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Theory

4950 directly classified papers

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Papers

Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026
OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026
Two Constraint Compilation Methods for Lifted Planning AAAI 2026
How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework AAAI 2026
SIDE: Surrogate Conditional Data Extraction from Diffusion Models AAAI 2026
Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling AAAI 2026
Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026
Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026
Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain AAAI 2026
Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization AAAI 2026
Expressive Temporal Specifications for Reward Monitoring AAAI 2026
Provably Data-Driven Projection Method for Quadratic Programming AAAI 2026
Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026
Proof Systems for Tensor-based Model Counting AAAI 2026
Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond AAAI 2026
Ordinal Secretaries with Advice AAAI 2026
Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective AAAI 2026
SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026
Model Counting for Dependency Quantified Boolean Formulas AAAI 2026
Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence AAAI 2026
Experimentation on Endogenous Graphs AAAI 2026
Description Logics with Two Types of Definite Descriptions: Complexity, Expressiveness, and Automated Deduction AAAI 2026
Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models AAAI 2026
3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026
Performance of Conformal Prediction in Capturing Aleatoric Uncertainty WACV 2026