- Nearly Optimal Regret for Decentralized Online Convex Optimization [arXiv]
Yuanyu Wan, Tong Wei, Mingli Song, and Lijun Zhang
- Improved Regret for Bandit Convex Optimization with Delayed Feedback [arXiv]
Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
- Projection-free Online Learning with Arbitrary Delays [arXiv]
Yuanyu Wan, Yibo Wang, Chang Yao, Wei-Wei Tu, and Lijun Zhang
- Improved Projection-free Online Continuous Submodular Maximization [arXiv]
Yucheng Liao, Yuanyu Wan, Chang Yao, and Mingli Song
- Non-stationary Online Convex Optimization with Arbitrary Delays [arXiv]
Yuanyu Wan, Chang Yao, Mingli Song, and Lijun Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML'24), to appear, 2024.
- Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
Wei Jiang, Sifan Yang, Wenhao Yang, Yibo Wang, Yuanyu Wan, and Lijun Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML'24), to appear, 2024.
- Learning Label Shift Correction for Test-Agnostic Long-Tailed Recognition
Tong Wei, Zhen Mao, Zi-Hao Zhou, Yuanyu Wan, and Min-Ling Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML'24), to appear, 2024.
- Projection-Free Bandit Convex Optimization over Strongly Convex Sets [PDF]
Chenxu Zhang, Yibo Wang, Peng Tian, Xiao Cheng, Yuanyu Wan, and Mingli Song
In Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'24), pages 118 - 129, 2024.
- Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees [PDF]
Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, and Lijun Zhang
In Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), pages 15671 - 15679, 2024.
- Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards [PDF]
Bo Xue, Yimu Wang, Yuanyu Wan, Jinfeng Yi, Lijun Zhang
In Advances in Neural Information Processing Systems 36 (NeurIPS'23), pages 70880 - 70891, 2023.
- Disentangling Node Metric Factors For Temporal Link Prediction [PDF]
Tianli Zhang, Tongya Zheng, Yuanyu Wan, Ying Li, and Wenqi Huang
In Proceedings of the 30th International Conference on Neural Information Processing (ICONIP'23), pages 346 - 357, 2023.
- Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket [PDF]
Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, and Mingli Song
In Proceedings of the 26th European Conference on Artificial Intelligence (ECAI'23), pages 2583 - 2590, 2023.
- Improved Dynamic Regret for Online Frank-Wolfe [PDF]
Yuanyu Wan, Lijun Zhang, and Mingli Song
In Proceedings of the 36th Annual Conference on Learning Theory (COLT'23), pages 3304 - 3327, 2023.
- Distributed Projection-free Online Learning for Smooth and Convex Losses [PDF]
Yibo Wang, Yuanyu Wan, Shimao Zhang, and Lijun Zhang
In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'23), pages 10226 - 10234, 2023.
- Online Frank-Wolfe with Arbitrary Delays [PDF, Supplementary]
Yuanyu Wan, Wei-Wei Tu, and Lijun Zhang
In Advances in Neural Information Processing Systems 35 (NeurIPS'22), pages 19703 - 19715, 2022.
- Online Convex Optimization with Continuous Switching Constraint [PDF, Supplementary]
Guanghui Wang, Yuanyu Wan, Tianbao Yang, and Lijun Zhang
In Advances in Neural Information Processing Systems 34 (NeurIPS'21), pages 28636 - 28647, 2021.
- Approximate Multiplication of Sparse Matrices with Limited Space [PDF, arXiv]
Yuanyu Wan, and Lijun Zhang
In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), pages 10058 - 10066, 2021.
- Projection-free Online Learning in Dynamic Environments [PDF, Supplementary]
Yuanyu Wan, Bo Xue, and Lijun Zhang
In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), pages 10067 - 10075, 2021.
- Projection-free Online Learning over Strongly Convex Sets [PDF, arXiv]
Yuanyu Wan, and Lijun Zhang
In Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), pages 10076 - 10084, 2021.
- Projection-free Distributed Online Convex Optimization with $O(\sqrt{T})$ Communication Complexity [PDF, Supplementary]
Yuanyu Wan, Wei-Wei Tu, and Lijun Zhang
In Proceedings of the 37th International Conference on Machine Learning (ICML'20), pages 9818 - 9828, 2020.
- Efficient Adaptive Online Learning via Frequent Directions [PDF, Supplementary]
Yuanyu Wan, Nan Wei, and Lijun Zhang
In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), pages 2748 - 2754, 2018.
- Accelerating Adaptive Online Learning by Matrix Approximation [PDF, Supplementary]
Yuanyu Wan, and Lijun Zhang
In Proceedings of The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'18), pages 405 - 417, 2018.
- FTMF: Recommendation in Social Network with Feature Transfer and Probabilistic Matrix Factorization [PDF]
Zhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, Jian-Huang Lai, Dong Huang
In Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN'16), pages 847 - 854, 2016.
- Pipeline Item-based Collaborative Filtering based on MapReduce [PDF]
Zhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, Zi-Wei Huang, and Jian-Huang Lai
In Proceedings of the 2015 IEEE Fifth International Conference on Big Data and Cloud Computing (BDCC'15), pages 9 - 14, 2015.
- Regularized Online Exponentially Concave Optimization
Xu Yang, Peng Tian, Xiao CHeng, Yuanyu Wan, and Mingli Song
Neurocomputing, in press, 2024.
- Projection-free Distributed Online Learning with Sublinear Communication Complexity [PDF]
Yuanyu Wan, Guanghui Wang, Wei-Wei Tu, and Lijun Zhang
Journal of Machine Learning Research (JMLR), 23(172):1 - 53, 2022.
- Efficient Adaptive Online Learning via Frequent Directions [PDF]
Yuanyu Wan, and Lijun Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(10): 6910 - 6923, 2022.
- Online Strongly Convex Optimization with Unknown Delays [PDF]
Yuanyu Wan, Wei-Wei Tu, and Lijun Zhang
Machine Learning, 111(3):871 - 893, 2022.
- Strongly Adaptive Online Learning over Partial Intervals [PDF, Supplementary]
Yuanyu Wan, Wei-Wei Tu, and Lijun Zhang
Science China Information Sciences (SCIS), 65(10): 202101, 2022.
- Accelerating Adaptive Online Learning by Matrix Approximation [PDF]
Yuanyu Wan, and Lijun Zhang
International Journal of Data Science and Analytics (JDSA), 9(4): 389 - 400, 2020.
- Recommendation in Feature Space Sphere [PDF]
Zhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, and Jian-Huang Lai
Electronic Commerce Research and Applications (ECRA), 26(4): 109 - 118, 2017.