publications

The sign _#_ means co-first author, and the sign _*_ means corresponding author.

2025

  1. AAAI
    MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint
    Qiang Hu, Zhenyu Yi, Ying Zhou, Fan Huang, Mei Liu, Qiang Li, and Zhiwei Wang*
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
  2. ICASSP
    DACAT: Dual-stream Adaptive Clip-aware Time Modeling for Robust Online Surgical Phase Recognition
    Kaixiang Yang, Qiang Li, and Zhiwei Wang*
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
  3. ICASSP
    First-frame Supervised Video Polyp Segmentation via Propagative and Semantic Dual-teacher Network
    Qiang Hu, Mei Liu, Qiang Li, and Zhiwei Wang*
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
  4. ICASSP
    SPNet: Sparse-mask Prompt-learning Network for Cerebrovascular Segmentation
    Wenqi Shan, Qiang Li*, and Zhiwei Wang*
    In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
  5. NN
    Toward high-quality pseudo masks from noisy or weak annotations for robust medical image segmentation
    Zihang Huang, Zhiwei Wang, Tianyu Zhao, Xiaohuan Ding, and Xin Yang
    Neural Networks, 2025

2024

  1. TMI
    Robust Semi-supervised 3D Medical Image Segmentation with Diverse Joint-task Learning and Decoupled Inter-student Learning
    Quan Zhou, Bin Yu, Feng Xiao, Mingyue Ding, Zhiwei Wang*, and Xuming Zhang*
    IEEE Transactions on Medical Imaging, 2024
  2. MICCAI Oral
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation
    Qiang Hu, Zhenyu Yi, Ying Zhou, Fang Peng, Mei Liu, Qiang Li*, and Zhiwei Wang*
    In International conference on medical image computing and computer-assisted intervention, 2024
  3. MICCAI Poster
    Noise Removed Inconsistency Activation Map for Unsupervised Registration of Brain Tumor MRI between Pre-operative and Follow-up Phases
    Chongwei Wu, Xiaoyu Zeng, Hao Wang, Xu Zhang, Wei Fang, Qiang Li*, and Zhiwei Wang*
    In International conference on medical image computing and computer-assisted intervention, 2024
  4. BIBM Oral
    Improved Self-supervised Monocular Endoscopic Depth Estimation based on Pose Alignment-friendly Dynamic View Selection
    Ying Zhou#, Shiquan He#, Hao Wang, Fan Huang, Mei Liu, Qiang Li*, and Zhiwei Wang*
    In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
  5. BIBM Oral
    Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation
    Kaixiang Yang#, Wenqi Shan#, Xikai Yang, Xi Wang, Pheng-Ann Heng, Qiang Li*, and Zhiwei Wang*
    In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
  6. MedIA in Revision
    MonoPCC: Photometric-invariant Cycle Constraint for Monocular Depth Estimation of Endoscopic Images
    Zhiwei Wang#, Ying Zhou#, Shiquan He, Ting Li, Fan Huang, Qiang Ding, Xinxia Feng, Mei Liu, and Qiang Li*
    Medical image analysis, 2024
  7. JBHI
    Fine-grained Temporal Site Monitoring in EGD Streams via Visual Time-aware Embedding and Vision-text Asymmetric Coworking
    Fang Peng#, Hongkuan Shi#, Shiquan He#, Qiang Hu, Ting Li, Fan Huang, Xinxia Feng, Mei Liu, Jiazhi Liao, Qiang Li*, and Zhiwei Wang*
    IEEE Journal of Biomedical and Health Informatics, 2024
  8. JBHI in Revision
    Boosting Few-shot Semantic Segmentation of 3D Medical Images via Collaborative Slice Alignment
    Ran Duan#, Jialun Pei#, Zhiwei Wang*, Ruiheng Zhang, Qiang Li, and Pheng-Ann Heng
    IEEE Journal of Biomedical and Health Informatics, 2024
  9. ESWA
    Co-learning-assisted progressive dense fusion network for cardiovascular disease detection using ECG and PCG signals
    Haobo Zhang, Peng Zhang, Fan Lin, Lianying Chao, Zhiwei Wang, Fei Ma, and Qiang Li
    Expert Systems with Applications, 2024

2023

  1. ESWA
    PSDP: Pseudo-Supervised Dual-Processing for Low-Dose Cone-Beam Computed Tomography Reconstruction
    Lianying Chao, Wenqi Shan, Yanli Wang, Wenting Xu, Haobo Zhang, Zhiwei Wang, and Qiang Li
    Expert Systems with Applications, 2023
  2. TMI
    Bidirectional Semi-supervised Dual-branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel Supervisions
    Hongkuan Shi#, Zhiwei Wang#, Ying Zhou, Dun Li, Xin Yang, and Qiang Li*
    IEEE Transactions on Medical Imaging, 2023
  3. AAAI Oral
    Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation
    Jinxin Lv#, Xiaoyu Zeng#, Sheng Wang, Ran Duan, Zhiwei Wang*, and Qiang Li*
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
  4. IJCAI Oral
    Dual-view Correlation Hybrid Attention Network for Robust Holistic Mammogram Classification
    Zhiwei Wang, Junlin Xian, Kangyi Liu, Xin Li, Qiang Li, and Xin Yang
    In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, Aug 2023
    Main Track
  5. CIBM
    Joint denoising and interpolating network for low-dose cone-beam CT reconstruction under hybrid dose-reduction strategy
    Lianying Chao, Yanli Wang, TaoTao Zhang, Wenqi Shan, Haobo Zhang, Zhiwei Wang, and Qiang Li
    Computers in Biology and Medicine, Aug 2023
  6. BIBM Oral
    Rethinking Low-Dose CT Synthesis: Degrading Normal-Dose CT from Origin for Pairwise Training of CT Denoiser
    Lianying Chao, Taotao Zhang, Yanli Wang, Wenqi Shan, Qiang Li*, and Zhiwei Wang*
    In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Aug 2023
  7. BIBM Oral
    Towards Learning-based Surgical Planning of Glioma Resection via a Contrastively Constrained Siamese Neural Network
    Wenqi Shan, Yingjie Guo, Lianying Chao, Haobo Zhang, Xudong Li, Xuan Wang, Qiang Li*, and Zhiwei Wang*
    In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Aug 2023

2022

  1. TMI
    Joint progressive and coarse-to-fine registration of brain MRI via deformation field integration and non-rigid feature fusion
    Jinxin Lv#, Zhiwei Wang#, Hongkuan Shi, Haobo Zhang, Sheng Wang, Yilang Wang, and Qiang Li*
    IEEE Transactions on Medical Imaging, Aug 2022
  2. MICCAI
    Progressive and Coarse-to-Fine Network for Medical Image Registration Across Phases, Modalities and Patients
    Sheng Wang#, Jinxin Lv#, Hongkuan Shi, Yilang Wang, Yuanhuai Liang, Zihui Ouyang, Zhiwei Wang*, and Qiang Li*
    Biomedical Image Registration, Domain Generalisation and Out-of-distribution Analysis: MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021: Held in Conjunction with MICCAI 20201, Strasbourg, France, September 27-October 1, 2021: Proceedings, Aug 2022
  3. Neurocomputing
    Sparse-View Cone Beam CT Reconstruction using Dual CNNs in Projection Domain and Image Domain
    Lianying Chao, Zhiwei Wang, Haobo Zhang, Wenting Xu, Peng Zhang, and Qiang Li*
    Neurocomputing, Aug 2022
  4. KBS
    Dual-domain attention-guided convolutional neural network for low-dose cone-beam computed tomography reconstruction
    Lianying Chao, Peng Zhang, Yanli Wang, Zhiwei Wang, Wenting Xu, and Qiang Li*
    Knowledge-Based Systems, Aug 2022
  5. FR
    Accurate Scoliosis Vertebral Landmark Localization on X-ray Images via Shape-constrained Multi-stage Cascaded CNNs
    Zhiwei Wang#, Jinxin Lv#, Yunqiao Yang, Yi Lin, Qiang Li, Xin Li*, and Xin Yang*
    Fundamental Research, Aug 2022
  6. ACCV Poster
    Improving the Quality of Sparse-view Cone-Beam Computed Tomography via Reconstruction-Friendly Interpolation Network
    Yanli Wang#, Lianying Chao#, Wenqi Shan, Haobo Zhang, Zhiwei Wang*, and Qiang Li*
    In Proceedings of the Asian Conference on Computer Vision, Dec 2022
  7. JBHI
    Accurate Cobb Angle Estimation on Scoliosis X-ray Images via Deeply-coupled Two-stage Network with Differentiable Cropping and Random Perturbation
    Yuanhuai Liang#, Jinxin Lv#, Dun Li, Xin Yang, Zhiwei Wang*, and Qiang Li*
    IEEE Journal of Biomedical and Health Informatics, Dec 2022

2021

  1. ACM MM Oral
    Semi-supervised Learning via Improved Teacher-Student Network for Robust 3D Reconstruction of Stereo Endoscopic Image
    Hongkuan Shi#, Zhiwei Wang#, Jinxin Lv, Yilang Wang, Peng Zhang, Fei Zhu, and Qiang Li*
    In Proceedings of the 29th ACM International Conference on Multimedia, Dec 2021
  2. MICCAI Poster
    Towards Robust Dual-View Transformation via Densifying Sparse Supervision for Mammography Lesion Matching
    Junlin Xian#, Zhiwei Wang#, Kwang-Ting Cheng, and Xin Yang*
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, Dec 2021

2020

  1. JBHI
    Variation-aware federated learning with multi-source decentralized medical image data
    Zengqiang Yan, Jeffry Wicaksana, Zhiwei Wang, Xin Yang, and Kwang-Ting Cheng*
    IEEE Journal of Biomedical and Health Informatics, Dec 2020
  2. MedIA
    Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization
    Zhiwei Wang, Yi Lin, Kwang-Ting Tim Cheng, and Xin Yang*
    Medical image analysis, Dec 2020
  3. MICCAI Poster
    Multi-phase and multi-level selective feature fusion for automated pancreas segmentation from CT images
    Xixi Jiang, Qingqing Luo, Zhiwei Wang, Tao Mei, Yu Wen, Xin Li, Kwang-Ting Cheng, and Xin Yang*
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, Dec 2020
  4. TMI
    Multi-task siamese network for retinal artery/vein separation via deep convolution along vessel
    Zhiwei Wang, Xixi Jiang, Jingen Liu, Kwang-Ting Cheng, and Xin Yang*
    IEEE Transactions on Medical Imaging, Dec 2020

2019

  1. JBHI
    Bi-modality medical image synthesis using semi-supervised sequential generative adversarial networks
    Xin Yang, Yi Lin*, Zhiwei Wang, Xin Li, and Kwang-Ting Cheng
    IEEE journal of biomedical and health informatics, Dec 2019
  2. Arxiv
    Label refinement with an iterative generative adversarial network for boosting retinal vessel segmentation
    Yunqiao Yang#, Zhiwei Wang#, Jingen Liu, Kwang-Ting Cheng, and Xin Yang*
    arXiv preprint arXiv:1912.02589, Dec 2019

2018

  1. TMI
    Automated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural network
    Zhiwei Wang, Chaoyue Liu, Danpeng Cheng, Liang Wang, Xin Yang*, and Kwang-Ting Cheng
    IEEE transactions on medical imaging, Dec 2018
  2. ACM MM Poster
    Monocular camera based real-time dense mapping using generative adversarial network
    Xin Yang, Jinyu Chen, Zhiwei Wang, Qiaozhe Zhang, Wenyu Liu, Chunyuan Liao, and Kwang-Ting Cheng*
    In Proceedings of the 26th ACM international conference on Multimedia, Dec 2018
  3. PloS ONE
    Accurate face alignment and adaptive patch selection for heart rate estimation from videos under realistic scenarios
    Zhiwei Wang, Xin Yang*, and Kwang-Ting Cheng
    PloS one, Dec 2018
  4. BMVC Poster
    StitchAD-GAN for Synthesizing Apparent Diffusion Coefficient Images of Clinically Significant Prostate Cancer.
    Zhiwei Wang, Yi Lin, Chunyuan Liao, Kwang-Ting Cheng, and Xin Yang*
    In BMVC, Dec 2018

2017

  1. PMB
    Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks
    Minh Hung Le, Jingyu Chen, Liang Wang, Zhiwei Wang, Wenyu Liu, Kwang-Ting Cheng, and Xin Yang*
    Physics in Medicine & Biology, Dec 2017
  2. MedIA
    Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI
    Xin Yang, Chaoyue Liu, Zhiwei Wang*, Jun Yang, Hung Le Min, Liang Wang, and Kwang-Ting Cheng
    Medical image analysis, Dec 2017
  3. MICCAI Poster
    Joint detection and diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks
    Xin Yang, Zhiwei Wang, Chaoyue Liu, Hung Minh Le, Jingyu Chen, Kwang-Ting Cheng, and Liang Wang
    In International conference on medical image computing and computer-assisted intervention, Dec 2017
  4. PMB
    An automated method for accurate vessel segmentation
    Xin Yang, Chaoyue Liu, Hung Le Minh, Zhiwei Wang, Aichi Chien, and Kwang-Ting Cheng*
    Physics in Medicine & Biology, Dec 2017
  5. ACM MM Demo
    Deepcadx: Automated prostate cancer detection and diagnosis in mp-mri based on multimodal convolutional neural networks
    Zhiwei Wang, Chaoyue Liu, Xiang Bai, and Xin Yang*
    In Proceedings of the 25th ACM international conference on Multimedia, Dec 2017
  6. MMM Demo
    V-head: Face detection and alignment for facial augmented reality applications
    Zhiwei Wang, and Xin Yang*
    In International Conference on Multimedia Modeling, Dec 2017
  7. MMM Oral
    Joint Face Detection and Initialization for Face Alignment
    Zhiwei Wang, and Xin Yang*
    In International Conference on Multimedia Modeling, Dec 2017