Counterfactual active learning for out-of-distribution generalization X Deng, W Wang, F Feng, H Zhang, X He, Y Liao Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 15 | 2023 |
Risk-Sensitive Deep RL: Variance-Constrained Actor-Critic Provably Finds Globally Optimal Policy H Zhong, X Deng, EX Fang, Z Yang, Z Wang arXiv preprint arXiv:2012.14098, 2020 | 5 | 2020 |
Learning to double-check model prediction from a causal perspective X Deng, F Feng, X Wang, X He, H Zhang, TS Chua IEEE Transactions on Neural Networks and Learning Systems 35 (4), 5054-5063, 2023 | 2 | 2023 |
A3S: A General Active Clustering Method with Pairwise Constraints X Deng, J Liu, H Zhong, F Feng, C Shen, X He, J Ye, Z Wang ICML 2024, 2024 | 1 | 2024 |
Less is More: Improving LLM Alignment via Preference Data Selection X Deng, H Zhong, R Ai, F Feng, Z Wang, X He arXiv preprint arXiv:2502.14560, 2025 | | 2025 |