Xue, Bo

15 publications

JMLR 2025 Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Lijun Zhang, Qingfu Zhang

ICML 2025 Multi-Objective Linear Reinforcement Learning with Lexicographic Rewards Bo Xue, Dake Bu, Ji Cheng, Yuanyu Wan, Qingfu Zhang

IJCAI 2025 Multi-Objective Neural Bandits with Random Scalarization Ji Cheng, Bo Xue, Chengyu Lu, Ziqiang Cui, Qingfu Zhang

AAAI 2025 Multiple Trade-Offs: An Improved Approach for Lexicographic Linear Bandits Bo Xue, Xi Lin, Xiaoyuan Zhang, Qingfu Zhang

JMLR 2025 Optimal and Efficient Algorithms for Decentralized Online Convex Optimization Yuanyu Wan, Tong Wei, Bo Xue, Mingli Song, Lijun Zhang

IJCAI 2025 Problem-Dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions Bo Xue, Xi Lin, Yuanyu Wan, Qingfu Zhang

AAAI 2025 Safe Online Convex Optimization with Heavy-Tailed Observation Noises Yunhao Yang, Bo Xue, Yunzhi Hao, Ying Li, Yuanyu Wan

NeurIPS 2025 TS-MOF: Two-Stage Multi-Objective Fine-Tuning for Long-Tailed Recognition Zhe Zhao, Zhiheng Gong, Pengkun Wang, HaiBin Wen, Cankun Guo, Bo Xue, Xi Lin, Zhenkun Wang, Qingfu Zhang, Yang Wang

AAAI 2024 Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang

AAAI 2024 Multiobjective Lipschitz Bandits Under Lexicographic Ordering Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Qingfu Zhang

NeurIPS 2023 Efficient Algorithms for Generalized Linear Bandits with Heavy-Tailed Rewards Bo Xue, Yimu Wang, Yuanyu Wan, Jinfeng Yi, Lijun Zhang

NeurIPS 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning Xiaoyuan Zhang, Xi Lin, Bo Xue, Yifan Chen, Qingfu Zhang

IJCAI 2021 Deep Unified Cross-Modality Hashing by Pairwise Data Alignment Yimu Wang, Bo Xue, Quan Cheng, Yuhui Chen, Lijun Zhang

AAAI 2021 Projection-Free Online Learning in Dynamic Environments Yuanyu Wan, Bo Xue, Lijun Zhang

IJCAI 2020 Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang