Pluralistic image completion with gaussian mixture models X Xia, W Yang, J Ren, Y Li, Y Zhan, B Han, T Liu Advances in Neural Information Processing Systems 35, 24087-24100, 2022 | 14* | 2022 |
Non-stationary projection-free online learning with dynamic and adaptive regret guarantees Y Wang, W Yang, W Jiang, S Lu, B Wang, H Tang, Y Wan, L Zhang Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15671 …, 2024 | 11 | 2024 |
Efficient sign-based optimization: Accelerating convergence via variance reduction W Jiang, S Yang, W Yang, L Zhang Advances in Neural Information Processing Systems 37, 33891-33932, 2025 | 4 | 2025 |
Universal Online Convex Optimization with Projection per Round W Yang, Y Wang, P Zhao, L Zhang arXiv preprint arXiv:2405.19705, 2024 | 4 | 2024 |
Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning W Yang, Y Jian, Y Wang, S Lu, L Shen, B Wang, H Tang, L Zhang Proceedings of the ACM Web Conference 2024, 3195-3206, 2024 | 3 | 2024 |
Online composite optimization between stochastic and adversarial environments Y Wang, S Chen, W Jiang, W Yang, Y Wan, L Zhang Advances in Neural Information Processing Systems 37, 2024 | 3 | 2024 |
Small-loss Adaptive Regret for Online Convex Optimization W Yang, W Jiang, Y Wang, P Yang, Y Hu, L Zhang Forty-first International Conference on Machine Learning, 2024 | 3 | 2024 |
Projection-free variance reduction methods for stochastic constrained multi-level compositional optimization W Jiang, S Yang, W Yang, Y Wang, Y Wan, L Zhang arXiv preprint arXiv:2406.03787, 2024 | 2 | 2024 |