2024-2025

Conference Papers

PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation

  • Yiheng Zhong*, Zihong Luo*, Chengzhi Liu, Feilong Tang, Zelin Peng, Ming Hu, Yingzhen Hu, Jionglong Su, Zongyuan Geand, Imran Razzak
  • The 28th International Conference on Medicak Image Computing and Computer Assisted Intervention (MICCAI2025)
  • Paper Link

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis

  • Chengzhi Liu*, Zile Huang*, Feilong Tang, Yu Tian, Zhongxing Xu, Zihong Luo, Yalin Zheng, Yanda Meng
  • The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)
  • OpenReview

ARIF: An Adaptive Attention-Based Cross-Modal Representation Integration Framework

  • Chengzhi Liu*, Zihong Luo*, Yifei Bi*, Zile Huang, Dong Shu, Jiheng Hou, Hongchen Wang, Kaiyu Liang
  • International Conference on Artificial Neural Networks (ICANN 2024)
  • Paper Link

MTSA-SNN: A Multi-modal Time Series Analysis Model Based on Spiking Neural Network

  • Chengzhi Liu*, Zihong Luo*, Zheng Tao, Yitao Xu, Zile Huang
  • International Conference on Pattern Recognition (ICPR 2024)
  • arXiv:2402.05423

MC-DBN: A Deep Belief Network-Based Model for Modality Completion

  • Zihong Luo*, Chengzhi Liu*, Zheng Tao, Heke Xin, Yitao Xu
  • International Conference on Pattern Recognition (ICPR 2024)
  • arXiv:2402.09782

Journal Articles

  1. Interpretable machine learning models for detecting peripheral neuropathy and lower extremity arterial disease in diabetics
    • Ya Wu, Danmeng Dong, Lijie Zhu, Zihong Luo, Yang Liu, Xiaoyun Xie
    • BMC Medical Informatics and Decision Making (2024)
    • Journal Article

* Equal contribution