Publications

2026

  1. arXiv
    Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning
    Cai Zhou, Zekai Wang, Menghua Wu, and 6 more authors
    2026
    arXiv
  2. arXiv
    Conformal Prediction for Generative Models via Adaptive Cluster-Based Density Estimation
    Qidong Yang, Qianyu Julie Zhu, Jonathan Giezendanner, and 3 more authors
    2026
    arXiv

2025

  1. AIHP
    Small Mass Limit of Expected Signature for Physical Brownian Motion
    Siran Li, Hao Ni, and Julie Zhu
    Annales de l’Institut Henri Poincaré, 2025
    To appear
    arXiv
  2. NeurIPS
    Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
    Liviu Aolaritei, Michael I. Jordan, Youssef Marzouk, and 2 more authors
    In Proceedings of the 39th Conference on Neural Information Processing Systems (NeurIPS), 2025
    Paper

2024

  1. arXiv
    On the design of scalable, high-precision spherical-radial Fourier features
    Ayoub Belhadji, Julie Zhu, and Youssef Marzouk
    2024
    arXiv