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math.NT2026
The Norm Spectrum of Barnes-Wall Lattices Below Twice the Minimum
Yuhang Cao, Sihuang Hu, Hexiang Huang +1
Let be the Barnes-Wall lattice of dimension , normalized to have minimum squared norm . We determine its complete norm spectrum strictly between and…
cs.GR2026
Aggregating LLM-Based Weak Verifiers for Spatial Layout Generation
Sharon Zhang, R. Kenny Jones, Jiajun Wu +1
We present a pipeline for building and aggregating task-specific, LLM-generated weak (imperfect) verifiers into a strong verifier for spatial layout domains. Given a task descripti…
cs.CV2026
Self-Consistency for LLM-Based Motion Trajectory Generation and Verification
Jiaju Ma, R. Kenny Jones, Jiajun Wu +1
Self-consistency has proven to be an effective technique for improving LLM performance on natural language reasoning tasks in a lightweight, unsupervised manner. In this work, we s…