| Evolutionary dynamics drives role specialization in a community of players D Jia, X Wang, Z Song, I Romić, X Li, M Jusup, Z Wang Journal of the royal society interface 17 (168), 20200174, 2020 | 62 | 2020 |
| A novel route to cyclic dominance in voluntary social dilemmas H Guo, Z Song, S Geček, X Li, M Jusup, M Perc, Y Moreno, S Boccaletti, ... Journal of the Royal Society Interface 17 (164), 20190789, 2020 | 59 | 2020 |
| Local and global stimuli in reinforcement learning D Jia, H Guo, Z Song, L Shi, X Deng, M Perc, Z Wang New Journal of Physics 23 (8), 083020, 2021 | 57 | 2021 |
| Reinforcement learning facilitates an optimal interaction intensity for cooperation Z Song, H Guo, D Jia, M Perc, X Li, Z Wang Neurocomputing 513, 104-113, 2022 | 46 | 2022 |
| Emergence of punishment in social dilemma with environmental feedback Z Wang, Z Song, C Shen, S Hu Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11708 …, 2023 | 36 | 2023 |
| Adaptive willingness resolves social dilemma in network populations P Zhu, Z Song, H Guo, Z Wang, T Zhao Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (11), 2019 | 21 | 2019 |
| Third-party intervention of cooperation in multilayer networks H Guo, Z Song, M Perc, X Li, Z Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (11), 6646-6657, 2023 | 20 | 2023 |
| Effect of state transition triggered by reinforcement learning in evolutionary prisoner’s dilemma game H Guo, Z Wang, Z Song, Y Yuan, X Deng, X Li Neurocomputing 511, 187-197, 2022 | 19 | 2022 |
| Third party interventions mitigate conflicts on interdependent networks Z Song, H Guo, D Jia, M Perc, X Li, Z Wang Applied Mathematics and Computation 403, 126178, 2021 | 17 | 2021 |
| Investing the effect of age and cooperation in spatial multigame Y Han, Z Song, J Sun, J Ma, Y Guo, P Zhu Physica A: Statistical Mechanics and its Applications 541, 123269, 2020 | 17 | 2020 |
| Incorporating social payoff into reinforcement learning promotes cooperation L Fan, Z Song, L Wang, Y Liu, Z Wang Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (12), 2022 | 15 | 2022 |
| Delay-induced patterns in a reaction–diffusion system on complex networks X Wang, Z Song, Z Li, L Chang, Z Wang New Journal of Physics 23 (7), 073022, 2021 | 10 | 2021 |
| Exit options sustain altruistic punishment and decrease the second-order free-riders, but it is not a panacea C Shen, Z Song, L Shi, J Tanimoto, Z Wang Science China Information Sciences 68 (1), 1-14, 2025 | 4 | 2025 |
| Convergence analysis of distributed population dynamics based on second-order Delaunay triangulation Z Song, H Guo, D Yu, Z Wang Information Sciences 610, 637-650, 2022 | 4 | 2022 |
| Large Language Models Overcome the Machine Penalty When Acting Fairly but Not When Acting Selfishly or Altruistically Z Wang, R Song, C Shen, S Yin, Z Song, B Battu, L Shi, D Jia, T Rahwan, ... arXiv preprint arXiv:2410.03724, 2024 | 1 | 2024 |
| On evolution of non-binding commitments: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al. Z Song Physics of Life Reviews 52, 245-247, 2025 | | 2025 |