Xiao Ren

Finite-time singularity formation in 3D Navier-Stokes is within reach: this work decodes and streamlines OpenAI's landmark blowup profile using a transparent linear model that satisfies admissible stress constraints without smallness assumptions.

Results show that apparent attack winners depend on text-quality constraints, attack generality, and capability assumptions, and that apparent attack winners depend on text-quality constraints, attack generality, and capability assumptions.

This paper introduces InceptionRAG, a stealthy attack mechanism that subverts the standard attack paradigm of RAG, and shows superior evasion capabilities, effectively bypassing established defenses that mitigate traditional single-document injections.

Re-ranking control alone boosts key performance metrics by over 2%, but extending it to fine ranking unlocks even greater gains without sacrificing system stability.