| 2026 | AAAI | Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits. | Bo Xue, Yuanyu Wan, Zhichao Lu, Qingfu Zhang |
| 2025 | AAAI | Revisiting Projection-Free Online Learning with Time-Varying Constraints. | Yibo Wang, Yuanyu Wan, Lijun Zhang |
| 2025 | AAAI | Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting. | Sifan Yang, Yuanyu Wan, Lijun Zhang |
| 2025 | AAAI | Safe Online Convex Optimization with Heavy-Tailed Observation Noises. | Yunhao Yang, Bo Xue, Yunzhi Hao, Ying Li, Yuanyu Wan |
| 2025 | COLT | Black-Box Reductions for Decentralized Online Convex Optimization in Changing Environments. | Yuanyu Wan |
| 2025 | ICCV | Dataset Ownership Verification for Pre-Trained Masked Models. | Yuechen Xie, Jie Song, Yicheng Shan, Xiaoyan Zhang, Yuanyu Wan, Shengxuming Zhang, Jiarui Duan, Mingli Song |
| 2025 | ICML | Multi-objective Linear Reinforcement Learning with Lexicographic Rewards. | Bo Xue, Dake Bu, Ji Cheng, Yuanyu Wan, Qingfu Zhang |
| 2025 | ICML | Revisiting Differentially Private Algorithms for Decentralized Online Learning. | Xiaoyu Wang, Wenhao Yang, Chang Yao, Mingli Song, Yuanyu Wan |
| 2025 | ICML | Dimension-Free Adaptive Subgradient Methods with Frequent Directions. | Sifan Yang, Yuanyu Wan, Peijia Li, Yibo Wang, Xiao Zhang, Zhewei Wei, Lijun Zhang |
| 2025 | IJCAI | Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions. | Bo Xue, Xi Lin, Yuanyu Wan, Qingfu Zhang |
| 2025 | IJCAI | Smoothed Online Convex Optimization with Delayed Feedback. | Sifan Yang, Wenhao Yang, Wei Jiang, Yuanyu Wan, Lijun Zhang |
| 2024 | AAAI | Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees. | Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang |
| 2024 | COLT | Nearly Optimal Regret for Decentralized Online Convex Optimization. | Yuanyu Wan, Tong Wei, Mingli Song, Lijun Zhang |
| 2024 | ICML | Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition. | Tong Wei, Zhen Mao, Zi-Hao Zhou, Yuanyu Wan, Min-Ling Zhang |
| 2024 | ICML | Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization. | Wei Jiang, Sifan Yang, Wenhao Yang, Yibo Wang, Yuanyu Wan, Lijun Zhang |
| 2024 | ICML | Non-stationary Online Convex Optimization with Arbitrary Delays. | Yuanyu Wan, Chang Yao, Mingli Song, Lijun Zhang |
| 2024 | PAKDD | Projection-Free Bandit Convex Optimization over Strongly Convex Sets. | Chenxu Zhang, Yibo Wang, Peng Tian, Xiao Cheng, Yuanyu Wan, Mingli Song |
| 2023 | AAAI | Distributed Projection-Free Online Learning for Smooth and Convex Losses. | Yibo Wang, Yuanyu Wan, Shimao Zhang, Lijun Zhang |
| 2023 | COLT | Improved Dynamic Regret for Online Frank-Wolfe. | Yuanyu Wan, Lijun Zhang, Mingli Song |
| 2023 | ECAI | Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. | Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song |
| 2023 | ICONIP | Disentangling Node Metric Factors for Temporal Link Prediction. | Tianli Zhang, Tongya Zheng, Yuanyu Wan, Ying Li, Wenqi Huang |
| 2021 | AAAI | Projection-free Online Learning in Dynamic Environments. | Yuanyu Wan, Bo Xue, Lijun Zhang |
| 2021 | AAAI | Approximate Multiplication of Sparse Matrices with Limited Space. | Yuanyu Wan, Lijun Zhang |
| 2021 | AAAI | Projection-free Online Learning over Strongly Convex Sets. | Yuanyu Wan, Lijun Zhang |
| 2020 | ICML | Projection-free Distributed Online Convex Optimization with $O(\sqrt{T})$ Communication Complexity. | Yuanyu Wan, Wei-Wei Tu, Lijun Zhang |
| 2018 | IJCAI | Efficient Adaptive Online Learning via Frequent Directions. | Yuanyu Wan, Nan Wei, Lijun Zhang |
| 2018 | PAKDD | Accelerating Adaptive Online Learning by Matrix Approximation. | Yuanyu Wan, Lijun Zhang |