AI Thought Partner Lab Purdue Computer Science

Papers

Every published or arXiv-posted paper by Ilia Sucholutsky and collaborators, newest first. Pick a research story to see the papers behind it, or read the whole list.

2026

Lujain Ibrahim, Katherine M Collins, Sunnie SY Kim, Anka Reuel, Max Lamparth, Kevin Feng, Lama Ahmad, Prajna Soni, Alia El Kattan, Merlin Stein, Siddharth Swaroop, Vishakh Padmakumar, Ilia Sucholutsky, Andrew Strait, Diyi Yang, Q Vera Liao, Umang Bhatt
AIES 2026
Chenyi Li, Raja Marjieh, Haoyu Hu, Mark Steyvers, Katherine M Collins, Ilia Sucholutsky, Nori Jacoby
arXiv:2602.10001, 2026
HLE Contributors Consortium
Nature, 2026
Elizabeth Mieczkowski, Katherine M Collins, Ilia Sucholutsky, Natalia Vélez, Thomas L Griffiths
arXiv:2603.12229, 2026
Sunny Yu, Myra Cheng, Ahmad Jabbar, Ilia Sucholutsky, Katherine M Collins, Dan Jurafsky, Robert D Hawkins
arXiv:2605.22687, 2026
Sunny Yu, Myra Cheng, Ahmad Jabbar, Ilia Sucholutsky, Katherine M Collins, Dan Jurafsky, Robert D Hawkins
Proceedings of the Annual Meeting of the Cognitive Science Society, 2026
Sasha Robinson, Katherine M Collins, Ilia Sucholutsky, Kelsey R Allen
arXiv:2602.21262, 2026
Haoyu Hu, Raja Marjieh, Katherine M Collins, Chenyi Li, Thomas L Griffiths, Ilia Sucholutsky, Nori Jacoby
arXiv:2602.10473, 2026
Kerem Oktar, Katherine M Collins, Jose Hernandez-Orallo, Diane Coyle, Stephen Cave, Adrian Weller, Ilia Sucholutsky
ACM AI Letters, 2026
Katherine M Collins, Umang Bhatt, Ilia Sucholutsky
Philosophical Transactions of the Royal Society A, 2026

2025

Katherine M Collins, Simon Frieder, Jonas Bayer, Jacob Loader, Jeck Lim, Peiyang Song, Fabian Zaiser, Lexin Zhou, Shanda Li, Shi-Zhuo Looi, Jose Hernandez-Orallo, Joshua B Tenenbaum, Cameron Freer, Umang Bhatt, Adrian Weller, Valerie Chen, Ilia Sucholutsky
The 5th Workshop on Mathematical Reasoning and AI at NeurIPS 2025, 2025
Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Harin Lee, Nori Jacoby, Thomas L Griffiths
Cognitive science, 2025
Xuechunzi Bai, Angelina Wang, Ilia Sucholutsky, Thomas L Griffiths
Proceedings of the National Academy of Sciences, 2025
Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun, Kevin K Nejad, Felipe Yáñez, Bati Yilmaz, Kangjoo Lee, Alexandra O Cohen, Valentina Borghesani, Anton Pashkov, Daniele Marinazzo, Jonathan Nicholas, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R Patil, Pui-Shee Lee, Rui Mata, Nicholas E Myers, Jennifer K Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M Ales, Michael Gaebler, N Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C Love
Nature human behaviour, 2025
Ilia Sucholutsky, Bonan Zhao, Hee Seung Hwang, Allison Chen, Olga Russakovsky, Tom Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2025
Lance Ying, Katherine M Collins, Lionel Wong, Ilia Sucholutsky, Ryan Liu, Adrian Weller, Tianmin Shu, Thomas L Griffiths, Joshua B Tenenbaum
arXiv:2502.20502, 2025
Ilia Sucholutsky, Katherine M Collins, Maya Malaviya, Nori Jacoby, Weiyang Liu, Theodore Sumers, Michalis Korakakis, Umang Bhatt, Mark K Ho, Joshua B Tenenbaum, Bradley C Love, Zachary Pardos, Adrian Weller, Thomas L Griffiths
Proceedings of Machine Learning Research, 2025
Ilia Sucholutsky, Katherine M Collins, Nori Jacoby, Bill D Thompson, Robert D Hawkins
Nature Computational Science, 2025
Alexander Ku, Declan Campbell, Xuechunzi Bai, Jiayi Geng, Ryan Liu, Raja Marjieh, R Thomas McCoy, Andrew Nam, Ilia Sucholutsky, Veniamin Veselovsky, Liyi Zhang, Jian-Qiao Zhu, Thomas L Griffiths
arXiv e-prints, 2025
Raja Marjieh, Veniamin Veselovsky, Thomas L Griffiths, Ilia Sucholutsky
arXiv:2502.01540, 2025
Umang Bhatt, Sanyam Kapoor, Mihir Upadhyay, Ilia Sucholutsky, Francesco Quinzan, Katherine M Collins, Adrian Weller, Andrew Gordon Wilson, Muhammad Bilal Zafar
arXiv:2503.13577, 2025
Ryan Liu, Jiayi Geng, Joshua C Peterson, Ilia Sucholutsky, Thomas L Griffiths
International Conference on Learning Representations (ICLR), 2025
Ryan Liu, Jiayi Geng, Addison J Wu, Ilia Sucholutsky, Tania Lombrozo, Thomas L Griffiths
International Conference on Machine Learning (ICML), 2025
Pasan Dissanayake, Faisal Hamman, Barproda Halder, Ilia Sucholutsky, Qiuyi Zhang, Sanghamitra Dutta
AISTATS, 2025
Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta
Transactions on Machine Learning Research, 2025
Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C Love, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B Tenenbaum, Katherine M Collins, Katherine L Hermann, Kerem Oktar, Klaus Greff, Martin N Hebart, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P O'Connell, Thomas Unterthiner, Andrew K Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L Griffiths
Transactions on Machine Learning Research, 2025

2024

Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Harin Lee, Thomas L Griffiths, Nori Jacoby
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Andi Peng, Belinda Z Li, Ilia Sucholutsky, Nishanth Kumar, Julie A Shah, Jacob Andreas, Andreea Bobu
Conference on Robot Learning (CoRL), 2024
Allison Chen, Ilia Sucholutsky, Olga Russakovsky, Thomas L Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Katherine M Collins, Ilia Sucholutsky, Umang Bhatt, Kartik Chandra, Lionel Wong, Mina Lee, Cedegao E Zhang, Tan Zhi-Xuan, Mark Ho, Vikash Mansinghka, Adrian Weller, Joshua B Tenenbaum, Thomas L Griffiths
Nature Human Behaviour, 2024
Dun-Ming Huang, Pol Van Rijn, Ilia Sucholutsky, Raja Marjieh, Nori Jacoby
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Sunayana Rane, Polyphony J Bruna, Ilia Sucholutsky, Christopher Kello, Thomas L Griffiths
arXiv:2401.08672, 2024
Kerem Oktar, Ilia Sucholutsky, Tania Lombrozo, Thomas L Griffiths
Decision, 2024
Tiancheng Yang, Ilia Sucholutsky, Kuang-Yu Jen, Matthias Schonlau
PeerJ Computer Science, 2024
Erin Grant, Ilia Sucholutsky, Jascha Achterberg, Katherine Hermann, Lukas Muttenthaler
ICLR 2024 Workshops, 2024
Steve Rathje, Dan-Mircea Mirea, Ilia Sucholutsky, Raja Marjieh, Claire E Robertson, Jay J Van Bavel
Proceedings of the National Academy of Sciences, 2024
Raja Marjieh, Ilia Sucholutsky, Pol van Rijn, Nori Jacoby, Thomas L Griffiths
Scientific Reports, 2024
Andrea Hui Wynn, Ilia Sucholutsky, Thomas L. Griffiths
NeurIPS, 2024
Andi Peng, Ilia Sucholutsky, Belinda Z Li, Theodore R Sumers, Thomas L Griffiths, Jacob Andreas, Julie A Shah
International Conference on Learning Representations (ICLR), 2024
Katherine M Collins, Valerie Chen, Ilia Sucholutsky, Hannah Rose Kirk, Malak Sadek, Holli Sargeant, Ameet Talwalkar, Adrian Weller, Umang Bhatt
arXiv:2407.12804, 2024
Zhonghao He, Jascha Achterberg, Katie Collins, Kevin Nejad, Danyal Akarca, Yinzhu Yang, Wes Gurnee, Ilia Sucholutsky, Yuhan Tang, Rebeca Ianov, George Ogden, Chole Li, Kai Sandbrink, Stephen Casper, Anna Ivanova, Grace W Lindsay
arXiv:2408.12664, 2024
Andi Peng, Andreea Bobu, Belinda Z Li, Theodore R Sumers, Ilia Sucholutsky, Nishanth Kumar, Thomas L Griffiths, Julie A Shah
ACM/IEEE International Conference on Human-Robot Interaction, 2024
Maya Malaviya, Ilia Sucholutsky, Thomas L Griffiths
Proceedings of the AAAI Symposium Series, 2024
Jakob Niedermann, Ilia Sucholutsky, Raja Marjieh, Elif Celen, Thomas L Griffiths, Nori Jacoby, Pol van Rijn
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Ilia Sucholutsky, Bonan Zhao, Tom Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Ilia Sucholutsky, Thomas L Griffiths
AAAI-24 Spring Symposium on Human-Like Learning, 2024
Sunayana Rane, Mark Ho, Ilia Sucholutsky, Thomas L Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

2023

Ilia Sucholutsky, Tom Griffiths
Advances in Neural Information Processing Systems, 2023
Pol van Rijn, Yue Sun, Harin Lee, Raja Marjieh, Ilia Sucholutsky, Francesca Lanzarini, Elisabeth André, Nori Jacoby
Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Dibyanshu Shekhar, Sree Harsha Nelaturu, Ashwath Shetty, Ilia Sucholutsky
ICLR Tiny Papers, 2023
Katherine Maeve Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham
AAAI/ACM Conference on AI, Ethics, and Society, 2023
Introducing deep learning and interpreting the patterns – a mineral deposit perspective
David First, Ilia Sucholutsky, Daniel Mogilny, Farzi Yusufali
Mineral Resource Estimation Conference 2023, 2023
Mathew Hardy, Ilia Sucholutsky, Bill Thompson, Tom Griffiths
Proceedings of the annual meeting of the cognitive science society, 2023
Ilia Sucholutsky, Ruairidh M Battleday, Katherine M Collins, Raja Marjieh, Joshua Peterson, Pulkit Singh, Umang Bhatt, Nori Jacoby, Adrian Weller, Thomas L Griffiths
Uncertainty in Artificial Intelligence, 2023
Raja Marjieh, Ilia Sucholutsky, Pol van Rijn, Nori Jacoby, Tom Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Raja Marjieh, Ilia Sucholutsky, Thomas A Langlois, Nori Jacoby, Thomas L Griffiths
International Conference on Machine Learning (ICML), 2023
Katherine M Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Ilia Sucholutsky, Bradley Love, Adrian Weller
Uncertainty in Artificial Intelligence, 2023
Raja Marjieh, Pol Van Rijn, Ilia Sucholutsky, Theodore R Sumers, Harin Lee, Thomas L Griffiths, Nori Jacoby
International Conference on Learning Representations (ICLR), 2023

2022

Maya Malaviya, Ilia Sucholutsky, Kerem Oktar, Thomas L Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2022
Yosi Hatekar, Rachit Dubey, Ted Sumers, Ilia Sucholutsky
Proceedings of the Annual Meeting of the Cognitive Science Society, 2022
Raja Marjieh, Ilia Sucholutsky, Theodore R Sumers, Nori Jacoby, Thomas L Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society, 2022

2021

Ilia Sucholutsky, Matthias Schonlau
Proceedings of the AAAI Conference on Artificial Intelligence, 2021
Ilia Sucholutsky
2021
Ilia Sucholutsky, Nam-Hwui Kim, Ryan P Browne, Matthias Schonlau
2021 International Joint Conference on Neural Networks (IJCNN), 2021
Ilia Sucholutsky, Matthias Schonlau
PeerJ Computer Science, 2021
Ilia Sucholutsky, Matthias Schonlau
Proceedings of the AAAI Conference on Artificial Intelligence, 2021
Ilia Sucholutsky, Matthias Schonlau
International Joint Conference on Neural Networks (IJCNN), 2021

2019

Ilia Sucholutsky, Apurva Narayan, Matthias Schonlau, Sebastian Fischmeister
2019 International Joint Conference on Neural Networks (IJCNN), 2019
Ilia Sucholutsky, Apurva Narayan, Matthias Schonlau, Sebastian Fischmeister
PeerJ Computer Science, 2019

2018

Ilia Sucholutsky, Matthias Schonlau
Journal of Computational Vision and Imaging Systems, 2018

2017

Matthias Schonlau, Nick Guenther, Ilia Sucholutsky
The Stata Journal, 2017