| A theoretical study on solving continual learning G Kim, C Xiao, T Konishi, Z Ke, B Liu Advances in neural information processing systems 35, 5065-5079, 2022 | 89 | 2022 |
| Learnability and algorithm for continual learning G Kim, C Xiao, T Konishi, B Liu International Conference on Machine Learning, 16877-16896, 2023 | 36 | 2023 |
| Continual learning based on ood detection and task masking G Kim, S Esmaeilpour, C Xiao, B Liu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 29 | 2022 |
| Open-world continual learning: Unifying novelty detection and continual learning G Kim, C Xiao, T Konishi, Z Ke, B Liu Artificial Intelligence 338, 104237, 2025 | 15 | 2025 |
| Generalized data distribution iteration J Fan, C Xiao arXiv preprint arXiv:2206.03192, 2022 | 15 | 2022 |
| Gdi: Rethinking what makes reinforcement learning different from supervised learning J Fan, C Xiao, Y Huang arXiv preprint arXiv:2106.06232, 2021 | 14 | 2021 |
| Mastering strategy card game (Hearthstone) with improved techniques C Xiao, Y Zhang, X Huang, Q Huang, J Chen 2023 IEEE Conference on Games (CoG), 1-8, 2023 | 12 | 2023 |
| Mastering strategy card game (legends of code and magic) via end-to-end policy and optimistic smooth fictitious play W Xi, Y Zhang, C Xiao, X Huang, S Deng, H Liang, J Chen, P Sun arXiv preprint arXiv:2303.04096, 2023 | 11 | 2023 |
| Conditions for length generalization in learning reasoning skills C Xiao, B Liu arXiv preprint arXiv:2311.16173, 2023 | 7 | 2023 |
| A theory for length generalization in learning to reason C Xiao, B Liu arXiv preprint arXiv:2404.00560, 2024 | 5 | 2024 |
| An entropy regularization free mechanism for policy-based reinforcement learning C Xiao, H Shi, J Fan, S Deng arXiv preprint arXiv:2106.00707, 2021 | 5 | 2021 |
| CASA: A bridge between gradient of policy improvement and policy evaluation C Xiao, H Shi, J Fan, S Deng CoRR, abs/2105.03923, 2021a. URL https://arxiv. org/abs/2105.03923, 2021 | 3 | 2021 |
| ParliRobo: Participant lightweight ai robots for massively multiplayer online games (MMOGs) J Zheng, C Xiao, M Li, Z Li, F Qian, W Liu, X Wu Proceedings of the 31st ACM International Conference on Multimedia, 9093-9102, 2023 | 1 | 2023 |
| Hierarchical meta reinforcement learning for multi-task environments D Zhao, Y Huang, C Xiao, Y Li, S Deng | 1 | 2021 |
| CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration C Xiao, H Shi, J Fan, S Deng, H Yin arXiv preprint arXiv:2105.03923, 2021 | | 2021 |
| Solving Continual Learning via Problem Decomposition G Kim, C Xiao, T Konishi, Z Ke, B Liu | | |
