Fairmandering: A column generation heuristic for fairness-optimized political districting. - Wes Gurnee; David B. Shmoys (ACDA, 2021)

Combatting Gerrymandering with Social Choice: The Design of Multi-member Districts. - Nikhil Garg 001; Wes Gurnee; David Rothschild; David B. Shmoys (EC, 2022)

Learning Sparse Nonlinear Dynamics via Mixed-Integer Optimization. - Dimitris Bertsimas; Wes Gurnee (CoRR, 2022)

Training Dynamics of Contextual N-Grams in Language Models. - Lucia Quirke; Lovis Heindrich; Wes Gurnee; Neel Nanda (CoRR, 2023)

Finding Neurons in a Haystack: Case Studies with Sparse Probing. - Wes Gurnee; Neel Nanda; Matthew Pauly; Katherine Harvey; Dmitrii Troitskii; Dimitris Bertsimas (Trans. Mach. Learn. Res., 2023)

Language Models Represent Space and Time. - Wes Gurnee; Max Tegmark (ICLR, 2024)

Refusal in Language Models Is Mediated by a Single Direction. - Andy Arditi; Oscar Obeso; Aaquib Syed; Daniel Paleka; Nina Panickssery; Wes Gurnee; Neel Nanda (NeurIPS, 2024)

Confidence Regulation Neurons in Language Models. - Alessandro Stolfo; Ben Wu 001; Wes Gurnee; Yonatan Belinkov; Xingyi Song; Mrinmaya Sachan; Neel Nanda (NeurIPS, 2024)

Not All Language Model Features Are Linear. - Joshua Engels; Isaac Liao; Eric J. Michaud; Wes Gurnee; Max Tegmark (CoRR, 2024)

Refusal in Language Models Is Mediated by a Single Direction. - Andy Arditi; Oscar Obeso; Aaquib Syed; Daniel Paleka; Nina Rimsky; Wes Gurnee; Neel Nanda (CoRR, 2024)

The Remarkable Robustness of LLMs: Stages of Inference? - Vedang Lad; Wes Gurnee; Max Tegmark (CoRR, 2024)

Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience. - Zhonghao He; Jascha Achterberg; Katie Collins; Kevin K. Nejad; Danyal Akarca; Yinzhu Yang; Wes Gurnee; Ilia Sucholutsky; Yuhan Tang; Rebeca Ianov; George Ogden; Chole Li; et al. (CoRR, 2024)

Universal Neurons in GPT2 Language Models. - Wes Gurnee; Theo Horsley; Zifan Carl Guo; Tara Rezaei Kheirkhah; Qinyi Sun; Will Hathaway; Neel Nanda; Dimitris Bertsimas (Trans. Mach. Learn. Res., 2024)

Not All Language Model Features Are One-Dimensionally Linear. - Joshua Engels; Eric J. Michaud; Isaac Liao; Wes Gurnee; Max Tegmark (ICLR, 2025)