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Eugene Yu Ji

(Photo credit: Quark Yang)

Eugene Yu Ji, PhD

​Researcher in Cognitive Science at University of Waterloo & Mila Institute (from 2025 fall)

  • Cognitive Science & Computational Social Science

  • Communication & Decision-Making across Social Sciences and Policies

  • ​Consequential and Aspirational Decision-Making and Action under Radical Uncertainty

Research Interests and Methods

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My research lies at the intersection of computational cognitive science and the social sciences, organized around two interconnected strands. First, I develop integrative frameworks that combine cognitive and sociocultural perspectives to model communicative and pragmatic capacities in both humans and generative AI systems. Second, I construct dynamic, interactional models and conduct empirical work that connect language, behavior, and decision-making across key domains of social life, including political decision-making and identity, organizational behavior, educational policy, and digital governance. Substantively, I examine consequential and aspirational decision-making processes and actions under radical uncertainties, such as rare but high-impact political choices, organizational crisis management, drastic language changes in culture and politics, and human and AI-driven aspirational transformations among impoverished and displaced youth. Conceptually and methodologically, some of this work also partially builds on my earlier doctoral research on neural synchronization, oscillatory dynamics, and mammalian perception and decision-making. My research and collaborations span cognitive science, political science, anthropology, sociology, public policy, and the humanities.

Primary interests

  • Language modeling (esp. pragmatics and communication)

  • Decision-making modeling (esp. consequential decisions in social sciences)

  • Political behavior and psychology

  • Education and development 

  • Generative AI

  • Quantitative & Qualitative Methodologies

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Methods

  • Computational linguistics

  • Dynamical systems

  • Network analysis

  • Machine learning

  • Information theory

  • Field work & experiment

Contact

Selective Publications and Manuscipts

Ji, Eugene Yu (forthcoming). “Unraveling Authoritarian Reform Strategies: A Metacognitive-Subcognitive Model.” (Accepted in American Journal of Political Science AJPS; available at SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5143309)

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Ji, Eugene Yu (2025). “A Metasemantic-Metapragmatic Framework for Taxonomizing Multimodal Communicative Alignment.” (in review; ArxivPreprint: https://www.arxiv.org/abs/2501.01535)

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Zhang, Bolun, Yang Shen, Linzhuo Li, Eugene Yu Ji*, Di Wu, Tongyu Wu, Lianghao Dai (2025).  “Tinkering Against Scaling.” ArxivPreprint: https://doi.org/10.48550/arXiv.2504.16546 

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Ji, Eugene Yu (2024). “ Performing As Ways of Knowing: Projects of Legibility and State Simplification in Postcolonial Hong Kong.” Journal of Linguistic Anthropology JLA 00 (0): 1–25. https://doi.org/10.1111/jola.12434

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Ji, Eugene Yu (2024). “Large Language Models: a Historical and Socio-cultural Perspective.” Cognitive Science, 48, e13430. https://doi.org/10.1111/cogs.13430​​​

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Ji, Eugene Yu. “Bounded Rationality’s Missed Integration: Methodological Pragmatics and Normative Spillovers in Simon, Williamson, and North.” (R &R in The Journal of the History of Economic Thought JHET)

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Ji, Eugene Yu*, Yuhao Zhuang & Marieke Huysentruyt. “Empowering the Margins: Aspirational Transformations of Impoverished Youth in Rural Southwest China.” (in preparation)

Selected Awards and Fellowships

  • 2025 Chicago Forum for Free Inquiry and Expression Research Grant

  • 2024 Provost’s Global Faculty Research Award, UChicago

  • 2023 American Political Science Association (APSA) Travel Grant

  • 2022 William Rainey Harper/Provost Dissertation Fellowship, UChicago By departmental nomination

  • 2022 Gumperz Graduate Student Best Paper Prize (Honorable Mention), the Society of Linguistic Anthropology (SLA) of the American Anthropological Association (AAA)

  • 2022 Norman H. Anderson Award, Department of Psychology, UChicago

  • 2021 Center for International Social Science Research (CISSR) Dissertation Support Award, UChicago

  • 2021 John Dewey Lectureship Prize, Department of Psychology, UChicago

Contact

Cognitive Science, Social Sciences Division,

The University of Chicago, Chicago, IL, 60637

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Email: yuji1@uchicago.edu

©2024 by Eugene Yu Ji. All rights reserved.

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