AI News

PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems (arxiv.org)

AI Code Sandboxes: A Comparative Security Study. Part 1 of 2 -- Engine-Level Properties (Attack Surface, Leakage, Stackability, CVE History, Patch Cadence, Fuzzing) (arxiv.org)

Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics (arxiv.org)

CoVEBench: Can Video Editing Models Handle Complex Instructions? (arxiv.org)

Provably Efficient Personalized Multi-Objective Bandits with Proactive Conversational Queries (arxiv.org)

Adaptive Loss Balancing for Noise-Robust GRPO in Generative Recommendation (arxiv.org)

FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training (arxiv.org)

GENERIC-FNO: Embedding Energy Conservation and Entropy Production into Fourier Neural Operators (arxiv.org)

Orthogonality and Dimensionality in Airline Cluster Analysis using PCA and Kernel PCA (arxiv.org)

Where the Score Lives: A Wavelet View of Diffusion (arxiv.org)

Fourier fractal dimension to predict the generalization of deep neural networks (arxiv.org)

TimpaTeks: Automatic In-place Text Sequence Modification via Diffusion Language Model Steering (arxiv.org)

Hiding in Plain Floats: Steganographic Carriers for Indirect Prompt and Content Injection (arxiv.org)

SceneConductor: 3D Scene Generation from Single Image with Multi-Agent Orchestration (arxiv.org)

Impacts of Histories and Models on LLM Grading: A Study in Advanced Software Engineering Courses (arxiv.org)

PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation (arxiv.org)

Auditing Proprietary Alignment in Large Language Models: A Comparative Framework Without a Ground-Truth Standard (arxiv.org)

RiskNet: A large-scale dataset of AI risk incidents from news with alignment and multi-dimensional annotations (arxiv.org)

An Information-Theoretic Definition for Open-Ended Learning (arxiv.org)

Emergence World: A Platform for Evaluating Long-Horizon Multi-Agent Autonomy (arxiv.org)

Pre-Intervention Prediction of Sparse Autoencoder Steering Side Effects (arxiv.org)

STAR-KV: Low-Rank KV Cache Compression via Soft Thresholding for Adaptive Rank Control (arxiv.org)

Self-Supervised Vision Transformers for CBCT-Based Detection of Temporomandibular Joint Osteoarthritis (arxiv.org)

Generative Frontier Planning for Adaptive Peer-Referral Recruitment under Covariate-Dependent Arrivals (arxiv.org)

AgriGov: A Structured Multilingual Dataset Curation for Indian Government Schemes for Farmers (arxiv.org)

An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response (arxiv.org)

PAI: Preserving Amplitude Information in Representation-Based Time-Series Anomaly Detection (arxiv.org)

MOLOT System Card: Malicious Operational Logic Observation Transformer (arxiv.org)

Non-Archimedean Polydisc Spaces and Applications to Optimisation (arxiv.org)

GNSS-FM: A Self-Supervised Foundation Model for Daily GNSS Displacement Time Series (arxiv.org)

Lost in the Flow with Code Talkers: Unveiling the Instruction-Tuning Tax of Large Language Models in Code Tasks (arxiv.org)

BioVid: Autoregressive Video Generation with Biological Behavior Semantic Comprehension (arxiv.org)

TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation (arxiv.org)

The Need for Neural ISP in the Small-Pixel Era: How Shrinking Pixels Push Optics to the Limit and Neural Restoration Pushes Back (arxiv.org)

A Hierarchical Feature Engineering Framework for Automated Classification of Phonotraumatic and Non-Phonotraumatic Vocal Hyperfunction (arxiv.org)

Hardware-aware Low-latency Quantum Compilation with Data-driven Lightweight Error Detection for Early Fault-Tolerant Systems (arxiv.org)

Need We Teach Foundation Models What is a Generative Image? Gradient-Free Generative Artifact Detection via Analytic Spectral Adaptation (arxiv.org)

Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems (arxiv.org)

Latent Diffusion Policy: Shaping Latent Spaces for Diffusion-Based Robotic Manipulation (arxiv.org)

FiberTune: Preserving Action-Fiber Visual Residuals in Vision-Language-Action Fine-Tuning (arxiv.org)

Reconstructing Synthetic SDO/AIA 193 A EUV Images from He I 10830 A Observations with Diffusion Model Translator (arxiv.org)

What neurosurgeons need to see: synthetic intra-operative MRI from ultrasound for brain-shift compensation in brain tumour surgery (arxiv.org)

QDS-SNN: Energy-efficient Quantum Deeply-Supervised Spiking Neural Network Algorithm for Traffic Sign Recognition (arxiv.org)

SC3: The Multi-Solvent Solubility Challenge and Benchmark (arxiv.org)

Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation (arxiv.org)

SHIELD-IDS: Structurally Heterogeneous Ensemble with Integrated Layered Defense for Intrusion Detection Systems (arxiv.org)

A Unifying Lens on Reward Uncertainty in RLHF (arxiv.org)

OnlyDense: Reduced-Order Modeling for Lagrangian simulation (arxiv.org)

Stage-1 Controls the Entropy Regime, Not the Outcome (arxiv.org)

Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets (arxiv.org)