UniPool: A Globally Shared Expert Pool for Mixture-of-Experts

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Verifier-Backed Hard Problem Generation for Mathematical Reasoning

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Why Global LLM Leaderboards Are Misleading: Small Portfolios for Heterogeneous Supervised ML

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Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less

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When No Benchmark Exists: Validating Comparative LLM Safety Scoring Without Ground-Truth Labels

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From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective

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Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval

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Inductive Venn-Abers and related regressors

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Edge-specific signal propagation on mature chromophore-region 3D mechanism graphs for fluorescent protein quantum-yield prediction

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Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

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Crafting Reversible SFT Behaviors in Large Language Models

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Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows

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LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation

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PianoCoRe: Combined and Refined Piano MIDI Dataset

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When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $ell_1$-norm Lower Bounds

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Online Bayesian Calibration under Gradual and Abrupt System Changes

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Locally Private Causal Inference for Randomized Experiments

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The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity

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Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent

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DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments

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