Publications

Notes. * indicates equal contribution. (α-β) indicates alphabetical author order.

Preprints

  1. arXiv
    (α-β) Sharp Sobolev Sandwich and Approximation Rates of Radon-Domain Lᵖ Ridge Integral Spaces for ReLUᵏ Networks
    Juncai He and Zitong Tian
    Jun 2026
    arXiv
  2. arXiv
    (α-β) Divergence-Free Linearized Neural Networks: Integral Representation and Optimal Approximation Rates
    Juncai He, Xinliang Liu, and Zitong Tian
    Mar 2026
    arXiv

Accepted

  1. ICML
    Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design
    Ziyi Yang*, Zitong Tian*, Yinjun Jia*, Tianyi Zhang, Jiqing Zheng, Hao Wang, Yubu Su, Juncai He, Lei Liu, and Yanyan Lan
    In Proceedings of the International Conference on Machine Learning (ICML), 2026
    arXiv
  2. NeurIPS
    Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
    Zitao Chen*, Yinjun Jia*, Zitong Tian*, Wei-Ying Ma, and Yanyan Lan
    In Advances in Neural Information Processing Systems (NeurIPS), 2025
    arXiv