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arXiv cs.AI Research & Papers
The Shape of Overthinking: Backtracking Bursts in Long Reasoning Traces
arXiv cs.AI Research & Papers
GS-FUSE: Granger-Supervised Gated Fusion and Multi-Granularity Alignment for Event-Driven…
arXiv cs.AI Research & Papers
GONDOR to the Rescue: Satisficing Planning with Low Memory
arXiv cs.AI Research & Papers
You Live More Than Once: Towards Hierarchical Skill Meta-Evolving
arXiv cs.AI Research & Papers
Mechanistically Interpreting the Role of Sample Difficulty in RLVR for LLMs
arXiv cs.AI Research & Papers
Prompt Codebooks: Discrete Compositional Optimization for Language Model Instruction Refi…
arXiv cs.AI Research & Papers
Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
arXiv cs.AI Research & Papers
On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective
arXiv cs.AI Research & Papers
PromptEmbedder:: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting
arXiv cs.AI Research & Papers
Visualizing Latent Phase Structures in Locomotion Policies: A Multi-Environment Study wit…
arXiv cs.AI Research & Papers
EAGer: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling
arXiv cs.AI Research & Papers
The Principles of Diffusion Models
arXiv cs.AI Research & Papers
Multi-Agent LLM-based Metamorphic Testing for REST APIs
arXiv cs.AI Research & Papers
The Cases LJP Never Sees: Prosecution Decision Prediction for More Complete Criminal Liab…
arXiv cs.AI Research & Papers
Stochastic Gradient Descent with Momentum is Algorithmically Stable
arXiv cs.AI Research & Papers
A Multi-dimensional Framework for Evaluating Generalization in EEG Foundation Models
arXiv cs.AI Research & Papers
Models That Know How Evaluations Are Designed Score Safer
arXiv cs.AI Research & Papers
Mining Multi-Modality Spatio-Temporal Cues for Video Important Person Identification
arXiv cs.AI Research & Papers
Emerging Extrinsic Dexterity in Cluttered Scenes via Dynamics-aware Policy Learning
arXiv cs.AI Research & Papers
Towards Reliable Multilingual LLMs-as-a-Judge: An Empirical Study
arXiv cs.AI Research & Papers
Reverse Probing: Supervised Token-level Uncertainty Quantification for Large Language Mod…
arXiv cs.AI Research & Papers
Heterogeneous Causal Discovery of Repeated Undesirable Health Outcomes
arXiv cs.AI Research & Papers
DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision…
arXiv cs.AI Research & Papers
Text2Model: Modeling Copilots for Text-to-Model Translation
arXiv cs.AI Research & Papers
Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM A…
arXiv cs.AI Research & Papers
GradientStabilizer:Fix the Norm, Not the Gradient
arXiv cs.AI Research & Papers
STFlow: Data-Coupled Flow Matching for Geometric Trajectory Simulation
arXiv cs.AI Research & Papers
Path Channels and Plan Extension Kernels: a Mechanistic Description of Planning in a Soko…
arXiv cs.AI Research & Papers
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning
arXiv cs.AI Research & Papers
ReflexGrad: Within-Episode Failure Recovery in LLM Agents via Progress-Gated Dual-Process…