Publications

† Equal Contribution, * Corresponding Author(s).

2025

  1. arXiv
    CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution
    Kai Liu†, Dehui Wang†, Zhiteng Li, Zheng Chen, Yong Guo, Wenbo Li, Linghe Kong*, and Yulun Zhang*
    arXiv, 2025
    PDF Code
  2. arXiv
    BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution
    Kai Liu†, Kaicheng Yang†, Zheng Chen, Zhiteng Li, Yong Guo, Wenbo Li, Linghe Kong*, and Yulun Zhang*
    arXiv, 2025
    PDF Code

2024

  1. arXiv
    Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment
    Kai Liu†, Ziqing Zhang†, Wenbo Li, Renjing Pei, Fenglong Song, Xiaohong Liu, Linghe Kong*, and Yulun Zhang*
    arXiv, 2024
    PDF Code
  2. NeurIPS
    2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
    Kai Liu, Haotong Qin, Yong Guo, Xin Yuan, Linghe Kong*, Guihai Chen, and Yulun Zhang*
    In Advances in Neural Information Processing Systems, 2024
    PDF Code

2023

  1. IEEE TMI
    Artifact Detection and Restoration in Histology Images With Stain-Style and Structural Preservation
    Jing Ke*, Kai Liu, Yuxiang Sun, Yuying Xue, Jiaxuan Huang, Yizhou Lu, Jun Dai, Yaobing Chen*, Xiaodan Han*, Yiqing Shen, and Dinggang Shen*
    In IEEE TMI, 2023
    PDF Code
  2. GLOBECOM
    Relayer-Enabled Sharding Blockchain for Satellite Internet with High Concurrency
    Hong Tang, Junqin Huang, Kai Liu, Linghe Kong, Guihai Chen, Shuangxi Cao, Chuyan Niu, and Yufeng Wei
    In GLOBECOM, 2023
    PDF
  3. CGI
    Large GAN Is All You Need
    Kai Liu*, Qingyang Wu, and Mengkun Xie
    In CGI, 2023
    PDF Code
  4. BIBMW
    HistDeblur: A Pyramid Trustworthy Framework for Blurry Histologic Artifacts Quality Control
    Yuxiang Sun†, Kai Liu†, Yiqing Shen, Xiaodan Han, and Jing Ke*
    In IEEE BIBM Workshop, 2023
    PDF Code