Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization. - Mucong Ding; Chenghao Deng; Jocelyn Choo; Zichu Wu; Aakriti Agrawal; Avi Schwarzschild; Tianyi Zhou 001; Tom Goldstein; John Langford 001; Animashree Anandkumar; Furong Huang (NeurIPS, 2024)

Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models. - Yuancheng Xu; Jiarui Yao; Manli Shu; Yanchao Sun; Zichu Wu; Ning Yu 006; Tom Goldstein; Furong Huang (NeurIPS, 2024)

Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities. - Zora Che; Stephen Casper; Robert Kirk; Anirudh Satheesh; Stewart Slocum; Lev E. McKinney; Rohit Gandikota; Aidan Ewart; Domenic Rosati; Zichu Wu; Zikui Cai; Bilal Chughtai; et al. (Trans. Mach. Learn. Res., 2025)