Publications

Chen, D., Peterson, J. C., & Griffiths, T. L. (to appear). Evaluating vector-space models of analogy. Download paper Download data Code on GitHub( Exp 2 code | Exp 3 code | Analysis code ) Download presentation

Chen, D., Lu, H., & Holyoak, K. J. (2017). Generative inferences based on learned relations. Cognitive Science, 41, 1062-1092. Download paper Download data (Code coming soon)

Shu, T., Thurman, S., Chen, D., Zhu, S., & Lu, H. (2016). Critical features of joint actions that signal human interaction. In D. Grodner, D. Mirman, A. Papafragou, & J. Trueswell, (Eds.), Proceedings of the 38th Annual Meeting of the Cognitive Science Society (pp. 574-579). Austin, TX: Cognitive Science Society. Download paper Download data

Chen, D., Lu, H., & Holyoak, K. J. (2015). Learning and generalizing cross-category relations using hierarchical distributed representations. In D. C. Noelle, R. Dale, A. S. Warlaumont, J. Yoshimi, T. Matlock, C. D. Jennings, & P. P. Maglio, (Eds.), Proceedings of the 37th Annual Meeting of the Cognitive Science Society (pp. 339-344). Austin, TX: Cognitive Science Society. Download paper Download presentation

Chen, D., Lu, H., & Holyoak, K. J. (2014). The discovery and comparison of symbolic magnitudes. Cognitive Psychology, 71, 27-54. Download paper Get code from GitHub

Chen, D., Lu, H., & Holyoak, K. J. (2013). Generative inferences based on a discriminative Bayesian model of relation learning. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Meeting of the Cognitive Science Society (pp. 2028-2033). Austin, TX: Cognitive Science Society. Download paper Download presentation

Lu, H., Chen, D., & Holyoak, K. J. (2012). Bayesian analogy with relational transformations. Psychological Review, 119, 617-648. Download paper Get code from GitHub

Chen, D., & Holyoak, K. J. (2010). Enhancing acquisition of intuition versus planning in problem solving. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Meeting of the Cognitive Science Society (pp. 871-876). Austin, TX: Cognitive Science Society. Download paper Download data Get code from GitHub Download presentation

Chen, D., Lu, H., & Holyoak, K. J. (2010). Learning and generalization of abstract semantic relations: Preliminary investigation of Bayesian approaches. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Meeting of the Cognitive Science Society (pp. 871-876). Austin, TX: Cognitive Science Society. Download paper Download presentation

Other Presentations

Chen, D., Lu, H., & Holyoak, K. J. (2012). Bayesian analogy with relational transformations. Oral presentation at Cognitive Forum, UCLA (February). Download presentation

Holyoak, K. J., Thompson, B. J., & Chen, D. (2011). Math as model: Potential roles of game-like technology in teaching. Oral presentation at the CATS Workshop for Research on Games and Learning, UCLA (January).

Chen, D., Lu, H., & Holyoak, K. J. (2010). Bayesian approaches to learning abstract semantic relations. Poster presentation at the Workshop for Women in Machine Learning, Vancouver, Canada (December). Download presentation

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