| 2025 | CogSci | Hierarchical Abstraction Enables Human-Like 3D Object Recognition in Deep Learning Models. | Shuhao Fu, Philip J. Kellman, Hongjing Lu |
| 2025 | CogSci | Understanding Human Heuristics in Context-Sensitive Image Captioning. | Yanru Jiang, Rick Dale, Hongjing Lu |
| 2025 | CogSci | Few-Shot Learning of Visual Compositional Concepts through Probabilistic Schema Induction. | Andrew Jun Lee, Taylor W. Webb, Trevor Bihl, Keith J. Holyoak, Hongjing Lu |
| 2025 | CogSci | Effect-prompting shifts the narrative framing of networked interactions. | Hunter Priniski, Bryce Linford, Darren Cao, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu |
| 2025 | CogSci | Neural Representations of Social Interactivity: A Perceptual and Language Model Analysis. | Sajjad Torabian, John A. Pyles, Hongjing Lu, Emily D. Grossman |
| 2025 | CogSci | The Emergence of Latent Force Representation in Human Perception of Social Interactions. | Yiling Yun, Yi-Chia Chen, Shuhao Fu, Hongjing Lu |
| 2024 | CogSci | Social Sampling in Decision Making for Online and Offline Activities. | Bryce Linford, Hunter Priniski, Hongjing Lu |
| 2024 | CogSci | Online network topology shapes personal narratives and hashtag generation. | Hunter Priniski, Bryce Linford, Sai Krishna, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu |
| 2023 | CogSci | Asymmetry in similarity and difference judgments results from asymmetry in the complexity of the relations same and different. | Nicholas Ichien, Nyusha Lin, Keith J. Holyoak, Hongjing Lu |
| 2023 | CogSci | Human Relational Concept Learning on the Synthetic Visual Reasoning Test. | Andrew Jun Lee, Hongjing Lu, Keith J. Holyoak |
| 2023 | CogSci | Mapping between the Human Visual System and Two-stream DCNNs in Action Representation. | Yujia Peng, Xizi Gong, Hongjing Lu, Fang Fang |
| 2023 | CogSci | Human similarity judgments of emojis support alignment of conceptual systems across modalities. | Bryor Snefjella, Yiling Yun, Shuhao Fu, Hongjing Lu |
| 2022 | CogSci | From Vision to Reasoning: Probabilistic Analogical Mapping Between 3D Objects. | Shuhao Fu, Hongjing Lu, Keith J. Holyoak |
| 2022 | CogSci | Relation Representations in Analogical Reasoning and Recognition Memory. | Nicholas Ichien, Katherine L. Alfred, Sophia Rose Baia, David J. M. Kraemer, Silvia A. Bunge, Hongjing Lu, Keith J. Holyoak |
| 2022 | CogSci | Generative Inferences in Relational and Analogical Reasoning: A Comparison of Computational Models. | Nicholas Ichien, Angela Kan, Keith J. Holyoak, Hongjing Lu |
| 2022 | CogSci | Children's Acquisition of the Concept of Antonym Across Different Lexical Classes. | Amalia Ionescu, Hongjing Lu, Keith J. Holyoak, Catherine M. Sandhofer |
| 2022 | CogSci | Impact of Semantic Representations on Analogical Mapping with Transitive Relations. | Bryce Linford, Nicholas Ichien, Keith J. Holyoak, Hongjing Lu |
| 2022 | CogSci | Predicting Human Judgments of Relational Similarity: A Comparison of Computational Models Based on Vector Representations of Meaning. | Bryor Snefjella, Nicholas Ichien, Keith J. Holyoak, Hongjing Lu |
| 2022 | CogSci | Causal versus Associative Relations: Do Humans Perceive and Represent Them Differently? | Icy (Yunyi) Zhang, Shuhao Fu, Alice (Zhongrui) Xu, Hongjing Lu |
| 2021 | CogSci | Aesthetic experience is influenced by causality in biological movements. | Yi-Chia Chen, Frank E. Pollick, Hongjing Lu |
| 2021 | CogSci | Visual Analogy: Deep Learning Versus Compositional Models. | Nicholas Ichien, Qing Liu, Shuhao Fu, Keith J. Holyoak, Alan L. Yuille, Hongjing Lu |
| 2021 | ICWSM | Mapping Moral Valence of Tweets Following The Killing of George Floyd. | J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham |
| 2020 | AAAI | Theory-Based Causal Transfer: Integrating Instance-Level Induction and Abstract-Level Structure Learning. | Mark Edmonds, Xiaojian Ma, Siyuan Qi, Yixin Zhu, Hongjing Lu, Song-Chun Zhu |
| 2020 | CogSci | Contextual Interference Effect in Motor Skill Learning: An Empirical and Computational Investigation. | Julia Schorn, Hongjing Lu, Barbara J. Knowlton |
| 2019 | CogSci | Decomposing Human Causal Learning: Bottom-up Associative Learning and Top-down Schema Reasoning. | Mark Edmonds, Siyuan Qi, Yixin Zhu, James Kubricht, Song-Chun Zhu, Hongjing Lu |
| 2019 | CogSci | Individual Differences in Judging Similarity Between Semantic Relations. | Nicholas Ichien, Hongjing Lu, Keith J. Holyoak |
| 2019 | CogSci | Individual Differences in Self-Recognition from Body Movements. | Akila Kadambi, Hongjing Lu |
| 2019 | CogSci | Seeing the Meaning: Vision Meets Semantics in Solving Pictorial Analogy Problems. | Hongjing Lu, Qing Liu, Nicholas Ichien, Alan L. Yuille, Keith J. Holyoak |
| 2019 | CogSci | Perception of Continuous Movements from Causal Actions. | Yujia Peng, Nicholas Ichien, Hongjing Lu |
| 2019 | CogSci | Partitioning the Perception of Physical and Social Events Within a Unified Psychological Space. | Tianmin Shu, Yujia Peng, Hongjing Lu, Song-Chun Zhu |
| 2018 | CogSci | Deep Convolutional Networks do not Perceive Illusory Contours. | Nicholas Baker, Gennady Erlikhman, Philip J. Kellman, Hongjing Lu |
| 2018 | CogSci | Human Causal Transfer: Challenges for Deep Reinforcement Learning. | Mark Edmonds, James Kubricht, Colin Summers, Yixin Zhu, Brandon Rothrock, Song-Chun Zhu, Hongjing Lu |
| 2018 | CogSci | Physical and Causal Judgments for Object Collisions Depend on Relative Motion. | James Kubricht, Hongjing Lu |
| 2018 | CogSci | Behavioral Oscillations in Verification of Relational Role Bindings. | Yujia Peng, Pratyusha Javangula, Hongjing Lu, Keith J. Holyoak |
| 2018 | VR | Spatially Perturbed Collision Sounds Attenuate Perceived Causality in 3D Launching Events. | Duotun Wang, James Kubricht, Yixin Zhu, Wei Liang, Song-Chun Zhu, Chenfanfu Jiang, Hongjing Lu |
| 2017 | CogSci | Consistent Probabilistic Simulation Underlying Human Judgment in Substance Dynamics. | James Kubricht, Yixin Zhu, Chenfanfu Jiang, Demetri Terzopoulos, Song-Chun Zhu, Hongjing Lu |
| 2017 | CogSci | Visuomotor Adaptation and Sensory Recalibration in Reversed Hand Movement Task. | Jenny Lin, Yixin Zhu, James Kubricht, Song-Chun Zhu, Hongjing Lu |
| 2017 | CogSci | Inferring Human Interaction from Motion Trajectories in Aerial Videos. | Tianmin Shu, Yujia Peng, Lifeng Fan, Hongjing Lu, Song-Chun Zhu |
| 2016 | CogSci | Probabilistic Simulation Predicts Human Performance on Viscous Fluid-Pouring Problem. | James Kubricht, Chenfanfu Jiang, Yixin Zhu, Song-Chun Zhu, Demetri Terzopoulos, Hongjing Lu |
| 2016 | CogSci | Causal Action: A Fundamental Constraint on Perception of Bodily Movements. | Yujia Peng, Steven M. Thurman, Hongjing Lu |
| 2016 | CogSci | Critical Features of Joint Actions that Signal Human Interaction. | Tianmin Shu, Steven M. Thurman, Dawn Chen, Song-Chun Zhu, Hongjing Lu |
| 2015 | CogSci | Learning and Generalizing Cross-Category Relations Using Hierarchical Distributed Representations. | Dawn Chen, Hongjing Lu, Keith J. Holyoak |
| 2015 | CogSci | Animation Facilitates Source Understanding and Spontaneous Analogical Transfer. | James Kubricht, Hongjing Lu, Keith J. Holyoak |
| 2014 | CogSci | Anticipating an Effect from Predictive Visual Sequences: Development of Infants' Causal Inference from 9 to 18 Months. | Jeffrey K. Bye, Bryan Nguyen, Hongjing Lu, Scott P. Johnson |
| 2014 | CogSci | Generic Priors Yield Competition Between Independently-Occurring Preventive Causes. | Derek Powell, Alice Merrick, Hongjing Lu, Keith J. Holyoak |
| 2013 | CogSci | Generative Inferences Based on a Discriminative Bayesian Model of Relation Learning. | Dawn Chen, Hongjing Lu, Keith J. Holyoak |
| 2013 | CogSci | Generic Priors Yield Competition Between Independently-Occurring Causes. | Derek Powell, Alice Merrick, Hongjing Lu, Keith J. Holyoak |
| 2011 | CogSci | Uncertainty and dependency in causal inference. | Christopher Carroll, Patricia W. Cheng, Hongjing Lu |