Tong Zhang

45 papers A* 3Journal 20Unranked 21
YearRankTypeTitle / Venue / Authors
2026 A* conf
Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models.
AAAI
Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang
2026 J jnl
Switch-UMamba: Dynamic scanning vision Mamba UNet for medical image segmentation.
Medical Image Anal.
Ziyao Zhang, Qiankun Ma, Tong Zhang, Jie Chen, Hairong Zheng, Wen Gao
2025 J jnl
Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models.
CoRR
Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang
2025 J jnl
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning.
CoRR
Dexia Chen, Qianjie Zhu, Weibing Li, Yue Yu, Tong Zhang, Ruixuan Wang
2025 J jnl
Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation.
Medical Image Anal.
Yang Yang, Guoying Sun, Tong Zhang, Ruixuan Wang, Jingyong Su
2025 A* conf
Test-Time Adaptation of Medical Vision-Language Models with Mixture of Modality Experts.
ACM Multimedia
Hancong Wang, Yue Yu, Hairong Zheng, Tong Zhang
2025 J jnl
Towards Real-time Structural Dynamics Simulation with Graph-based Digital Twin Modelling.
CoRR
Jun Zhang, Tong Zhang, Ying Wang
2024 — conf
C2RG: Parameter-efficient Adaptation of 3D Vision and Language Foundation Model for Coronary CTA Report Generation.
BIBM
Zhiyu Ye, Yue Sun, Wei Shi, Bang Yang, Shibin Wu, Hancong Wang, Cheng Xu, Hairong Zheng, Yining Wang, Tong Zhang
2024 J jnl
Continual Learning of Image Classes With Language Guidance From a Vision-Language Model.
IEEE Trans. Circuits Syst. Video Technol.
Wentao Zhang, Yujun Huang, Weizhuo Zhang, Tong Zhang, Qicheng Lao, Yue Yu, Wei-Shi Zheng, Ruixuan Wang
2024 — conf
MAKEN: Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models.
ISBI
Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang
2024 — conf
PCLmed: Champion Solution for ImageCLEFmedical 2024 Caption Prediction Challenge via Medical Vision-Language Foundation Models.
CLEF (Working Notes)
Bang Yang, Yue Yu, Yuexian Zou, Tong Zhang
2024 — conf
SiFT: A Serial Framework with Textual Guidance for Federated Learning.
MICCAI (10)
Xuyang Li, Weizhuo Zhang, Yue Yu, Wei-Shi Zheng, Tong Zhang, Ruixuan Wang
2024 A* conf
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection.
AAAI
Jiankang Chen, Tong Zhang, Wei-Shi Zheng, Ruixuan Wang
2024 J jnl
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection.
CoRR
Jiankang Chen, Tong Zhang, Wei-Shi Zheng, Ruixuan Wang
2023 J jnl
A deep transfer learning network for structural condition identification with limited real-world training data.
CoRR
Nengxin Bao, Tong Zhang, Ruizhi Huang, Suryakanta Biswal, Jingyong Su, Ying Wang
2023 — conf
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases.
MICCAI (2)
Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang
2023 J jnl
Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases.
CoRR
Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang
2023 — conf
Adapting Pre-Trained Visual and Language Models for Medical Image Question Answering.
CLEF (Working Notes)
Siqi Wang, Wenshuo Zhou, Yehui Yang, Haifeng Huang, Zhiyu Ye, Tong Zhang, Dalu Yang
2023 — conf
CardiacSeg: Customized Pre-training Volumetric Transformer with Scaling Pyramid for 3D Cardiac Segmentation.
STACOM@MICCAI
Zhiyu Ye, Hairong Zheng, Tong Zhang
2023 J jnl
Customizing General-Purpose Foundation Models for Medical Report Generation.
CoRR
Bang Yang, Asif Raza, Yuexian Zou, Tong Zhang
2023 J jnl
Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models.
CoRR
Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang
2023 — conf
PCLmed at ImageCLEFmedical 2023: Customizing General-Purpose Foundation Models for Medical Report Generation.
CLEF (Working Notes)
Bang Yang, Asif Raza, Yuexian Zou, Tong Zhang
2023 — conf
Partial-Labeled Abdominal Organ and Cancer Segmentation via Cascaded Dual-Decoding U-Net.
FLARE@MICCAI
Zhiyu Ye, Hairong Zheng, Tong Zhang
2023 — conf
Semi-supervised Medical Image Segmentation via Feature-perturbed Consistency.
BIBM
Yang Yang, Ruixuan Wang, Tong Zhang, Jingyong Su
2023 J jnl
Two-Person Graph Convolutional Network for Skeleton-Based Human Interaction Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Zhengcen Li, Yueran Li, Linlin Tang, Tong Zhang, Jingyong Su
2022 — conf
CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter.
PRCV (1)
Bang Yang, Tong Zhang, Yuexian Zou
2022 — conf
Consensus-Guided Keyword Targeting for Video Captioning.
PRCV (3)
Puzhao Ji, Bang Yang, Tong Zhang, Yuexian Zou
2022 — conf
GNN-Based Structural Dynamics Simulation for Modular Buildings.
PRCV (3)
Jun Zhang, Tong Zhang, Ying Wang
2022 — conf
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark Under Heterogeneous AI Computing Platforms.
PRCV (1)
Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang
2022 J jnl
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms.
CoRR
Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang
2022 — conf
Rethinking the Optimization Process for Self-supervised Model-Driven MRI Reconstruction.
MLMIR@MICCAI
Weijian Huang, Cheng Li, Wenxin Fan, Ziyao Zhang, Tong Zhang, Yongjin Zhou, Qiegen Liu, Shanshan Wang
2022 J jnl
Two-person Graph Convolutional Network for Skeleton-based Human Interaction Recognition.
CoRR
Zhengcen Li, Yueran Li, Linlin Tang, Tong Zhang, Jingyong Su
2021 — conf
EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography.
MICCAI (7)
Jiancong Chen, Yingying Zhang, Jingyi Wang, Xiaoxue Zhou, Yihua He, Tong Zhang
2021 J jnl
EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography.
CoRR
Jiancong Chen, Yingying Zhang, Jingyi Wang, Xiaoxue Zhou, Yihua He, Tong Zhang
2021 J jnl
Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning.
CoRR
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang
2021 — conf
Towards Unbiased Covid-19 Lesion Localisation And Segmentation Via Weakly Supervised Learning.
ISBI
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang
2020 J jnl
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI.
IEEE Trans. Medical Imaging
Alena Uus, Tong Zhang, Laurence H. Jackson, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2019 — conf
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.
MLMIR@MICCAI
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2019 J jnl
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging.
CoRR
Tong Zhang, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez
2019 — conf
Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images.
MICCAI (5)
Veronika A. Zimmer, Alberto Gómez, Emily Skelton, Nicolas Toussaint, Tong Zhang, Bishesh Khanal, Robert Wright, Yohan Noh, Alison Ho, Jacqueline Matthew, Joseph V. Hajnal, Julia A. Schnabel
2016 — —
An integrated framework for magnetic resonance image reconstruction and segmentation.
Tong Zhang
2014 J jnl
A clonal selection based approach to statistical brain voxel classification in magnetic resonance images.
Neurocomputing
Tong Zhang, Yong Xia, David Dagan Feng
2014 J jnl
Hidden Markov random field model based brain MR image segmentation using clonal selection algorithm and Markov chain Monte Carlo method.
Biomed. Signal Process. Control.
Tong Zhang, Yong Xia, David Dagan Feng
2012 — conf
A deformable cosegmentation algorithm for brain MR images.
EMBC
Tong Zhang, Yong Xia, David Dagan Feng
2011 — conf
Clonal Selection Algorithm for Gaussian Mixture Model Based Segmentation of 3D Brain MR Images.
IScIDE
Tong Zhang, Yong Xia, David Dagan Feng