preprints

2026

  1. Preprint
    The Role of Coordinates in Pareto Regret for Adversarial Multi-Objective Bandits
    Changkun Guan, and Mengfan Xu
    Preprint, 2026

  2. Preprint
    Robustness-Aware Evaluation and Enhancement of Mutation-Based Fuzzing for Bug Discovery
    Zirui Liu, Mengfan Xu, Juan Zhai, Shiqing Ma, and Barry Nelson
    Preprint, 2026

  3. Preprint
    CAROL: Context-Aware Online Learning for Fuzzer Scheduling
    Zirui Liu, Mengfan Xu, Juan Zhai, Shenglong Yao, and Shiqing Ma
    Preprint, 2026

  4. Preprint
    Are Stochastic Multi-objective Bandits Harder than Single-objective Bandits?
    Changkun Guan, and Mengfan Xu
    Preprint, 2026

  5. Preprint
    Conformal-Style Quantile Analyses for Stochastic Bandits
    Chengyu Du, and Mengfan Xu
    Preprint, 2026

  6. Preprint
    Bandit Learning in General Open Multi-agent Systems
    Mengfan Xu
    Preprint, 2026

  7. Preprint
    Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms
    Mengfan Xu, and Diego Klabjan
    Preprint, 2026