Publications

Yulu Gan, Kaiya Ivy Zhao, Tomaso Poggio, Phillip Isola (2026). Seeing Helps Reasoning in Language Models. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, 2026.

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Lance Ying, Ryan Truong, Prafull Sharma, Kaiya Ivy Zhao, Nathan Cloos, Kelsey R. Allen, Thomas L. Griffiths, Katherine M. Collins, José Hernández-Orallo, Phillip Isola, Samuel J. Gershman, Joshua B. Tenenbaum (2026). AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games. Conference on Neural Information Processing Systems (NeurIPS), Evaluations & Datasets Track, 2026.

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Chance Jiajie Li, Zhenze Mo, Yuhan Tang, Ao Qu, Jiayi Wu, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Hang Jiang, Paul Pu Liang, Jinhua Zhao, Luis Alonso, Kent Larson (2026). HugAgent: Benchmarking LLMs for Simulation of Individualized Human Reasoning. Empirical Methods in Natural Language Processing (EMNLP), 2026 (Oral).

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Lance Ying, Katherine M. Collins, Prafull Sharma, Cedric Colas, Kaiya Ivy Zhao, Adrian Weller, Zenna Tavares, Phillip Isola, Samuel J. Gershman, Jacob D. Andreas, Thomas L. Griffiths, Francois Chollet, Kelsey R. Allen, Joshua B. Tenenbaum (2025). Assessing Adaptive World Models in Machines with Novel Games. Language, Agent, and World Models Workshop @ NeurIPS 2025 (Best Paper Award).

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Chance Jiajie Li, Jiayi Wu, Zhenze Mo, Ao Qu, Yuhan Tang, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Jinhua Zhao, Paul Liang, Luis Alonso, Kent Larson (2025). Simulating Society Requires Simulating Thought. Conference on Neural Information Processing Systems (NeurIPS), Position Track, 2025.

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Yulu Gan, Kaiya Ivy Zhao, Phillip Isola (2025). Cross-Modal Alignment Regularization: Enhancing Language Models with Vision Model Representations. Representational Alignment (Re-Align) Workshop @ ICLR 2025.

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Jiaxin Ge, Kaiya Zhao, Manuel Cortes, Jovana Kondic, Shuying Luo, Michelangelo Naim, Andrew Ahn, Guangyu Robert Yang (2023). Enhancing Understanding in Generative Agents through Active Inquiring. Intrinsically-Motivated and Open-Ended Learning Workshop @ NeurIPS 2023.

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