| IPO: Interior-point policy optimization under constraints Y Liu, J Ding, X Liu Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4940-4947, 2020 | 148 | 2020 |
| Policy learning with constraints in model-free reinforcement learning: A survey Y Liu, A Halev, X Liu The 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021 | 93 | 2021 |
| Safeguard: User reauthentication on smartphones via behavioral biometrics L Lu, Y Liu IEEE Transactions on Computational Social Systems 2 (3), 53-64, 2015 | 53 | 2015 |
| I sense you by breath: Speaker recognition via breath biometrics L Lu, L Liu, MJ Hussain, Y Liu IEEE Transactions on Dependable and Secure Computing 17 (2), 306-319, 2017 | 46 | 2017 |
| A Constrained Reinforcement Learning Based Approach for Network Slicing Y Liu, J Ding, X Liu 2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-6, 2020 | 44 | 2020 |
| Improved perception-based spiking neuron learning rule for real-time user authentication H Qu, X Xie, Y Liu, M Zhang, L Lu Neurocomputing 151, 310-318, 2015 | 23 | 2015 |
| Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning Y Liu, J Ding, X Liu 2021 IFIP Networking Conference (IFIP Networking), 1-3, 2021 | 16 | 2021 |
| CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing Y Liu, J Ding, ZL Zhang, X Liu 2021 IEEE International Conference on Big Data (Big Data), 1427-1437, 2021 | 15 | 2021 |
| Less is more: Culling the training set to improve robustness of deep neural networks Y Liu, J Chen, H Chen International Conference on Decision and Game Theory for Security, 102-114, 2018 | 14 | 2018 |
| CTS2: Time Series Smoothing with Constrained Reinforcement Learning Y Liu, X Liu Asian Conference on Machine Learning, 363-378, 2021 | 3 | 2021 |
| Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities Y Liu, T Choi, X Liu 2nd AAAI Workshop on AI for Agriculture and Food Systems, 2023 | 1 | 2023 |
| Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning Y Liu, X Liu The 15th International Conference on Agents and Artificial Intelligence …, 2023 | | 2023 |
