REDUCR: Robust Data Downsampling using Class Priority Reweighting. - William Bankes; George Hughes; Ilija Bogunovic; Zi Wang (NeurIPS, 2024)

Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift. - Seongho Son; William Bankes; Sayak Ray Chowdhury; Brooks Paige; Ilija Bogunovic (CoRR, 2024)

Robust Multi-Objective Controlled Decoding of Large Language Models. - Seongho Son; William Bankes; Sangwoong Yoon; Shyam Sundhar Ramesh; Xiaohang Tang; Ilija Bogunovic (CoRR, 2025)

Detecting High-Stakes Interactions with Activation Probes. - Alex McKenzie; Urja Pawar; Phil Blandfort; William Bankes; David Krueger 001; Ekdeep Singh Lubana; Dmitrii Krasheninnikov (CoRR, 2025)