| Mapdp: Cooperative multi-agent reinforcement learning to solve pickup and delivery problems Z Zong, M Zheng, Y Li, D Jin Proceedings of the AAAI conference on artificial intelligence 36 (9), 9980-9988, 2022 | 49 | 2022 |
| Rbg: Hierarchically solving large-scale routing problems in logistic systems via reinforcement learning Z Zong, H Wang, J Wang, M Zheng, Y Li Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 46 | 2022 |
| DeepDPM: Dynamic population mapping via deep neural network Z Zong, J Feng, K Liu, H Shi, Y Li Proceedings of the AAAI conference on artificial intelligence 33 (01), 1294-1301, 2019 | 26 | 2019 |
| Reinforced epidemic control: Saving both lives and economy S Song, Z Zong, Y Li, X Liu, Y Yu arXiv preprint arXiv:2008.01257, 2020 | 22 | 2020 |
| NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learning H Liu, Z Zong, Y Li, D Jin Applied Soft Computing 146, 110680, 2023 | 21 | 2023 |
| Deep reinforcement learning for demand driven services in logistics and transportation systems: A survey Z Zong, T Feng, T Xia, D Jin, Y Li arXiv preprint arXiv:2108.04462, 2021 | 18 | 2021 |
| Reinforcement learning for practical express systems with mixed deliveries and pickups J Chen, Z Zong, Y Zhuang, H Yan, D Jin, Y Li ACM Transactions on Knowledge Discovery from Data 17 (3), 1-19, 2023 | 10 | 2023 |
| Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window Z Zong, X Tong, M Zheng, Y Li ACM Transactions on Intelligent Systems and Technology 15 (2), 1-19, 2024 | 7 | 2024 |
| Precise mobility intervention for epidemic control using unobservable information via deep reinforcement learning T Feng, T Xia, X Fan, H Wang, Z Zong, Y Li Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 7 | 2022 |
| Multi-channel auto-encoder for speech emotion recognition Z Zong, H Li, Q Wang arXiv preprint arXiv:1810.10662, 2018 | 6 | 2018 |
| Rewriting by generating: learn heuristics for large-scale vehicle routing problems H Wang, Z Zong, T Xia, S Luo, M Zheng, D Jin, Y Li | 3 | 2021 |
| An AI-based Simulation and Optimization Framework for Logistic Systems Z Zong, H Yan, H Sui, H Li, P Jiang, Y Li Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 2 | 2023 |
| Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models F Xu, Q Hao, Z Zong, J Wang, Y Zhang, J Wang, X Lan, J Gong, T Ouyang, ... arXiv preprint arXiv:2501.09686, 2025 | 1 | 2025 |
| Understanding World or Predicting Future? A Comprehensive Survey of World Models J Ding, Y Zhang, Y Shang, Y Zhang, Z Zong, J Feng, Y Yuan, H Su, N Li, ... arXiv preprint arXiv:2411.14499, 2024 | 1 | 2024 |
