Publications

2026

  1. ICML 2026
    Boosting Monocular Metric Depth Estimation via Bokeh Rendering
    Hangwei Zhang, Armando Teles Fortes, Tianyi Wei, and Xingang Pan
    Proceedings of the 43rd International Conference on Machine Learning (ICML), 2026
    Paper PROJECT CODE

2025

  1. NeurIPS 2025
    fadapter.png
    F-Adapter: Frequency-Adaptive Parameter-Efficient Fine-Tuning in Scientific Machine Learning
    Hangwei Zhang, Chun Kang, Yan Wang, and Difan Zou
    Proceedings of the 39th Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
    Paper CODE
  2. TMLR 2026
    acpkan.png
    AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov-Arnold Networks
    Hangwei Zhang, Zhimu Huang, and Yan Wang
    Transactions on Machine Learning Research (TMLR) & NeurIPS AI4Science Workshop, 2025
    Paper CODE

2024

  1. Mathematics (JCR Q1, IF=2.2) 2024
    mathematics.png
    Analysis of High-Order Bright–Dark Rogue Waves in (2+ 1)-D Variable-Coefficient Zakharov Equation via Self-Similar and Darboux Transformations
    Hangwei Zhang, Jie Zong, Geng Tian, and Guangmei Wei
    Mathematics, 2024
    Paper