| 2025 | CogSci | Reasoning Across Minds and Machines. | Hanbo Xie, Jian-Qiao Zhu, Huadong Xiong, Robert C. Wilson, Tom Griffiths |
| 2025 | CogSci | Eliciting the Priors of Large Language Models using Iterated In-Context Learning. | Jian-Qiao Zhu, Tom Griffiths |
| 2025 | ICLR | Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice. | Jian-Qiao Zhu, Haijiang Yan, Thomas L. Griffiths |
| 2024 | CogSci | Probability, but not utility, influences repeated mental simulations of risky events. | Yun-Xiao Li, Johanna Falben, Lucas Castillo, Jake Spicer, Jian-Qiao Zhu, Nick Chater, Adam Sanborn |
| 2024 | CogSci | Bias in Belief Updating: Combining the Bayesian Sampler with Heuristics. | Yitong Lin, Jian-Qiao Zhu, Adam Sanborn |
| 2024 | CogSci | Mental Sampling in Preferential Choice: Specifying the Sampling Algorithm. | Jake Spicer, Yun-Xiao Li, Lucas Castillo, Johanna Falben, Cheng Stella Qian, Jian-Qiao Zhu, Nick Chater, Adam Sanborn |
| 2024 | CogSci | Unraveling Overreaction in Expectations: Leveraging Cognitive Sampling Algorithms in Price Prediction Tasks. | Yuqi Zhou, Jian-Qiao Zhu, Jake Spicer, Adam Sanborn |
| 2024 | CogSci | Incoherent Probability Judgments in Large Language Models. | Jian-Qiao Zhu, Tom Griffiths |
| 2024 | CogSci | Recovering Mental Representations from Large Language Models with Markov Chain Monte Carlo. | Jian-Qiao Zhu, Haijiang Yan, Tom Griffiths |
| 2023 | CogSci | Comparing Human Predictions from Expert Advice to On-line Optimization Algorithms. | Feng Xia, Jian-Qiao Zhu, Tom Griffiths |
| 2023 | CogSci | Computation-Limited Bayesian Updating. | Jian-Qiao Zhu, Adam Sanborn, Nick Chater, Tom Griffiths |
| 2020 | CogSci | How many instances come to mind when making probability estimates? | Joakim Sundh, Jian-Qiao Zhu, Nicholas Chater, Adam Sanborn |
| 2019 | CogSci | Why Decisions Bias Perception: An Amortised Sequential Sampling Account. | Jian-Qiao Zhu, Adam Sanborn, Nick Chater |
| 2019 | CogSci | Bayesian Inference Causes Incoherence in Human Probability Judgments. | Jian-Qiao Zhu, Adam Sanborn, Nicholas Chater |
| 2017 | CogSci | Information Seeking as Chasing Anticipated Prediction Errors. | Jian-Qiao Zhu, Wendi Xiang, Elliot A. Ludvig |