Dong, Qingsen Yan, Zongfang Li, Songhua Xu
2023 J jnl
MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation.
Pattern Recognit.
Yongheng Sun, Duwei Dai, Qianni Zhang, Yaqi Wang, Songhua Xu, Chunfeng Lian
2023 — conf
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning.
MICCAI (5)
Zehua Ren, Yongheng Sun, Miaomiao Wang, Yuying Feng, Xianjun Li, Chao Jin, Jian Yang, Chunfeng Lian, Fan Wang
2023 J jnl
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning.
CoRR
Zehua Ren, Yongheng Sun, Miaomiao Wang, Yuying Feng, Xianjun Li, Chao Jin, Jian Yang, Chunfeng Lian, Fan Wang
2022 J jnl
Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation.
Medical Image Anal.
Yongheng Sun, Duwei Dai, Songhua Xu
2021 J jnl
Binaural sound source localization based on weighted template matching.
CAAI Trans. Intell. Technol.
Hong Liu, Yongheng Sun, Ge Yang, Yang Chen
2020 B conf
3D Audio-Visual Speaker Tracking with A Novel Particle Filter.
ICPR
Hong Liu, Yongheng Sun, Yidi Li, Bing Yang