AI News

A Diagnostic Protocol for GNNs in Electricity Load Forecasting: Separating Parameter Sharing from Neighborhood Access (arxiv.org)

Toward Fast Human Reaction Modeling from High-Frequency Digital Interaction Data (arxiv.org)

Zero-Shot Multi-Class Wafer Map Classification with Rule-Ordered Prompts for Large Multimodal Models (arxiv.org)

Clip-Low Increases Entropy and Clip-High Decreases Entropy in Reinforcement Learning of Large Language Models (arxiv.org)

Multi-Task Learning for Metal Alloy Property Prediction: An Empirical Study of Negative Transfer and Mitigation Strategies (arxiv.org)

On the Runway Cascade of Transformers for Language Modeling (arxiv.org)

$\tilde{O}(\sqrt{T})$ Regret and Polylogarithmic Constraint Violation for COCO (arxiv.org)

Center-of-Mass Interpretation of Evolution Strategies (arxiv.org)

Improving Instruction Hierarchy by Learning from Goal-Goal Conflicts (arxiv.org)

When Fusion Order Matters: Insights on Progressive Multimodal Representation Learning for Cross-modal Retrieval (arxiv.org)

Co-Design Bench: Multimodal Collaborative Coding Evaluation for Agentic Models (arxiv.org)

LongSearchEval: Evaluating Long-Horizon Web Search Capabilities of Large Language Models via a Trajectory-Aware Agent Framework with Failure-Node Localization (arxiv.org)

Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges (arxiv.org)

Same Story, Different Lens: A Multi-Agent System for Cross-Outlet News Framing Analysis (arxiv.org)

MuSID-KD: Multigranularity Knowledge Distillation for Generative Recommendation with Semantic IDs (arxiv.org)

Trainable Boundary-Keeping Where No Formal Answer Exists: A Controlled Knock-In Study of Reward Training in Evidence-Sufficiency Judgment (arxiv.org)

Before Blaming the LLM, Diagnose the Workflow: A Role-Level Difficulty Profile for Translating Natural Language into Ontology-Grounded Statements (arxiv.org)

Self-Supervised Pretraining for PHM: What Transfers, What Does Not, and What Federating It Costs (arxiv.org)

Proof-of-Agentness: Towards Verifying Agents on the Web (arxiv.org)

AgenticCity-Bench: Longitudinal Multimodal Observations of Urban Dynamics with Agentic Reasoning (arxiv.org)

Application of Artificial Intelligence in the Management of Climate Change-Related Health Issues in Africa (arxiv.org)

LLM-Enhanced Heterogeneous Graph Learning with Business Semantics for Financial Fraud Detection (arxiv.org)

RSIV-Harness: A Recursive Self-Improvement Harness Framework for Open-Domain Conversational Text-to-Visualization (arxiv.org)

AdaTrendLike: Adaptive Hierarchical Detrending and Trend Likelihood Scoring for Time Series Anomaly Detection (arxiv.org)

NeSySpec: Neuro-Symbolic Technical Intelligence for Auditing Engineering Specifications with an Application to Aircraft (arxiv.org)

From Denoising Dynamics to Endpoint Uncertainty in Diffusion Language Models (arxiv.org)

Faithful Explanations under Missing Modalities in Multimodal Dementia Prognosis (arxiv.org)

Beyond Physical Illness: Can Clinical Narratives Reveal Emerging Mental Health Risks in Chronically Ill Patients? (arxiv.org)

Skill$^{\infty}$: Recursive Self-Improvement for Agent Skill Optimization (arxiv.org)

Omni-InteractScope: Benchmarking Proactive and Agentic Interaction in Continuous Omnimodal Streams (arxiv.org)

Beyond Federated Learning: Decentralized Agentic Systems for Self-Evolving Clinical Intelligence (arxiv.org)

EvoBench: An Evolving, Diagnostic Benchmark Framework for Environmental Modeling (arxiv.org)

Retriever-Free Retrieval: Navigating Documents with Decision Models (arxiv.org)

ShutdownMod: Turning Any Trajectory into a Shutdown Evaluation (arxiv.org)

Test-Time Confidence Adaptation under RL-Induced Trajectory Shift (arxiv.org)

CANS: Capability-Preserving Neuron Steering for Large Language Models (arxiv.org)

Infinity Machine: a self-improving AI agent for research (arxiv.org)

Linear Probes Transfer from Base to Distilled Language Models despite Rotation (arxiv.org)

SAP-ViT: A Self-Attributing Patch Vision Transformer for Medical Image Classification (arxiv.org)

Agentic Algorithm Design: LLMs that Propose, Formalise, and Prove Runtime Bounds for Evolutionary Algorithms in Lean (arxiv.org)

Evolve on Graph: Self-Evolving Knowledge Graph Reasoning without Question Annotations (arxiv.org)

ArchiveLens: A Generative Spatial Knowledge Framework for Semantic Reconstruction of Historical Maps (arxiv.org)

VaLoP: Value Gradient Lookahead and Pullback for Reward-Guided Diffusion (arxiv.org)

EvoRouter: Cost-Efficient Multi-Agent Routing via Insight-Guided On-Policy Distillation (arxiv.org)

Explainable Multimodal AI Approach to Reduce Unnecessary Breast Biopsies (arxiv.org)

CLOSURE: Cross-Channel Closure for Multivariate Time Series Anomaly Detection (arxiv.org)

Free to Look, Free to Reason: Simple LLM Harnesses Outdiagnose Hand-Crafted Root Cause Analysis Agents (arxiv.org)

A Unified Arena for LLM Agents across Diverse Eurogame (arxiv.org)

Game theory of academic effort and hiring in the age of AI (arxiv.org)

Patient-specific rubric-based evaluation of large language models across longitudinal cancer care (arxiv.org)