作者位次 #2/3ICLR 2026Poster
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
Kai Hu · Haoqi Hu · Matt Fredrikson
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Kai Hu · Haoqi Hu · Matt Fredrikson
Kai Hu · Weichen Yu · Li Zhang · Alexander Robey · Andy Zou · Haoqi Hu · Chengming Xu · Matt Fredrikson
Xinyi Zhao · Haoqi Hu · Ziyu Wang · Jinfeng Xiao
Large language models (LLMs) are increasingly used as judges to evaluate, rank, and supervise other models, yet their reliability in judging LLMs’ reasoning process under long-context settings remains underexplored. Existing benchmarks either overly rely on human annotators, who may miss subtle f...