| Mastering complex control in moba games with deep reinforcement learning D Ye, Z Liu, M Sun, B Shi, P Zhao, H Wu, H Yu, S Yang, X Wu, Q Guo, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6672-6679, 2020 | 360 | 2020 |
| Ensemble application of convolutional and recurrent neural networks for multi-label text categorization G Chen, D Ye, Z Xing, J Chen, E Cambria 2017 International joint conference on neural networks (IJCNN), 2377-2383, 2017 | 338 | 2017 |
| Towards playing full moba games with deep reinforcement learning D Ye, G Chen, W Zhang, S Chen, B Yuan, B Liu, J Chen, Z Liu, F Qiu, ... Advances in Neural Information Processing Systems 33, 621-632, 2020 | 213 | 2020 |
| Predicting semantically linkable knowledge in developer online forums via convolutional neural network B Xu, D Ye, Z Xing, X Xia, G Chen, S Li Proceedings of the 31st IEEE/ACM International Conference on Automated …, 2016 | 190 | 2016 |
| Software-specific named entity recognition in software engineering social content D Ye, Z Xing, CY Foo, ZQ Ang, J Li, N Kapre 2016 IEEE 23rd international conference on software analysis, evolution, and …, 2016 | 120 | 2016 |
| The structure and dynamics of knowledge network in domain-specific q&a sites: a case study of stack overflow D Ye, Z Xing, N Kapre Empirical Software Engineering 22, 375-406, 2017 | 78 | 2017 |
| More agents is all you need J Li, Q Zhang, Y Yu, Q Fu, D Ye arXiv preprint arXiv:2402.05120, 2024 | 75 | 2024 |
| A survey on transformers in reinforcement learning W Li, H Luo, Z Lin, C Zhang, Z Lu, D Ye arXiv preprint arXiv:2301.03044, 2023 | 71 | 2023 |
| Relation-aware transformer for portfolio policy learning K Xu, Y Zhang, D Ye, P Zhao, M Tan Proceedings of the twenty-ninth international conference on international …, 2021 | 68 | 2021 |
| Supervised learning achieves human-level performance in moba games: A case study of honor of kings D Ye, G Chen, P Zhao, F Qiu, B Yuan, W Zhang, S Chen, M Sun, X Li, S Li, ... IEEE Transactions on Neural Networks and Learning Systems 33 (3), 908-918, 2020 | 66 | 2020 |
| Coordinated proximal policy optimization Z Wu, C Yu, D Ye, J Zhang, HH Zhuo Advances in Neural Information Processing Systems 34, 26437-26448, 2021 | 59 | 2021 |
| Learning to extract api mentions from informal natural language discussions D Ye, Z Xing, CY Foo, J Li, N Kapre 2016 IEEE International Conference on Software Maintenance and Evolution …, 2016 | 58 | 2016 |
| Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks. J Li, D Ye, S Shang IJCAI, 5053-5059, 2019 | 43 | 2019 |
| Don’t do that! hunting down visual design smells in complex uis against design guidelines B Yang, Z Xing, X Xia, C Chen, D Ye, S Li 2021 IEEE/ACM 43rd international conference on software engineering (ICSE …, 2021 | 42 | 2021 |
| Juewu-mc: Playing minecraft with sample-efficient hierarchical reinforcement learning Z Lin, J Li, J Shi, D Ye, Q Fu, W Yang arXiv preprint arXiv:2112.04907, 2021 | 41 | 2021 |
| Rltf: Reinforcement learning from unit test feedback J Liu, Y Zhu, K Xiao, Q Fu, X Han, W Yang, D Ye arXiv preprint arXiv:2307.04349, 2023 | 39 | 2023 |
| Which heroes to pick? learning to draft in moba games with neural networks and tree search S Chen, M Zhu, D Ye, W Zhang, Q Fu, W Yang IEEE Transactions on Games 13 (4), 410-421, 2021 | 35 | 2021 |
| Mapgo: Model-assisted policy optimization for goal-oriented tasks M Zhu, M Liu, J Shen, Z Zhang, S Chen, W Zhang, D Ye, Y Yu, Q Fu, ... arXiv preprint arXiv:2105.06350, 2021 | 30 | 2021 |
| Honor of kings arena: an environment for generalization in competitive reinforcement learning H Wei, J Chen, X Ji, H Qin, M Deng, S Li, L Wang, W Zhang, Y Yu, L Linc, ... Advances in Neural Information Processing Systems 35, 11881-11892, 2022 | 29 | 2022 |
| Minerl diamond 2021 competition: Overview, results, and lessons learned A Kanervisto, S Milani, K Ramanauskas, N Topin, Z Lin, J Li, J Shi, D Ye, ... NeurIPS 2021 Competitions and Demonstrations Track, 13-28, 2022 | 29 | 2022 |
Zhenchang XingSenior Principal Research Scientist, CSIRO's Data61 & Australian National UniversityVerified email at csiro.au