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 | 213 | 2020 |
Attention-based recurrent multi-channel neural network for influenza epidemic prediction B Fu, Y Yang, Y Ma, J Hao, S Chen, S Liu, T Li, Z Liao, X Zhu 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 85* | 2018 |
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 | 74 | 2019 |
Q-value path decomposition for deep multiagent reinforcement learning Y Yang, J Hao, G Chen, H Tang, Y Chen, Y Hu, C Fan, Z Wei International Conference on Machine Learning, 10706-10715, 2020 | 60 | 2020 |
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid. Y Yang, J Hao, M Sun, Z Wang, C Fan, G Strbac IJCAI 18, 569-575, 2018 | 48* | 2018 |
Integrating sequence and network information to enhance protein-protein interaction prediction using graph convolutional networks L Liu, Y Ma, X Zhu, Y Yang, X Hao, L Wang, J Peng 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 42* | 2019 |
Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework. Y Yang, J Hao, Y Zheng, C Yu IJCAI, 630-636, 2019 | 36 | 2019 |
Independent generative adversarial self-imitation learning in cooperative multiagent systems X Hao, W Wang, J Hao, Y Yang Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 26 | 2019 |
Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks HAO Jianye, X Hao, H Mao, W Wang, Y Yang, D Li, Y Zheng, Z Wang The Eleventh International Conference on Learning Representations, 2023 | 24* | 2023 |
What about inputting policy in value function: Policy representation and policy-extended value function approximator H Tang, Z Meng, J Hao, C Chen, D Graves, D Li, C Yu, H Mao, W Liu, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8441-8449, 2022 | 22 | 2022 |
Speeding up Collective Cell Migration Using Deep Reinforcement Learning T Gan, Y Yang, J Hao, Z Liao, X Zhu 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 22* | 2018 |
Background-free upconversion-encoded microspheres for mycotoxin detection based on a rapid visualization method M Yang, M Cui, W Wang, Y Yang, J Chang, J Hao, H Wang Analytical and bioanalytical chemistry 412, 81-91, 2020 | 20 | 2020 |
Transformer-based working memory for multiagent reinforcement learning with action parsing Y Yang, G Chen, W Wang, X Hao, J Hao, PA Heng Advances in Neural Information Processing Systems 35, 34874-34886, 2022 | 12 | 2022 |
A real-time ensemble classification algorithm for time series data X Zhu, S Zhao, Y Yang, H Tang, Z Wang, J Hao 2017 IEEE International Conference on Agents (ICA), 145-150, 2017 | 10 | 2017 |
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction H Tang, Z Meng, G Chen, P Chen, C Chen, Y Yang, L Zhang, W Liu, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9834-9842, 2021 | 2 | 2021 |
Enabling target-aware molecule generation to follow multi objectives with Pareto MCTS Y Yang, G Chen, J Li, J Li, O Zhang, X Zhang, L Li, J Hao, E Wang, ... Communications Biology 7 (1), 1074, 2024 | | 2024 |
Retrosynthesis processing method and apparatus, electronic device, and computer-readable storage medium Y Yaodong, H Tang, C Guangyong, S Zhang, C Hsieh, J Hao US Patent 12,027,240, 2024 | | 2024 |
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay Y Yang, G Chen, HAO Jianye, PA Heng The Forty-first International Conference on Machine Learning, 2024 | | 2024 |
DPPMask: Masked Image Modeling with Determinantal Point Processes J Xu, Z Lin, D Zhou, Y Yang, X Liao, Q Wang, B Wu, G Chen, PA Heng Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |