Publications

Please see my Google Scholar for a full list.

*: Equal Contribution

2024

  1. li2024waspsyn.PNG
    WASPSYN: A Challenge for Domain Adaptive Synapse Detection in Microwasp Brain Connectomes
    Yicong Li, Wanhua Li*, Qi Chen*, Wei Huang*, Yuda Zou*, Xin Xiao*, Kazunori Shinomiya, Pat Gunn, Nishika Gupta, Alexey Polilov, Yongchao Xu, Yueyi Zhang, Zhiwei Xiong, Hanspeter Pfister, Donglai Wei, and Jingpeng Wu
    IEEE Transactions on Medical Imaging, 2024
    Computer Vision News paper Website
  2. li2024compressor.PNG
    EM-Compressor: Electron Microscopy Image Compression in Connectomics with Variational Autoencoders
    Yicong Li, Core Francisco Park, Daniel Xenes, Caitlyn Bishop, Daniel R. Berger, Aravi D.T. Samuel, Brock Wester, Jeff W. Lichtman, Hanspeter Pfister, Wanhua Li, and Yaron Meirovitch
    In 27th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) Workshop, 2024
    paper video

2023

  1. 10230759.PNG
    X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics
    Yicong Li, Yaron Meirovitch, Aaron T. Kuan, Jasper S. Phelps, Alexandra Pacureanu, Wei-Chung Allen Lee, Nir Shavit, and Lu Mi
    In IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
    paper video
  2. meirovitch2023smartem.PNG
    SmartEM: Machine-Learning Guided Electron Microscopy
    Yaron Meirovitch*, Core Francisco Park*, Lu Mi*, Pavel Potocek*, Shashata Sawmya, Yicong Li, Ishaan Singh Chandok, Thomas L. Athey, Neha Karlupia, Yuelong Wu, Daniel R. Berger, Richard Schalek, Hanspeter Pfister, Remco Schoenmakers, Maurice Peemen, Jeff W. Lichtman, Aravinthan D.T. Samuel, and Nir Shavit
    bioRxiv, 2023
    Under Review, Nature Method
    mit news MarkTechPost paper video

2022

  1. chen2022scaling.PNG
    Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
    Richard J. Chen, Chengkuan Chen, Yicong Li, Tiffany Y. Chen, Andrew D. Trister, Rahul G. Krishnan, and Faisal Mahmood
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    Oral
    paper video
  2. wang2022deep.PNG
    Deep learning for spirometry quality assurance with spirometric indices and curves
    Yimin Wang*, Yicong Li*, Wenya Chen, Changzheng Zhang, Lijuan Liang, Ruibo Huang, Jianling Liang, Dandan Tu, Yi Gao, Jinping Zheng, and Nanshan Zhong
    Respiratory Research, 2022
    paper
  3. li2022finding.PNG
    Finding the Most Transferable Tasks for Brain Image Segmentation
    Yicong Li, Yang Tan, Jingyun Yang, Yang Li, and Xiao-Ping Zhang
    In IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
    paper video

2021

  1. li2021does.PNG
    How Does Policy Stringency Affect the Spread of COVID-19 Pandemic? A Country Level Study
    Yicong Li*, Calvin Chan*, Yang Li, and Ercan Engin Kuruoglu
    In 29th European Signal Processing Conference (EUSIPCO), 2021
    Oral
    ercim news paper video