AI News

Misaligned Clinical Risk Classification and Cost Asymmetry in Open-Weight Large Language Models (arxiv.org)

Concurrency-Aware Process Model Forecasting with Causal Nets (arxiv.org)

User-Level Handover Decision Making Based on Machine Learning Approaches (arxiv.org)

TWIG: A Time-Causal Wavelet Operator for Autoregressive Forecasting on Irregular Graphs (arxiv.org)

Does the Truthfulness Signal Survive Code-Mixing? Probing Hidden States for Hallucination Detection in Hinglish (arxiv.org)

HFEMCNet: A Compact Hybrid Frequency Enriched Multi Channel Network for Automatic Modulation Classification (arxiv.org)

Machine Learning for Underwater Optical Wireless Communication Systems: A Comprehensive Survey (arxiv.org)

Augmenting PID Control with Deep Reinforcement Learning: A Hybrid Approach to the Industrial Benchmark (arxiv.org)

Benchmarking Hybrid Deep Learning Architectures for Predictive Maintenance in Industry 4.0 (arxiv.org)

When Does Test-Time Physical Diagnosis Pay? A Frozen Policy Buys Evidence It Never Reads (arxiv.org)

Strategy Accumulation and Guided Execution for Automated LLM Fine-Tuning (arxiv.org)

Attention-Enhanced Dual-Branch ConvNeXt-BiLSTM Network for Subject-Independent EEG Seizure Detection (arxiv.org)

When Does Learning Beat Heuristics? A Case Study in Kubernetes Scheduler Score Plugins (arxiv.org)

Using Composition Operators to Linearize LLM Semantic Transformations (arxiv.org)

EmbeddGAN: A Novel GAN Framework Using an Embedding Network and Gini Distance Correlation (arxiv.org)

Feature Suppression and Differential Privacy for Residential Traffic Classification: A Two-Home Federated Study (arxiv.org)

Predicting Out-of-Distribution Generalization of Neural Operators via Observable Spectral Error Decomposition (arxiv.org)

ST-Topo GAN: A Motor EEG-to-EMG Decoding Model Matched to Wrist Movement Complexity (arxiv.org)

Evaluation Awareness Shifts from Format to Context with Model Scale (arxiv.org)

Comparative Analysis of State-of-the-Art Foundation Models for Sleep Analysis Under Channel Reduction (arxiv.org)

The Ups and Downs of Backprop Weights (arxiv.org)

Graph Learning for Cross-Subject, Cross-Population EEG Emotion Decoding and Model-Derived Spatial-Spectral Neural Signatures (arxiv.org)

RS-Claw-Evolution: Environment-Feedback-Driven Evolution for Lightweight Remote Sensing Agents in Long-Horizon Tasks (arxiv.org)

Resist, Update, Reject: Preference Optimization Installs a Prior-Dependent Reliability Switch (arxiv.org)

COREM: Cosine-Relation Momentum Reshaping with Stateful Writeback (arxiv.org)

Preserving Geometric Integrity in Graph Prompting via Measure-Constrained Optimal Transport (arxiv.org)

Efficient Mixture-of-Experts with Speculative Decoding via Expert Coactivation (arxiv.org)

VISTA: An Attention-Based Multi-Agent Reinforcement Learning Architecture for Space Situational Awareness Sensor Tasking (arxiv.org)

Multilingual Safety Signals Are Multi-Layered: Filtering Safety-Degrading Data for Safer LLMs (arxiv.org)

Beyond the Stitching Assumption: A Unified Framework for Multimodal Synthetic Data Evaluation via Semantic Quantization (arxiv.org)

ECP-Bench: Benchmarking and Learning Entertainment Content Promotion with Foundation Models (arxiv.org)

Do Language Models Know Their Own Constraints? (arxiv.org)

GLR-MM: Graph-Based Global-Local Reconstruction for Robust Multimodal Chest X-ray and EHR Representation Learning under Missing Modalities (arxiv.org)

Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus (arxiv.org)

Circuit-Diff: Factual Edit-based Intervention Method for Localizing Knowledge in Attribution Graphs (arxiv.org)

Physics-residual machine learning predicts oxygen-evolution catalyst activity beyond the training range from sparse polarization measurements (arxiv.org)

Statistical Convergence of Transformer Encoder-Accelerated Robust Reinforcement Learning (arxiv.org)

Tool-Augmented On-Policy Distillation for LLM Domain Adaptation in Sequence-Based Omics Tasks (arxiv.org)

Global Ranks Survive, Selected Heads Shift: BOS-Sink Topology under 4-bit Weight-Only Quantization (arxiv.org)

Cost-Aware Reinforcement Learning with Action Masking and Projection for Battery Energy Storage Dispatch under Suppressed-Spread Market Shifts (arxiv.org)

Bilinear Optimization Divergence: Diagnosing Factor-Constrained LoRA Continual Learning (arxiv.org)

Blind Thermodynamic Ontology Discovery from Anonymous Experiments (arxiv.org)

ETH-TraceBench: A Large-Scale Event-Stream Benchmark for Ethereum DeFi under Temporal, Protocol, and Contract Shift (arxiv.org)

Connected Content Retriever: Dense Graph Edge Features Powering Pre-Ranking at LinkedIn (arxiv.org)

Complex-valued Phase-Coherent Transformers (arxiv.org)

Knowing, and Saying It Only When Asked: LLM Endognostics and the Schizognosis of Minerva-7B (arxiv.org)

Discovering Physical Representation Languages (arxiv.org)

EAVer: Long-Form Factuality Verification as an End-to-End Agentic Policy (arxiv.org)

Common Cause, Not Cross-Attention: Blocking Visual Shortcuts in Audio-Video Generation (arxiv.org)

From Trait Vectors to Circuits: Tracing Refusal and Sycophancy Through Language Models (arxiv.org)