AI News

PSG-Nav: Probabilistic Scene Graph Navigation via Multiverse Decision Making (arxiv.org)

Optimal Regularization for Performative Learning (arxiv.org)

Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention (arxiv.org)

KG-FairDiff: Knowledge Graph-Guided Prompt Refinement for Demographically Fair Text-to-Image Generation (arxiv.org)

Don't Read Everything: A Curvature-Conditioned Query for Linear Attention (arxiv.org)

SEArch: Optimistic Policy Selection Between Scene Noise and Drift for UAV Radar Search (arxiv.org)

Towards Optimal Robustness in Learning-Augmented Paging (arxiv.org)

Multi-Agent Computer Use (arxiv.org)

TukaBench: A Culturally Grounded Jailbreak Benchmark for African Languages (arxiv.org)

DiffuSent: Towards a Unified Diffusion Framework for Aspect-Based Sentiment Analysis (arxiv.org)

Digital Twin-Assisted Adaptive Multi-Agent DRL for Intelligent Spectrum and Resource Management in Open-RAN UAV-Enabled 6G Networks (arxiv.org)

Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research (arxiv.org)

Autopilot-Preserving Residual Q-Learning with HJB-Inspired Finite-Action Risk Filtering for Fixed-Wing UAV Command Supervision (arxiv.org)

Differentially Private Datastore Generation for Retrieval-Augmented Inference (arxiv.org)

Spatially Distributed Task-Oriented Compression for Multi-Emitter Localization and Characterization with Spectral Overlap (arxiv.org)

Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence (arxiv.org)

Perception First: A Frontier Native-Video Model with Self-Consistency for Implicit Video Question Answering (arxiv.org)

Compliance-Scored Best-of-N Guardrail Orchestration for Multimodal Document Generation in Payments Dispute Defense (arxiv.org)

Bridging Requirements and Architecture: Multi-Agent Orchestration with External Knowledge and Hierarchical Memory (arxiv.org)

Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing (arxiv.org)

Consistent and Distinctive: LLM Benchmark Efficiency via Maximum Independent Set Prompt Selection on Similarity Graphs (arxiv.org)

On the Evaluation of Spiking Neural Network Configurations for Network Intrusion Detection (arxiv.org)

Crazyflow: An Accurate, GPU-Accelerated, Differentiable Drone Simulator in JAX (arxiv.org)

LLM Consortium for Software Design Refinement: A Controlled Experiment on Multi-Agent Collaboration Topologies (arxiv.org)

ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree (arxiv.org)

Scalable Counterfactual Risk Estimation for Rare Events in Longitudinal Data (arxiv.org)

TLG: Temporal-Logic Grounding for Video Question Answering via Source-Annotation Reconstruction and Category-Targeted Reasoning (arxiv.org)

Learning Chaotic Dynamics through Second-Order Geometric Supervision (arxiv.org)

Don't Let a Few Network Failures Slow the Entire AllReduce (arxiv.org)

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning (arxiv.org)

TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning (arxiv.org)

Move the Query, Not the Cache: Characterizing Cross-Instance Latent Attention Redistribution Across GPU Fabrics (arxiv.org)

On the Limits of Token Reduction for Efficient Unified Vision Language Training (arxiv.org)

Agent Operating Systems (AOS): Integrating Agentic Control Planes into, and Beyond, Traditional Operating Systems (arxiv.org)

Self-Conditioned Positional HNSW for Overlap-Aware Retrieval in Chunked-Document RAG Systems: Method and Industrial Evidence-Quality Audit (arxiv.org)

Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents (arxiv.org)

IstGPT: LLM-based Anomaly Detection for Spatial-Temporal Graph in Industrial Systems (arxiv.org)

Understanding Identity Continuity in Thermal Video through Scene-Level Consistency (arxiv.org)

KDH-CAD: Knowledge-data hybrid CAD learning under data scarcity (arxiv.org)

Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs (arxiv.org)

Practical Aspects on Solving Differential Equations Using Deep Learning: A Primer (arxiv.org)

FlatVPR: Plug-and-play Geo-linear Residual Adapter for Geometric Rectification of Foundation Model Feature Manifolds (arxiv.org)

Sensitivity as a Double-Edged Sword: A Trade-off Between Discriminability and Adversarial Robustness (arxiv.org)

Accelerating Min-Max Optimization via Power-Law Stepsizes (arxiv.org)

An Algebraic View of the Expressivity of Recurrent Language Models (arxiv.org)

Multilinguality of Large Language Models From a Structural Perspective (arxiv.org)

Identifying High-Confidence Social Biases in LLMs for Trustworthy Conversational Tutoring Agents (arxiv.org)

TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning (arxiv.org)

EvoPool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision (arxiv.org)

AlphaToken: Decoupling Adaptation and Stability for Path-Aware Response Token Valuation in LLM Post-Training (arxiv.org)