How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation

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Weight-Decay Turns Transformer Loss Landscapes Villani: Functional-Analytic Foundations for Optimization and Generalization

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UniSD: Towards a Unified Self-Distillation Framework for Large Language Models

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Generalized Skew Multivariate Goppa Codes

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Affine Subcode Ensemble Decoding for Degeneracy-Aware Quantum Error Correction

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Tight Contraction Rates for Primitive Channels under Quantum $f$-Divergences

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Fluid Antenna Systems Enabling 6G HRLLC With Port Switching Delay

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Estimating Network-Mediated Causal Effects via Principal Components Network Regression

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Locally Repairable Codes with Availability via Elliptic Function Fields

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Identification for Inverse Gaussian Channels

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Geometric Means and Lebesgue-type Decomposition of Completely Positive Maps

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TGPP: Trajectory-Guided Plug-and-Play Priors for Sparse Radio Map Reconstruction

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An Additive Approximation Scheme for Generating Dyadic Codings for the Outputs of an LLM

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Infinite families of constacyclic codes supporting 3-designs and their applications in coding theory

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When Can Voting Help, Hurt, or Change Course? Exact Structure of Binary Test-Time Aggregation

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When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization

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Convexity in Disguise: A Theoretical Framework for Nonconvex Low-Rank Matrix Estimation

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Conditional Diffusion Under Linear Constraints: Langevin Mixing and Information-Theoretic Guarantees

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Selective Inference with Distributed Data

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Light-FMP: Lightweight Feature and Model Pruning for Enhanced Deep Recommender Systems

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