AI News

No Free Lunch in Flow Surrogates under Time-Varying Boundary Conditions: A Two-Regime Study (arxiv.org)

Distributed Convolutional Rank Regression over Decentralized Networks (arxiv.org)

FMOPF: Latent Flow Matching with Constraint-Aware Interaction Priors for AC Optimal Power Flow (arxiv.org)

Beyond a Global Norm: Personalizing Toxicity Sensitivity in Language Models Without Retraining (arxiv.org)

TRACE: Business Rule-Grounded Reasoning Curriculum for Knowledge-Preserving Parametric Tool Retrieval in Enterprise LLMs (arxiv.org)

Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG Classification (arxiv.org)

Asymmetric Hierarchical Anchoring for Robust Audio-Visual Cross-Modal Generalization (arxiv.org)

Order in Desbordante: Techniques for Efficient Implementation of Order Dependency Discovery Algorithms (arxiv.org)

D3O: Dynamic Distribution Distillation for Ordinal Regression (arxiv.org)

Fast approximate estimation of conditional Shapley values when using a linear explainer (arxiv.org)

Co-Harness: Co-Evolving Harnesses and Model Weights for LLM Agents (arxiv.org)

FILLER: Feature Imputation via Latent Location Exploration and Retrieval (arxiv.org)

Learning to Optimize: Joint Routing and Flow Allocation on Sparse Non-Euclidean Networks (arxiv.org)

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis (arxiv.org)

Context Is King: How In-Context Specification Shapes the Geometry of Concepts (arxiv.org)

Bitcoin Price Direction Prediction via Regime-Aware Multi-Modal Fusion of Social Sentiment and Technical Features (arxiv.org)

Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems (arxiv.org)

SEGRA: Structured Experience-Guided Graph Reasoning Agent for Gremlin Based Question Answering (arxiv.org)

LEX-EC: A Lexical Evidence-Channel Audit Framework for Zero-Shot LLM Personality Classification in Black-Box Settings (arxiv.org)

Short-Term Pain for Long-Term Gain: Adaptive Experiment with Post-Commitment Reward Shift (arxiv.org)

KG2Code: Bridging Knowledge Graphs and Large Language Models via Executable Code for Question Answering (arxiv.org)

Imprompt: A Language Framework for Prompt Programming (arxiv.org)

Does Graph Compression Preserve Signal Propagation? (arxiv.org)

When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe (arxiv.org)

Variational Boosting for Physics-Informed Neural Networks (arxiv.org)

Not All LLM Reasoning is Visible in the Chain-of-Thought (arxiv.org)

Between Suppression and Collapse: Evaluating Narrative Unlearning with LENS (arxiv.org)

STAIF: A Stage-wise Optimization for Complex Instruction Following (arxiv.org)

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding (arxiv.org)

Beyond Sequential Interaction: Benchmarking Parallel Execution and Coordination for GUI Agents (arxiv.org)

Semalith v1.4: A Calibrated 184M Safety Classifier Achieving State-of-the-Art Prompt-Injection Detection at 44x Fewer Parameters than Llama-Guard-3-8B (arxiv.org)

KAYROS: An Anytime and Exact Open-Source Solver for Duration-Minimization Time-Dependent Vehicle Routing. A Technical Report and a Case Study in Human-AI Engineering (arxiv.org)

Face Recognition with Machine Learning in OpenCV_ Fusion of the results with the Localization Data of an Acoustic Camera for Speaker Identification (arxiv.org)

From Machine Learning to Large-Scale EO Products: Best Practices for Making Maps (arxiv.org)

Traceable LLM Reasoning for Fake-Order Fraud Detection (arxiv.org)

Scoping Review of AI, Metrology, and ESG in the Semiconductor Sector: Implications for Safe and Sustainable by Design (SSbD) (arxiv.org)

Trustworthy Medical Segmentation: Uncertainty-Aware U-Net Evaluation Under Clinical Image Degradation (arxiv.org)

What CLIP Knows but Cannot Say: Recovering Negation from Frozen Intermediate Features (arxiv.org)

Coordinated Networking for On-Device Agent-Augmented Real-Time Communication (arxiv.org)

Neural operator discovery from heterogeneous trajectories (arxiv.org)

EgoPlay: Event-Triggered Video Editing for Egocentric Streams (arxiv.org)

Generalization bounds and sample complexity for remaining useful life prediction from complete degradation trajectories (arxiv.org)

EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings (arxiv.org)

Revitalizing Public Urban Places through Cultural and Political Memory: A Technological Approach with LLMs and Augmented Reality (arxiv.org)

DOSA: A Tree-Guided, Self-Regressive Framework for Long Document Structure Analysis (arxiv.org)

SetGo: Metadata Readiness for Scientific AI Datasets (arxiv.org)

Mirror Langevin diffusions: Convergence rates and Markov chain approximations (arxiv.org)

D-Score: A Spectral Hidden-State Signal for Hallucination Detection in Large Language Models (arxiv.org)

Learning When to Reason for Text-to-SQL via SFT and DPO (arxiv.org)

Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation (arxiv.org)