Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs. - Bo Xue 004; Guanghui Wang 006; Yimu Wang; Lijun Zhang 005 (IJCAI, 2020)

Piecewise Hashing: A Deep Hashing Method for Large-Scale Fine-Grained Search. - Yimu Wang; Xiu-Shen Wei; Bo Xue 004; Lijun Zhang 005 (PRCV (2), 2020)

Projection-free Online Learning in Dynamic Environments. - Yuanyu Wan; Bo Xue 004; Lijun Zhang 005 (AAAI, 2021)

Deep Unified Cross-Modality Hashing by Pairwise Data Alignment. - Yimu Wang; Bo Xue 004; Quan Cheng 001; Yuhui Chen; Lijun Zhang 005 (IJCAI, 2021)

Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks. - Yimu Wang; Xiangru Jian; Bo Xue 004 (EMNLP, 2023)

Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards. - Bo Xue 004; Yimu Wang; Yuanyu Wan; Jinfeng Yi; Lijun Zhang 005 (NeurIPS, 2023)

Hypervolume Maximization: A Geometric View of Pareto Set Learning. - Xiaoyuan Zhang; Xi Lin 001; Bo Xue 004; Yifan Chen 004; Qingfu Zhang 001 (NeurIPS, 2023)

Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits. - Ji Cheng 001; Bo Xue 004; Jiaxiang Yi; Qingfu Zhang 001 (AAAI, 2024)

Multiobjective Lipschitz Bandits under Lexicographic Ordering. - Bo Xue 004; Ji Cheng 001; Fei Liu 044; Yimu Wang; Qingfu Zhang 001 (AAAI, 2024)

Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits. - Bo Xue 004; Xi Lin 001; Xiaoyuan Zhang; Qingfu Zhang 001 (AAAI, 2025)

Safe Online Convex Optimization with Heavy-Tailed Observation Noises. - Yunhao Yang; Bo Xue 004; Yunzhi Hao; Ying Li; Yuanyu Wan (AAAI, 2025)

DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models. - Yimu Wang; Shuai Yuan; Bo Xue 004; Xiangru Jian; Wei Pang; Mushi Wang; Ning Yu (NAACL (Long Papers), 2025)