作者位次 #5/5ICML 2026Poster· Deep Learning / Large Language Models
ConvexBench: Can LLMs Recognize Convex Functions?
Yepeng Liu · Yu Huang · Yu-Xiang Wang · Yingbin LIANG · Yuheng Bu
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Yepeng Liu · Yu Huang · Yu-Xiang Wang · Yingbin LIANG · Yuheng Bu
Yepeng Liu · Xuandong Zhao · Dawn Song · Gregory W. Wornell · Yuheng Bu
Despite progress in watermarking algorithms for large language models (LLMs), real-world deployment remains limited. We argue that this gap stems from misaligned incentives among LLM providers, platforms, and end users, which manifest as three key barriers: competitive risk, detection-tool govern...
Dahai Yu · Rongchao Xu · Dingyi Zhuang · Yuheng Bu · Shenhao Wang · Guang Wang