| Projection-free distributed online learning in networks W Zhang, P Zhao, W Zhu, SCH Hoi, T Zhang International Conference on Machine Learning, 4054-4062, 2017 | 78 | 2017 |
| On the convergence of stochastic multi-objective gradient manipulation and beyond S Zhou, W Zhang, J Jiang, W Zhong, J Gu, W Zhu Advances in Neural Information Processing Systems 35, 38103-38115, 2022 | 26 | 2022 |
| Online compact convexified factorization machine X Lin, W Zhang, M Zhang, W Zhu, J Pei, P Zhao, J Huang Proceedings of the 2018 World Wide Web Conference, 1633-1642, 2018 | 24 | 2018 |
| Asynchronous decentralized online learning J Jiang, W Zhang, J Gu, W Zhu Advances in Neural Information Processing Systems 34, 20185-20196, 2021 | 18 | 2021 |
| Learning decision trees with reinforcement learning Z Xiong, W Zhang, W Zhu NIPS Workshop on Meta-Learning, 2017 | 13 | 2017 |
| Sketched follow-the-regularized-leader for online factorization machine L Luo, W Zhang, Z Zhang, W Zhu, T Zhang, J Pei Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 7 | 2018 |
| Group-based interleaved pipeline parallelism for large-scale DNN training PC Yang, X Zhang, W Zhang, M Yang, H Wei International Conference on Learning Representations, 2021 | 5 | 2021 |
| Marketing budget allocation with offline constrained deep reinforcement learning T Cai, J Jiang, W Zhang, S Zhou, X Song, L Yu, L Gu, X Zeng, J Gu, ... Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 3 | 2023 |
| Imbalance-aware uplift modeling for observational data X Chen, Z Liu, L Yu, L Yao, W Zhang, Y Dong, L Gu, X Zeng, Y Tan, J Gu Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6313-6321, 2022 | 3 | 2022 |
| AutoML and Meta-learning for Multimedia W Zhu, X Wang, W Zhang Proceedings of the 27th ACM International Conference on Multimedia, 2699-2700, 2019 | 3 | 2019 |
| Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems T Cai, S Bao, J Jiang, S Zhou, W Zhang, L Gu, J Gu, G Zhang Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 1 | 2023 |
| Multi-Objective Online Learning J Jiang, W Zhang, S Zhou, L Gu, X Zeng, W Zhu The Eleventh International Conference on Learning Representations, 2022 | | 2022 |
| Meta Learning with Minimax Regularization L Wang, S Zhou, S Zhang, W Zhang, H Chang, W Zhu | | 2021 |
| A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning T Cai, W Zhang, L Gu, X Zeng, J Gu arXiv preprint arXiv:2108.12916, 2021 | | 2021 |
| Online Compact Convexified Factorization Machine W Zhang, X Lin, P Zhao arXiv preprint arXiv:1802.01379, 2018 | | 2018 |
| Auto-Lifelong: An AutoML System for Lifelong Machine Learning Z Xiong, W Zhang, J Jiang, W Zhu | | |
