Bo Xue

27 papers A* 16Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits.
AAAI
Bo Xue, Yuanyu Wan, Zhichao Lu, Qingfu Zhang
2026 J jnl
Improved Approximate Regret for Decentralized Online Continuous Submodular Maximization via Reductions.
CoRR
Yuanyu Wan, Yu Shen, Dingzhi Yu, Bo Xue, Mingli Song
2026 A* conf
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies.
AAAI
Ji Cheng, Song Lai, Shunyu Yao, Bo Xue
2026 A* conf
Parametric Pareto Set Learning for Expensive Multi-Objective Optimization.
AAAI
Ji Cheng, Bo Xue, Qingfu Zhang
2025 J jnl
Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits.
CoRR
Bo Xue, Yuanyu Wan, Zhichao Lu, Qingfu Zhang
2025 J jnl
Consistency Is Not Always Correct: Towards Understanding the Role of Exploration in Post-Training Reasoning.
CoRR
Dake Bu, Wei Huang, Andi Han, Atsushi Nitanda, Bo Xue, Qingfu Zhang, Hau-San Wong, Taiji Suzuki
2025 — conf
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models.
NAACL (Long Papers)
Yimu Wang, Shuai Yuan, Bo Xue, Xiangru Jian, Wei Pang, Mushi Wang, Ning Yu
2025 J jnl
Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound.
J. Mach. Learn. Res.
Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Lijun Zhang, Qingfu Zhang
2025 A* conf
Multi-Objective Neural Bandits with Random Scalarization.
IJCAI
Ji Cheng, Bo Xue, Chengyu Lu, Ziqiang Cui, Qingfu Zhang
2025 A* conf
Multi-objective Linear Reinforcement Learning with Lexicographic Rewards.
ICML
Bo Xue, Dake Bu, Ji Cheng, Yuanyu Wan, Qingfu Zhang
2025 A* conf
Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits.
AAAI
Bo Xue, Xi Lin, Xiaoyuan Zhang, Qingfu Zhang
2025 J jnl
Optimal and Efficient Algorithms for Decentralized Online Convex Optimization.
J. Mach. Learn. Res.
Yuanyu Wan, Tong Wei, Bo Xue, Mingli Song, Lijun Zhang
2025 J jnl
Parametric Pareto Set Learning for Expensive Multi-Objective Optimization.
CoRR
Ji Cheng, Bo Xue, Qingfu Zhang
2025 A* conf
Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions.
IJCAI
Bo Xue, Xi Lin, Yuanyu Wan, Qingfu Zhang
2025 A* conf
Safe Online Convex Optimization with Heavy-Tailed Observation Noises.
AAAI
Yunhao Yang, Bo Xue, Yunzhi Hao, Ying Li, Yuanyu Wan
2024 A* conf
Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits.
AAAI
Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang
2024 A* conf
Multiobjective Lipschitz Bandits under Lexicographic Ordering.
AAAI
Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Qingfu Zhang
2023 A* conf
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks.
EMNLP
Yimu Wang, Xiangru Jian, Bo Xue
2023 J jnl
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks.
CoRR
Yimu Wang, Xiangru Jian, Bo Xue
2023 A* conf
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards.
NeurIPS
Bo Xue, Yimu Wang, Yuanyu Wan, Jinfeng Yi, Lijun Zhang
2023 J jnl
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards.
CoRR
Bo Xue, Yimu Wang, Yuanyu Wan, Jinfeng Yi, Lijun Zhang
2023 A* conf
Hypervolume Maximization: A Geometric View of Pareto Set Learning.
NeurIPS
Xiaoyuan Zhang, Xi Lin, Bo Xue, Yifan Chen, Qingfu Zhang
2021 A* conf
Deep Unified Cross-Modality Hashing by Pairwise Data Alignment.
IJCAI
Yimu Wang, Bo Xue, Quan Cheng, Yuhui Chen, Lijun Zhang
2021 A* conf
Projection-free Online Learning in Dynamic Environments.
AAAI
Yuanyu Wan, Bo Xue, Lijun Zhang
2020 A* conf
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs.
IJCAI
Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang
2020 J jnl
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs.
CoRR
Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang
2020 — conf
Piecewise Hashing: A Deep Hashing Method for Large-Scale Fine-Grained Search.
PRCV (2)
Yimu Wang, Xiu-Shen Wei, Bo Xue, Lijun Zhang