PPaperPicks

Bo Xue

12 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×7IJCAI ×2ICML ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Qingfu Zhang
×9
Ji Cheng
×6
Yuanyu Wan
×4
Xi Lin
×3
Yimu Wang
×2
Zhichao Lu
×1
Song Lai
×1
Shunyu Yao
×1
Shuai Yuan
×1
Xiangru Jian
×1
Wei Pang
×1
Mushi Wang
×1

Papers

  1. Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
    AAAI 2026 · Bo Xue,
    Yuanyu Wan
    ,
    Zhichao Lu
    ,
    Qingfu Zhang
  2. Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies
    AAAI 2026 ·
    Ji Cheng
    ,
    Song Lai
    ,
    Shunyu Yao
    , Bo Xue
  3. Parametric Pareto Set Learning for Expensive Multi-Objective Optimization
    AAAI 2026 ·
    Ji Cheng
    , Bo Xue,
    Qingfu Zhang
  4. DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models
    NAACL 2025 ·
    Yimu Wang
    ,
    Shuai Yuan
    , Bo Xue,
    Xiangru Jian
    ,
    Wei Pang
    ,
    Mushi Wang
    ,
    Ning Yu
  5. Multi-Objective Neural Bandits with Random Scalarization
    IJCAI 2025 ·
    Ji Cheng
    , Bo Xue,
    Chengyu Lu
    ,
    Ziqiang Cui
    ,
    Qingfu Zhang
  6. Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
    ICML 2025 · Bo Xue,
    Dake Bu
    ,
    Ji Cheng
    ,
    Yuanyu Wan
    ,
    Qingfu Zhang
  7. Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits
    AAAI 2025 · Bo Xue,
    Xi Lin
    ,
    Xiaoyuan Zhang
    ,
    Qingfu Zhang
  8. Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions
    IJCAI 2025 · Bo Xue,
    Xi Lin
    ,
    Yuanyu Wan
    ,
    Qingfu Zhang
  9. Safe Online Convex Optimization with Heavy-Tailed Observation Noises
    AAAI 2025 ·
    Yunhao Yang
    , Bo Xue,
    Yunzhi Hao
    ,
    Ying Li
    ,
    Yuanyu Wan
  10. TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
    NeurIPS 2025 ·
    Zhe Zhao
    ,
    Zhiheng Gong
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Cankun Guo
    , Bo Xue,
    Xi Lin
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
    ,
    Yang Wang
  11. Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits
    AAAI 2024 ·
    Ji Cheng
    , Bo Xue,
    Jiaxiang Yi
    ,
    Qingfu Zhang
  12. Multiobjective Lipschitz Bandits under Lexicographic Ordering
    AAAI 2024 · Bo Xue,
    Ji Cheng
    ,
    Fei Liu
    ,
    Yimu Wang
    ,
    Qingfu Zhang