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<h1>our papers</h1>
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<div class="wrap">
<ol class="bibliography">
<li>
<div id="fan2026cdps">
<span class="author">
Fan, J. E.
</span>
<span class="year">
(2026).
</span>
<span class="title">Generative behaviors as key targets for cognitive models.</span>
<span class="periodical">
<em>Current Directions in Psychological Science.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/fan_cdps_2026.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="hertzmann_paca_2026">
<span class="author">
Hertzmann, A.,
and Fan, J. E.
</span>
<span class="year">
(2026).
</span>
<span class="title">Artists’ drawing strategies serve to overcome visual processing limitations.</span>
<span class="periodical">
<em>Psychology of Aesthetics, Creativity, and the Arts.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/hertzmann_paca_2026.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="collins2026cdps">
<span class="author">
Collins, K.,
Wong, L.,
Tenenbaum, J.,
and Fan, J. E.
</span>
<span class="year">
(2026).
</span>
<span class="title">Meaningful thought partnerships of minds and machines.</span>
<span class="periodical">
<em>Current Directions in Psychological Science.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/collins_cdps_2026.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="maeda_chi_2026">
<span class="author">
Maeda, K.,
McCarthy, W.,
Tsai, C.-Y.,
Mu, J.,
Wang, H.,
Hawkins, R.,
Fan, J. E.,
and Abtahi, P.
</span>
<span class="year">
(2026).
</span>
<span class="title">Gesturing toward abstraction: Multimodal convention formation in collaborative physical tasks.</span>
<span class="periodical">
<em>Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/maeda_chi_2026.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="chen_chi_2026">
<span class="author">
Chen, A.,
Kim, S.,
Franyutti, A.,
Dharmasiri, A.,
Mukherjee, K.,
Russakovsky, O.,
and Fan, J. E.
</span>
<span class="year">
(2026).
</span>
<span class="title">Portraying large language models as machines, tools, or companions affects what mental capacities people attribute to them.</span>
<span class="periodical">
<em>Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/chen_chi_2026.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="binder2025scoping">
<span class="author">
Binder, F.,
Mattar, M.,
Kirsh, D.,
and Fan, J. E.
</span>
<span class="year">
(2025).
</span>
<span class="title">Humans Select Subgoals That Balance Immediate and Future Cognitive Costs During Physical Assembly.</span>
<span class="periodical">
<em>Cognitive Science.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/binder_scoping_2025.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="zhu2025review">
<span class="author">
Zhu, R.,
Nduku, T.,
Zhu, L. Z.,
Fan, J. E.,
and Frank, M. C.
</span>
<span class="year">
(2025).
</span>
<span class="title">Cross-contextual variability in children’s early understanding of visual media.</span>
<span class="periodical">
<em>TopiCS in Cognitive Science.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/zhu_topics_2025.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="verma2025chart6">
<span class="author">
Verma, A.,
Mukherjee, K.,
Potts, C.,
Kreiss, E.,
and Fan, J. E.
</span>
<span class="year">
(2025).
</span>
<span class="title">CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models.</span>
<span class="periodical">
<em>arXiv preprint arXiv:2505.17202.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/verma_chart6_2025.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="mukherjee2025things">
<span class="author">
Mukherjee, K.,
Huey, H.,
Stoinski, L.,
Hebart, M.,
Fan, J. E.,
and Bainbridge, W.
</span>
<span class="year">
(2025).
</span>
<span class="title">Drawings of THINGS: A large-scale drawing dataset of 1,854 object concepts.</span>
<span class="periodical">
<em>Behavior Research Methods.</em>
</span>
<span class="links">
[<a href="https://cogtoolslab.github.io/pdf/mukherjee_things_2025.pdf" target="_blank" rel="noopener noreferrer">pdf</a>]
</span>
<!-- Hidden abstract block -->
</div>
</li>
<li>
<div id="mccarthy2025mrcad">
<span class="author">