Jialu Li

jli277@connect.hkust-gz.edu.cn Google Scholar

Research Topics

Experience

Publications

  1. Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning

    Jialu Li, Zekai Liu, Hongqiu Wang, Huihui Xu, Qiong Wang, Lei Zhu

    Medical Image Computing and Computer Assisted Intervention (MICCAI), accepted

  2. Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

    Jialu Li, Hongqiu Wang, Junpu Hu, Ruiqiang Xiao, Ying Hu, Faqin Lv, Qiong Wang, Lei Zhu

    Medical Image Computing and Computer Assisted Intervention (MICCAI), accepted

  3. Self-Motivated Memory Reflective RWKV for Ultrasound Video Breast Lesion Segmentation

    Jialu Li, Zhaohu Xing, Kecheng Wu, Guang Yang, Qiong Wang, Lei Zhu

    IEEE Journal of Biomedical and Health Informatics, in revision process

  4. Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation

    Jialu Li, Hongqiu Wang, Weiming Wang, Jing Qin, Qiong Wang, Lei Zhu

    Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025

  5. Liver Lesion Segmentation in Ultrasound: A Benchmark and a Baseline Network

    Jialu Li, Lei Zhu, Guibao Shen, Baoliang Zhao, Ying Hu, Hai Zhang, Weiming Wang, Qiong Wang

    Computerized Medical Imaging and Graphics, 123:102523, 2025

  6. Towards Efficient and Privacy-Preserving Medical Image Segmentation: A Point-Driven Source-Free Active Adaptation Framework

    Hongqiu Wang*, Jialu Li*, Zhaohu Xing*, Haipeng Zhou, X. Luo, Lei Zhu

    International Workshop on Efficient Medical Artificial Intelligence, pp. 143-153, 2025

  7. Cascaded Inner-Outer Clip Retformer for Ultrasound Video Object Segmentation

    Jialu Li, Lei Zhu, Zhaohu Xing, Baoliang Zhao, Ying Hu, Faqin Lv, Qiong Wang

    IEEE Journal of Biomedical and Health Informatics, 2024

  8. DBD-Diff: Defocus Blur Detection Using Semantic and Texture Correlation Guided Diffusion Model

    Jialu Li, Zhaohu Xing, Ruiqiang Xiao, F. Tsung, Lei Zhu

    ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI), 2024

  9. Rethinking Breast Lesion Segmentation in Ultrasound: A New Video Dataset and a Baseline Network

    Jialu Li, Qingqing Zheng, Mingshuang Li, Ping Liu, Qiong Wang, Litao Sun, Lei Zhu

    Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022

  10. Learning Regularizer for Monocular Depth Estimation with Adversarial Guidance

    Guibao Shen, Yingkui Zhang, Jialu Li, Mingqiang Wei, Qiong Wang, Guangyong Chen, Pheng-Ann Heng

    Proceedings of the 29th ACM International Conference on Multimedia, pp. 5222-5230, 2021

Awards