Publications

2025

  1. APN
    Compressed meta-optical encoder for image classification
    Anna Wirth-Singh, Jinlin Xiang, Minho Choi, and 5 more authors
    Advanced Photonics Nexus 2025
  2. WACV
    Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos
    Jinlin Xiang, Hillol Sarker, Bozhao Qi, and 8 more authors
    In Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Feb 2025

2024

  1. CIBM
    DN-ODE: Data-driven neural-ODE modeling for breast cancer tumor dynamics and progression-free survivals
    Jinlin Xiang, Bozhao Qi, Marc Cerou, and 2 more authors
    Computers in Biology and Medicine Feb 2024
  2. CLEO
    Compressed Meta-Optical Encoder for Image Classification
    Anna Wirth-Singh, Jinlin Xiang, Minho Choi, and 4 more authors
    In CLEO: Fundamental Science Feb 2024

2023

  1. ICCV
    TKIL: Tangent Kernel Optimization for Class Balanced Incremental Learning
    Jinlin Xiang, and Eli Shlizerman
    In Proceedings of the IEEE/CVF International Conference on Computer Vision Feb 2023
  2. NeurIPS DLDE
    Data-Driven Neural-ODE Modeling for Breast Cancer Tumor Dynamics and Progression-Free Survival Predictions
    Jinlin Xiang, Bozhao Qi, Qi Tang, and 2 more authors
    In The Symbiosis of Deep Learning and Differential Equations III Feb 2023
  3. IEEE T-IV
    Driver’s Hand-Foot Coordination and Global-Regional Brain Functional Connectivity under Fatigue: Via Graph Theory and Explainable Artificial Intelligence
    Yingzhang Wu, Wenbo Li, Jie Zhang, and 4 more authors
    IEEE Transactions on Intelligent Vehicles Feb 2023

2022

  1. MICCAI-DECAF
    Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
    Chenyu You, Jinlin Xiang, Kun Su, and 5 more authors
    In Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health Feb 2022
  2. Applied Optics
    Knowledge distillation circumvents nonlinearity for optical convolutional neural networks
    Jinlin Xiang, Shane Colburn, Arka Majumdar, and 1 more author
    Applied Optics Feb 2022

2020

  1. Bi-maml: Balanced incremental approach for meta learning
    Yang Zheng, Jinlin Xiang, Kun Su, and 1 more author
    arXiv preprint arXiv:2006.07412 Feb 2020