Efficient Adaptive Online Learning via Frequent Directions. - Yuanyu Wan; Nan Wei; Lijun Zhang 005 (IJCAI, 2018)

Matrix Completion from Non-Uniformly Sampled Entries. - Yuanyu Wan; Jinfeng Yi; Lijun Zhang 005 (CoRR, 2018)

Projection-free Distributed Online Convex Optimization with $O( sqrt{T})$ Communication Complexity. - Yuanyu Wan; Wei-Wei Tu; Lijun Zhang 005 (ICML, 2020)

Accelerating adaptive online learning by matrix approximation. - Yuanyu Wan; Lijun Zhang 005 (Int. J. Data Sci. Anal., 2020)

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

Approximate Multiplication of Sparse Matrices with Limited Space. - Yuanyu Wan; Lijun Zhang 005 (AAAI, 2021)

Projection-free Online Learning over Strongly Convex Sets. - Yuanyu Wan; Lijun Zhang 005 (AAAI, 2021)

Online Convex Optimization with Continuous Switching Constraint. - Guanghui Wang 006; Yuanyu Wan; Tianbao Yang; Lijun Zhang 005 (NeurIPS, 2021)

Projection-free Distributed Online Learning with Strongly Convex Losses. - Yuanyu Wan; Guanghui Wang 006; Lijun Zhang 005 (CoRR, 2021)

Online Frank-Wolfe with Arbitrary Delays. - Yuanyu Wan; Wei-Wei Tu; Lijun Zhang 005 (NeurIPS, 2022)

Strongly adaptive online learning over partial intervals. - Yuanyu Wan; Wei-Wei Tu; Lijun Zhang 005 (Sci. China Inf. Sci., 2022)

Online Frank-Wolfe with Unknown Delays. - Yuanyu Wan; Wei-Wei Tu; Lijun Zhang 005 (CoRR, 2022)

Projection-free Distributed Online Learning with Sublinear Communication Complexity. - Yuanyu Wan; Guanghui Wang 006; Wei-Wei Tu; Lijun Zhang 005 (J. Mach. Learn. Res., 2022)

Online strongly convex optimization with unknown delays. - Yuanyu Wan; Wei-Wei Tu; Lijun Zhang 005 (Mach. Learn., 2022)

Efficient Adaptive Online Learning via Frequent Directions. - Yuanyu Wan; Lijun Zhang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Distributed Projection-Free Online Learning for Smooth and Convex Losses. - Yibo Wang 005; Yuanyu Wan; Shimao Zhang; Lijun Zhang 005 (AAAI, 2023)

Improved Dynamic Regret for Online Frank-Wolfe. - Yuanyu Wan; Lijun Zhang 005; Mingli Song (COLT, 2023)

Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. - Yuwen Wang; Shunyu Liu 001; Kaixuan Chen 004; Tongtian Zhu; Ji Qiao; Mengjie Shi; Yuanyu Wan; Mingli Song (ECAI, 2023)

Disentangling Node Metric Factors for Temporal Link Prediction. - Tianli Zhang; Tongya Zheng; Yuanyu Wan; Ying Li; Wenqi Huang 002 (ICONIP (2), 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)

Improved Projection-free Online Continuous Submodular Maximization. - Yucheng Liao; Yuanyu Wan; Chang Yao; Mingli Song (CoRR, 2023)

Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket. - Yuwen Wang; Shunyu Liu 001; Kaixuan Chen 004; Tongtian Zhu; Ji Qiao; Mengjie Shi; Yuanyu Wan; Mingli Song (CoRR, 2023)

Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees. - Yibo Wang 005; Wenhao Yang; Wei Jiang 029; Shiyin Lu; Bing Wang 017; Haihong Tang; Yuanyu Wan; Lijun Zhang 005 (AAAI, 2024)

Nearly Optimal Regret for Decentralized Online Convex Optimization. - Yuanyu Wan; Tong Wei 001; Mingli Song; Lijun Zhang 005 (COLT, 2024)

Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition. - Tong Wei 001; Zhen Mao; Zi-Hao Zhou; Yuanyu Wan; Min-Ling Zhang (ICML, 2024)

Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization. - Wei Jiang 029; Sifan Yang; Wenhao Yang; Yibo Wang 005; Yuanyu Wan; Lijun Zhang 005 (ICML, 2024)

Non-stationary Online Convex Optimization with Arbitrary Delays. - Yuanyu Wan; Chang Yao; Mingli Song; Lijun Zhang 005 (ICML, 2024)

Online Composite Optimization Between Stochastic and Adversarial Environments. - Yibo Wang 005; Sijia Chen; Wei Jiang 029; Wenhao Yang; Yuanyu Wan; Lijun Zhang 005 (NeurIPS, 2024)

Improved Regret for Bandit Convex Optimization with Delayed Feedback. - Yuanyu Wan; Chang Yao; Mingli Song; Lijun Zhang 005 (NeurIPS, 2024)

Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition. - Zi-Hao Zhou; Siyuan Fang; Zi-Jing Zhou; Tong Wei 001; Yuanyu Wan; Min-Ling Zhang (NeurIPS, 2024)

Projection-Free Bandit Convex Optimization over Strongly Convex Sets. - Chenxu Zhang; Yibo Wang 005; Peng Tian; Xiao Cheng; Yuanyu Wan; Mingli Song (PAKDD (3), 2024)

Regularized online exponentially concave optimization. - Xu Yang; Peng Tian; Xiao Cheng; Yuanyu Wan; Mingli Song (Neurocomputing, 2024)

Revisiting Projection-Free Online Learning with Time-Varying Constraints. - Yibo Wang 005; Yuanyu Wan; Lijun Zhang 005 (AAAI, 2025)

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting. - Sifan Yang; Yuanyu Wan; Lijun Zhang (AAAI, 2025)

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

Black-Box Reductions for Decentralized Online Convex Optimization in Changing Environments. - Yuanyu Wan (COLT, 2025)

Mirror Descent Under Generalized Smoothness. - Dingzhi Yu; Wei Jiang 029; Yuanyu Wan; Lijun Zhang 005 (CoRR, 2025)

Revisiting Multi-Agent Asynchronous Online Optimization with Delays: the Strongly Convex Case. - Lingchan Bao; Tong Wei; Yuanyu Wan (CoRR, 2025)

Quantizing Diffusion Models from a Sampling-Aware Perspective. - Qian Zeng; Jie Song 011; Yuanyu Wan; Huiqiong Wang; Mingli Song (CoRR, 2025)

Continuous Subspace Optimization for Continual Learning. - Quan Cheng 001; Yuanyu Wan; Lingyu Wu; Chenping Hou; Lijun Zhang 005 (CoRR, 2025)

Dataset Ownership Verification for Pre-trained Masked Models. - Yuechen Xie; Jie Song 011; Yicheng Shan; Xiaoyan Zhang; Yuanyu Wan; Shengxuming Zhang; Jiarui Duan; Mingli Song (CoRR, 2025)

Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting. - Sifan Yang; Yuanyu Wan; Lijun Zhang 005 (CoRR, 2025)