publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. 2026-ACL-caml.png
    CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
    Xuanbai Ren, Luoda Tan, Pei Liu, Tengfei Ma, Xiangzheng Fu, and 3 more authors
    In ACL main conference, 2026
  2. 2026-nc-ER.jpg
    AI Identifies Compounds that Protect Retinal Ganglion Cells and Optic Nerve in Neurodegeneration by Alleviating ER Stress
    Rong Rong*, Yi Zhou*, Xuanbai Ren*, Jinglin Zhang, Yixian Liu, and 4 more authors
    Nature Communications, 2026
    Under review
    * Equal contribution
  3. 2026-nmi-mol.jpg
    Multi-objective generative algorithm enables broad-spectrum antibiotic derivatization
    Xuanbai Ren, Qipeng Yan, Xiangzheng Fu, Yicong Ding, Xiangling Cen, and 4 more authors
    In , 2026
    Under review
  4. 2026-cvpr-steph.png
    Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
    Pei Liu, Xiangxiang Zeng, Tengfei Ma, Yucheng Xing, Xuanbai Ren, and 1 more author
    In The IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026

2025

  1. 2025-nips-sd.png
    Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
    Tengfei Ma, Kun Chen, Yongsheng Zang, Yujie Chen, Xuanbai Ren, and 3 more authors
    In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

2024

  1. 2024-nc-amp.png
    A foundation model identifies broad-spectrum antimicrobial peptides against drug-resistant bacterial infection
    Tingting Li*, Xuanbai Ren*, Xiaoli Luo, Zhuole Wang, Zhenlu Li, and 8 more authors
    Nature Communications, 2024
    * Equal contribution
  2. 2024-as-ap.png
    HydrogelFinder: a foundation model for efficient self-assembling peptide discovery guided by non-peptidal small molecules
    Xuanbai Ren, Jiaying Wei, Xiaoli Luo, Yuansheng Liu, Kenli Li, and 7 more authors
    Advanced Science, 2024

  1. 2025-aaai-mlps.png
    Multi-objective molecular design through learning latent Pareto set
    Yiping Liu, Jiahao Yang, Xuanbai Ren, Xinyi Zhang, Yuansheng Liu, and 3 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024