Distillation-Based Training for Multi-Exit Architectures. - Mary Phuong; Christoph Lampert (ICCV, 2019)

Towards Understanding Knowledge Distillation. - Mary Phuong; Christoph Lampert (ICML, 2019)

Functional vs. parametric equivalence of ReLU networks. - Mary Phuong; Christoph H. Lampert (ICLR, 2020)

The inductive bias of ReLU networks on orthogonally separable data. - Mary Phuong; Christoph H. Lampert (ICLR, 2021)

Formal Algorithms for Transformers. - Mary Phuong; Marcus Hutter (CoRR, 2022)

Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goals. - Rohin Shah; Vikrant Varma; Ramana Kumar; Mary Phuong; Victoria Krakovna; Jonathan Uesato; Zac Kenton (CoRR, 2022)

Model evaluation for extreme risks. - Toby Shevlane; Sebastian Farquhar; Ben Garfinkel; Mary Phuong; Jess Whittlestone; Jade Leung; Daniel Kokotajlo; Nahema Marchal; Markus Anderljung; Noam Kolt; Lewis Ho; Divya Siddarth; et al. (CoRR, 2023)

Evaluating Frontier Models for Dangerous Capabilities. - Mary Phuong; Matthew Aitchison; Elliot Catt; Sarah Cogan; Alexandre Kaskasoli; Victoria Krakovna; David Lindner; Matthew Rahtz; Yannis Assael; Sarah Hodkinson; Heidi Howard; Tom Lieberum; et al. (CoRR, 2024)

From Stability to Inconsistency: A Study of Moral Preferences in LLMs. - Monika Jotautaite; Mary Phuong; Chatrik Singh Mangat; Maria Angelica Martinez (CoRR, 2025)

Evaluating Frontier Models for Stealth and Situational Awareness. - Mary Phuong; Roland S. Zimmermann; Ziyue Wang; David Lindner; Victoria Krakovna; Sarah Cogan; Allan Dafoe; Lewis Ho; Rohin Shah (CoRR, 2025)

CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring. - Benjamin Arnav; Pablo Bernabeu-Perez; Nathan Helm-Burger; Tim Kostolansky; Hannes Whittingham; Mary Phuong (CoRR, 2025)

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety. - Tomek Korbak; Mikita Balesni; Elizabeth Barnes; Yoshua Bengio; Joe Benton; Joseph Bloom; Mark Chen 003; Alan Cooney; Allan Dafoe; Anca D. Dragan; Scott Emmons; Owain Evans; et al. (CoRR, 2025)

LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring. - Chloe Li; Mary Phuong; Noah Y. Siegel (CoRR, 2025)