Bo Xue

According to our database, Bo Xue authored at least 22 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improved Approximate Regret for Decentralized Online Continuous Submodular Maximization via Reductions.

Yuanyu Wan, Yu Shen, Dingzhi Yu, Bo Xue, Mingli Song

CoRR, February, 2026

Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits.

Bo Xue, Yuanyu Wan, Zhichao Lu, Qingfu Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization.

Ji Cheng, Bo Xue, Qingfu Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies.

Ji Cheng, Song Lai, Shunyu Yao, Bo Xue

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Consistency Is Not Always Correct: Towards Understanding the Role of Exploration in Post-Training Reasoning.

Dake Bu, Wei Huang, Andi Han, Atsushi Nitanda, Bo Xue, Qingfu Zhang, Hau-San Wong, Taiji Suzuki

CoRR, November, 2025

Optimal and Efficient Algorithms for Decentralized Online Convex Optimization.

Yuanyu Wan, Tong Wei, Bo Xue, Mingli Song, Lijun Zhang

J. Mach. Learn. Res., 2025

Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound.

Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Lijun Zhang, Qingfu Zhang

J. Mach. Learn. Res., 2025

DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models.

Yimu Wang, Shuai Yuan, Bo Xue, Xiangru Jian, Wei Pang, Mushi Wang, Ning Yu

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions.

Bo Xue, Xi Lin, Yuanyu Wan, Qingfu Zhang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Multi-Objective Neural Bandits with Random Scalarization.

Ji Cheng, Bo Xue, Chengyu Lu, Ziqiang Cui, Qingfu Zhang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Multi-objective Linear Reinforcement Learning with Lexicographic Rewards.

Bo Xue, Dake Bu, Ji Cheng, Yuanyu Wan, Qingfu Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Safe Online Convex Optimization with Heavy-Tailed Observation Noises.

Yunhao Yang, Bo Xue, Yunzhi Hao, Ying Li, Yuanyu Wan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits.

Bo Xue, Xi Lin, Xiaoyuan Zhang, Qingfu Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Multiobjective Lipschitz Bandits under Lexicographic Ordering.

Bo Xue, Ji Cheng, Fei Liu, Yimu Wang, Qingfu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits.

Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Hypervolume Maximization: A Geometric View of Pareto Set Learning.

Xiaoyuan Zhang, Xi Lin, Bo Xue, Yifan Chen, Qingfu Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards.

Bo Xue, Yimu Wang, Yuanyu Wan, Jinfeng Yi, Lijun Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks.

Yimu Wang, Xiangru Jian, Bo Xue

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

Deep Unified Cross-Modality Hashing by Pairwise Data Alignment.

Yimu Wang, Bo Xue, Quan Cheng, Yuhui Chen, Lijun Zhang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Projection-free Online Learning in Dynamic Environments.

Yuanyu Wan, Bo Xue, Lijun Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Piecewise Hashing: A Deep Hashing Method for Large-Scale Fine-Grained Search.

Yimu Wang, Xiu-Shen Wei, Bo Xue, Lijun Zhang

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs.

Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020