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Hao Guo

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#artificial intelligence Preprint Sep 2026

FireWorldBench: Benchmarking Complex Physical World Intelligence through Coupled-Field Fire Dynamics

FireWorldBench evaluates whether models can infer latent physical states, explain underlying mechanisms, forecast coupled-field evolution, and assess intervention consequences from multimodal partial observations, providing a challenging testbed for complex physical world intelligence.

Qiang Chen, Hao Guo, Hua-Tai Zhu et al. · 0 citations
#natural language process... Preprint Aug 2026

LiLiCorr: Lightweight Likelihood Correlation of Parallel Drafts for Speculative Decoding

LiLiCorr, a Lightweight Likelihood-based model that Correlates the per-position marginal distributions a drafter already produces, is introduced, a Lightweight Likelihood-based model that Correlates the per-position marginal distributions a drafter already produces.

M. Rusanovsky, Yoav Miron, Roy Uziel et al. · 3 citations

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