| 2025 | CogSci | Discovering Hidden Laws in Innovation by Recombination. | Bonan Zhao, Elizabeth Mieczkowski, Dilip Arumugam, Natalia Vlez, Tom Griffiths |
| 2025 | CogSci | Are two-year-olds intrinsically motivated to explore their own competence? | Bella Fascendini, Bonan Zhao, Natalia Vlez |
| 2025 | CogSci | Bootstrapping in Geometric Puzzle Solving. | Xiangying He, Bonan Zhao, Neil R. Bramley |
| 2025 | CogSci | State Sensitivity in an Additive Discovery Game. | Yifan Hong, Chen Wang, Bonan Zhao |
| 2025 | CogSci | Learning a Doubly-Exponential Number of Concepts From Few Examples. | Ilia Sucholutsky, Bonan Zhao, Hee Seung Hwang, Allison Chen, Olga Russakovsky, Tom Griffiths |
| 2024 | CogSci | A Rational Model of Innovation by Recombination. | Bonan Zhao, Natalia Vlez, Tom Griffiths |
| 2024 | CogSci | Are toddlers intrinsically motivated to explore their own competence? | Bella Fascendini, Bonan Zhao, Natalia Vlez |
| 2024 | CogSci | Using Compositionality to Learn Many Categories from Few Examples. | Ilia Sucholutsky, Bonan Zhao, Tom Griffiths |
| 2023 | CogSci | A rational model of spatial neglect. | Tianwei Gong, Bonan Zhao, Robert D. McIntosh, Chris Lucas |
| 2022 | CogSci | Categorizing perceived causal events. | Nicolas Marchant, Bonan Zhao, Neil R. Bramley, Diego Morales, Sergio E. Chaigneau |
| 2022 | CogSci | Dissecting causal asymmetries in inductive generalization. | Zeyu Xia, Bonan Zhao, Tadeg Quillien, Chris Lucas |
| 2022 | CogSci | Powering up causal generalization: A model of human conceptual bootstrapping with adaptor grammars. | Bonan Zhao, Neil R. Bramley, Chris Lucas |
| 2021 | CogSci | Symbolic and Sub-Symbolic Systems in People and Machines. | Simon Valentin, Bonan Zhao, Chentian Jiang, Neil Bramley, Chris Lucas |
| 2020 | CogSci | Order Effects in One-shot Causal Generalization. | Bonan Zhao, Neil Bramley |
| 2018 | CogSci | Predicting Cognitive Difficulty of the Deductive Mastermind Game with Dynamic Epistemic Logic Models. | Bonan Zhao, Iris van de Pol, Maartje E. J. Raijmakers, Jakub Szymanik |