| Online algorithms for multi-shop ski rental with machine learned advice S Wang, J Li, S Wang Advances in Neural Information Processing Systems 33, 8150-8160, 2020 | 57* | 2020 |
| Reinforcement learning for dynamic dimensioning of cloud caches: A restless bandit approach G Xiong, S Wang, G Yan, J Li IEEE/ACM Transactions on Networking 31 (5), 2147-2161, 2023 | 21 | 2023 |
| Learning infinite-horizon average-reward restless multi-action bandits via index awareness G Xiong, S Wang, J Li Advances in Neural Information Processing Systems 35, 17911-17925, 2022 | 14 | 2022 |
| Whittle index-based q-learning for wireless edge caching with linear function approximation G Xiong, S Wang, J Li, R Singh IEEE/ACM Transactions on Networking, 2024 | 9 | 2024 |
| Online restless multi-armed bandits with long-term fairness constraints S Wang, G Xiong, J Li Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15616 …, 2024 | 7 | 2024 |
| Model-free reinforcement learning for content caching at the wireless edge via restless bandits G Xiong, S Wang, J Li, R Singh arXiv preprint arXiv:2202.13187, 2022 | 4 | 2022 |
| Personalized federated reinforcement learning with shared representations G Xiong, S Wang, D Jiang, J Li Deployable RL: From Research to Practice@ Reinforcement Learning Conference 2024, 2024 | 2 | 2024 |
| On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations G Xiong, S Wang, D Jiang, J Li arXiv preprint arXiv:2411.15014, 2024 | | 2024 |
| Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks S Wang, G Xiong, S Zhang, H Zeng, J Li, S Panwar IEEE Transactions on Wireless Communications, 2024 | | 2024 |
