Xiao Zhang

35 papers A* 1Journal 16Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A complex system approach to decode different learning patterns in programming between majors: score, engagement, and problem-solving efficiency.
Smart Learn. Environ.
Zhizezhang Gao, Haochen Yan, Ying Huang, Xiao Zhang, Mohammed Saqr, Xia Sun, Jun Feng
2026 J jnl
Following the Diagnostic Trace: Visual Cognition-guided Cooperative Network for Chest X-Ray Diagnosis.
CoRR
Shaoxuan Wu, Jingkun Chen, Chong Ma, Cong Shen, Xiao Zhang, Jun Feng
2026 J jnl
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Vicente Grau, Jungong Han
2026 J jnl
TABNet: A Triplet Augmentation Self-recovery framework with Boundary-aware Pseudo-labels for scribble-based medical image segmentation.
Image Vis. Comput.
Peilin Zhang, Shaoxuan Wu, Jun Feng, Zhuo Jin, Zhizezhang Gao, Jingkun Chen, Yaqiong Xing, Xiao Zhang
2025 — conf
A Coarse-to-Fine Progressive Ensemble Framework for Coronary Artery Labeling.
BIBM
Guansheng Peng, Zhuo Jin, Shaoxuan Wu, Yuhao Dong, Ying Huang, Xiao Zhang, Jun Feng
2025 J jnl
A Neighbor-Sensitive Multi-Modal Flexible Learning Framework for Improved Prostate Tumor Segmentation in Anisotropic MR Images.
IEEE Trans. Biomed. Eng.
Runqi Meng, Jingli Chen, Kaicong Sun, Qianqian Chen, Xiao Zhang, Ling Dai, Yuning Gu, Guangyu Wu, Dinggang Shen
2025 J jnl
Exploring Unbiased Activation Maps for Weakly Supervised Tissue Segmentation of Histopathological Images.
IEEE Trans. Medical Imaging
Yuxin Kang, Hansheng Li, Xiaoshuang Shi, Xiao Zhang, Yaqiong Xing, Yuting Wen, Yi Wang, Lei Cui, Jun Feng, Lin Yang
2025 J jnl
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.
CoRR
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Tao Tan, Vicente Grau, Jungong Han
2025 — conf
Graph-Based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation.
MICCAI (4)
Shaoxuan Wu, Jingkun Chen, Zhuo Jin, Peilin Zhang, Zhizezhang Gao, Jun Feng, Xiao Zhang, Dinggang Shen
2025 J jnl
HELPNet: Hierarchical perturbations consistency and entropy-guided ensemble for scribble supervised medical image segmentation.
Medical Image Anal.
Xiao Zhang, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen, Jun Feng
2025 J jnl
PASC-Net:Plug-and-play Shape Self-learning Convolutions Network with Hierarchical Topology Constraints for Vessel Segmentation.
CoRR
Xiao Zhang, Zhuo Jin, Shaoxuan Wu, Fengyu Wang, Guansheng Peng, Xiang Zhang, Ying Huang, Jingkun Chen, Jun Feng
2025 J jnl
TABNet: A Triplet Augmentation Self-Recovery Framework with Boundary-Aware Pseudo-Labels for Medical Image Segmentation.
CoRR
Peilin Zhang, Shaouxan Wua, Jun Feng, Zhuo Jin, Zhizezhang Gao, Jingkun Chen, Yaqiong Xing, Xiao Zhang
2025 — conf
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging.
AAAI Bridge Program
Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2025 J jnl
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging.
CoRR
Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau
2025 — conf
Vascular-Topology-Aware Deep Structure Matching for 2D DSA and 3D CTA Rigid Registration.
IPMI (1)
Xiaosong Xiong, Caiwen Jiang, Peng Wu, Xiao Zhang, Yanli Song, Xinyi Zhang, Ze Tao, Dijia Wu, Dinggang Shen
2024 — conf
A Self-Attention Network With Position-Prior Guided Feature Mapping And Clustering For 3D Pancreas Segnentation.
ISBI
Kaiyang Fan, Min Zhang, Shouhai Xia, Junli Du, Pan Yang, Xiao Zhang, Jun Feng
2024 J jnl
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation.
IEEE Trans. Medical Imaging
Xiao Zhang, Kaicong Sun, Dijia Wu, Xiaosong Xiong, Jiameng Liu, Linlin Yao, Shufang Li, Yining Wang, Jun Feng, Dinggang Shen
2024 — conf
Discontinuity-Aware Coronary Artery Segmentation on CCTA Image.
ISBI
Xiaosong Xiong, Xiao Zhang, Caiwen Jiang, Jiameng Liu, Zhiming Cui, Dijia Wu, Dinggang Shen
2024 — conf
Gaze-Directed Vision GNN for Mitigating Shortcut Learning in Medical Image.
MICCAI (1)
Shaoxuan Wu, Xiao Zhang, Bin Wang, Zhuo Jin, Hansheng Li, Jun Feng
2024 J jnl
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image.
CoRR
Shaoxuan Wu, Xiao Zhang, Bin Wang, Zhuo Jin, Hansheng Li, Jun Feng
2024 J jnl
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation.
CoRR
Xiao Zhang, Shaoxuan Wu, Peilin Zhang, Zhuo Jin, Xiaosong Xiong, Qirong Bu, Jingkun Chen, Jun Feng
2024 A* conf
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images.
AAAI
Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen
2024 — conf
Predicting the Cell-level PD-L1 Expression Status from H&E-stained Histopathological Slide.
EMBC
Mo Zhou, Hansheng Li, Zhizezhang Gao, Mengxin Lu, Xiao Zhang, Yuxin Kang, Lei Cui, Jun Feng, Lin Yang
2024 — conf
SACH-Net: Shape-Adaptive Convolution and Hierarchical Topology Constraints Framework for Coronary Artery Segmentation.
EMBC
Zhuo Jin, Shaoxuan Wu, Zhizezhang Gao, Xiaosong Xiong, Xiao Zhang, Jun Feng
2024 — conf
Scribble-Based Medical Image Segmentation via Shape Perturbation Consistency and Boundary Enhancement Constraint.
ISBI
Shaoxuan Wu, Xiao Zhang, Ying Huang, Xia Sun, Jun Feng
2023 — conf
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images.
MICCAI (3)
Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen
2023 — conf
Location-Guided Multi-Modality Collaborative Learning for Prostate Tumor Segmentation.
ISBI
Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guangyu Wu, Guiqin Liu, Dinggang Shen
2023 — conf
PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model.
MICCAI (1)
Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen
2023 — conf
SPR-Net: Structural Points Based Registration for Coronary Arteries Across Systolic and Diastolic Phases.
MICCAI (7)
Xiao Zhang, Feihong Liu, Yuning Gu, Xiaosong Xiong, Caiwen Jiang, Jun Feng, Dinggang Shen
2023 — conf
Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening.
ISBI
Jiyuan Liu, Xiao Zhang, Dongdong Gu, Xi Ouyang, Jiadong Zhang, Xuming He, Dinggang Shen, Zhong Xue
2023 J jnl
TaG-Net: Topology-Aware Graph Network for Centerline-Based Vessel Labeling.
IEEE Trans. Medical Imaging
Linlin Yao, Feng Shi, Sheng Wang, Xiao Zhang, Zhong Xue, Xiaohuan Cao, Yiqiang Zhan, Lizhou Chen, Yuntian Chen, Bin Song, Qian Wang, Dinggang Shen
2022 — conf
Location-Guided Coarse-to-Fine Network for Whole Heart Segmentation.
ISBI
Xiang Zhang, Xiao Zhang, Hangzai Luo, Sheng Zhong, Lei Tang
2022 — conf
Progressive Deep Segmentation of Coronary Artery via Hierarchical Topology Learning.
MICCAI (5)
Xiao Zhang, Jingyang Zhang, Lei Ma, Peng Xue, Yan Hu, Dijia Wu, Yiqiang Zhan, Jun Feng, Dinggang Shen
2021 — conf
CorLab-Net: Anatomical Dependency-Aware Point-Cloud Learning for Automatic Labeling of Coronary Arteries.
MLMI@MICCAI
Xiao Zhang, Zhiming Cui, Jun Feng, Yanli Song, Dijia Wu, Dinggang Shen
2020 J jnl
Context-Aware Superpixel and Bilateral Entropy - Image Coherence Induces Less Entropy.
Entropy
Feihong Liu, Xiao Zhang, Hongyu Wang, Jun Feng