Publications

* denotes equal contribution.

Google Scholar

2026

AI4Good @ NeurIPS

Aligning Judge Models to Be Logically Consistent Multi-rule Interpreters

Michel Liao , Nimra Nadeem , Luxi He , Peter Henderson

Coverage

Oral at AI4Good @ NeurIPS

arXiv preprint

How does Adversarial Influence Scale in Multi-Agent Systems?

Addison Wu* , Jasin Cekinmez* , Michel Liao* , Karthik Narasimhan , Thomas Griffiths

Proceedings of the National Academy of Sciences

Statutory Construction and Interpretation for Artificial Intelligence

Luxi He* , Nimra Nadeem* , Michel Liao , Howard Chen , Danqi Chen , Mariano-Florentino Cuéllar , Peter Henderson

Coverage

Special Feature at PNAS 2026
Oral at Regulatable ML at NeurIPS 2025
Boaz Barak's CS 2881 AI Safety Course
Peter Henderson's SPI/COS 352 Artificial Intelligence & Law Course

Insect Conservation and Diversity

Integrating eDNA and Community Science to Monitor Urban Odonata Diversity

Rhema Uche-Dike* , Ethan Tolman* , Christian Benischek , Magnolia Schneider , Manpreet K. Kohli , Jonas Bush , Paul B. Frandsen , Isabella M. Errigo , Wendy Frankel , Kristin Gnojewski , Kim Chmura , Dick Jordan , Hannah Kittler , Michel Liao , Trinity Tobin , Cindy Su , Gracie Castillo , Ethan Derderian , Maleah Wei , Santiago Fernandez-Jaurez , Towako Tamano , Ben Gallafent , James Jenson , Christopher A. Walser , Jessica L. Ware , Christopher D. Beatty

2025

Artificial Intelligence, Ethics, and Society

The Model Hears You: Audio Language Model Deployments Should Consider the Principle of Least Privilege

Luxi He* , Xiangyu Qi* , Michel Liao , Inyoung Cheong , Prateek Mittal , Danqi Chen , Peter Henderson

Coverage

Oral at AIES 2025
Peter Henderson's SPI/COS 352 Artificial Intelligence & Law Course

Neural Information Processing Systems, Datasets and Benchmark Track

InFlux: A Benchmark for Self-Calibration of Dynamic Intrinsics of Video Cameras

Erich Liang , Roma Bhattacharjee , Sreemanti Dey , Rafael Moschopoulos , Caitlin Wang , Michel Liao , Grace Tan , Andrew Wang , Karhan Kayan , Stamatis Alexandropoulos , Jia Deng