| Causalvae: Disentangled representation learning via neural structural causal models M Yang, F Liu, Z Chen, X Shen, J Hao, J Wang Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 303 | 2021 |
| Multi-agent game abstraction via graph attention neural network Y Liu, W Wang, Y Hu, J Hao, X Chen, Y Gao Proceedings of the AAAI conference on artificial intelligence 34 (05), 7211-7218, 2020 | 275 | 2020 |
| Qatten: A general framework for cooperative multiagent reinforcement learning Y Yang, J Hao, B Liao, K Shao, G Chen, W Liu, H Tang arXiv preprint arXiv:2002.03939, 2020 | 225 | 2020 |
| Smarts: An open-source scalable multi-agent rl training school for autonomous driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... Conference on robot learning, 264-285, 2021 | 220 | 2021 |
| Learning to utilize shaping rewards: A new approach of reward shaping Y Hu, W Wang, H Jia, Y Wang, Y Chen, J Hao, F Wu, C Fan Advances in Neural Information Processing Systems 33, 15931-15941, 2020 | 197 | 2020 |
| Wuji: Automatic online combat game testing using evolutionary deep reinforcement learning Y Zheng, X Xie, T Su, L Ma, J Hao, Z Meng, Y Liu, R Shen, Y Chen, C Fan 2019 34th IEEE/ACM International Conference on Automated Software …, 2019 | 186 | 2019 |
| A learning-based framework for miRNA-disease association identification using neural networks J Peng, W Hui, Q Li, B Chen, J Hao, Q Jiang, X Shang, Z Wei Bioinformatics 35 (21), 4364-4371, 2019 | 164 | 2019 |
| An end-to-end heterogeneous graph representation learning-based framework for drug–target interaction prediction J Peng, Y Wang, J Guan, J Li, R Han, J Hao, Z Wei, X Shang Briefings in bioinformatics 22 (5), bbaa430, 2021 | 148 | 2021 |
| Exploration in deep reinforcement learning: a comprehensive survey T Yang, H Tang, C Bai, J Liu, J Hao, Z Meng, P Liu, Z Wang arXiv e-prints, arXiv: 2109.06668, 2021 | 130 | 2021 |
| From few to more: Large-scale dynamic multiagent curriculum learning W Wang, T Yang, Y Liu, J Hao, X Hao, Y Hu, Y Chen, C Fan, Y Gao Proceedings of the AAAI conference on artificial intelligence 34 (05), 7293-7300, 2020 | 124 | 2020 |
| Exploration in deep reinforcement learning: From single-agent to multiagent domain J Hao, T Yang, H Tang, C Bai, J Liu, Z Meng, P Liu, Z Wang IEEE Transactions on Neural Networks and Learning Systems, 2023 | 111 | 2023 |
| A survey on interpretable reinforcement learning C Glanois, P Weng, M Zimmer, D Li, T Yang, J Hao, W Liu Machine Learning, 1-44, 2024 | 101 | 2024 |
| Automatic web testing using curiosity-driven reinforcement learning Y Zheng, Y Liu, X Xie, Y Liu, L Ma, J Hao, Y Liu 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021 | 99 | 2021 |
| A deep bayesian policy reuse approach against non-stationary agents Y Zheng, Z Meng, J Hao, Z Zhang, T Yang, C Fan Advances in neural information processing systems 31, 2018 | 95 | 2018 |
| Hebo: Pushing the limits of sample-efficient hyper-parameter optimisation AI Cowen-Rivers, W Lyu, R Tutunov, Z Wang, A Grosnit, RR Griffiths, ... Journal of Artificial Intelligence Research 74, 1269-1349, 2022 | 88 | 2022 |
| Modeling scale-free graphs with hyperbolic geometry for knowledge-aware recommendation Y Chen, M Yang, Y Zhang, M Zhao, Z Meng, J Hao, I King Proceedings of the fifteenth ACM international conference on web search and …, 2022 | 87 | 2022 |
| Spectral-based graph convolutional network for directed graphs Y Ma, J Hao, Y Yang, H Li, J Jin, G Chen arXiv preprint arXiv:1907.08990, 2019 | 86 | 2019 |
| Integrating multi-network topology for gene function prediction using deep neural networks J Peng, H Xue, Z Wei, I Tuncali, J Hao, X Shang Briefings in bioinformatics 22 (2), 2096-2105, 2021 | 83 | 2021 |
| Deep multi-agent reinforcement learning with discrete-continuous hybrid action spaces H Fu, H Tang, J Hao, Z Lei, Y Chen, C Fan arXiv preprint arXiv:1903.04959, 2019 | 83 | 2019 |
| Neighborhood cognition consistent multi-agent reinforcement learning H Mao, W Liu, J Hao, J Luo, D Li, Z Zhang, J Wang, Z Xiao Proceedings of the AAAI conference on artificial intelligence 34 (05), 7219-7226, 2020 | 81 | 2020 |
