AI News

Beyond Scores: Understanding LLM-as-a-Judge Mechanisms in Summarization Evaluation (arxiv.org)

Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming (arxiv.org)

Towards Provable and Scalable Training of Quantized Neural Networks with Ising Optimization (arxiv.org)

Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models (arxiv.org)

Hints Help But Do They Teach? Evaluating Skills Transfer in Code Generation (arxiv.org)

StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization (arxiv.org)

Athena: Vulnerability-Affected Library Identification via Knowledge Graph Completion (arxiv.org)

Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment (arxiv.org)

Autonomous discovery of new structure-plausibility laws for explainable and rapid crystal diagnosis and screening (arxiv.org)

Who Judges the Judges? A Chinese Safety QA Benchmark for Evaluating LLM Responses and Safety Judges (arxiv.org)

Mechanism Design for Alignment and Control (arxiv.org)

Position Matters: Feature Inversion Attacks in ViT Split Inference with Token Reduction and Shuffling (arxiv.org)

MutMem-V2: Cryptographically Authorized Mutation in Persistent Agent Memory Portable Verification and Reproducible Evidence (arxiv.org)

One Prompt Is Enough: Watermark Laundering Through Foundation Image Models (arxiv.org)

TimeSteer: Inference-Time Speech Scheduling in Joint Audio-Visual Diffusion Models (arxiv.org)

Some Emotions Run Deeper: Layer-wise Probing and Causal Intervention in Large Language Models (arxiv.org)

EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents (arxiv.org)

Iterative GRPO: Batch-Online Policy Iteration for Multi-Turn RL via Single-Turn RLHF (arxiv.org)

HiLRP: Toward One Trustworthy Explanation for Vision Transformer: Conservation-Valid Attribution via Attention Primitives (arxiv.org)

Probing Factual Knowledge Transfer with Training Data Interventions (arxiv.org)

Scalable Rao-Blackwellized Online Planning for High-Dimensional POMDPs (arxiv.org)

CHARM: Character Hallucination for Multicultural Role Play Benchmark (arxiv.org)

Stress Testing Unlearning Algorithms (arxiv.org)

PopPert: Population-level Joint-Distribution Modeling for Single-Cell Perturbation Prediction (arxiv.org)

Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and Searching (arxiv.org)

When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning (arxiv.org)

GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions (arxiv.org)

TempCloze: Can Video-LLMs Identify the Missing Middle? (arxiv.org)

Relational-Core Graph Analytics Querying graphs at SQL scale, and why the node/edge model is a performance tax, not a truer picture of connected data (arxiv.org)

Can LLMs Design Video Coding Tools? A Case Study on Planar Mode (arxiv.org)

The Rise of Verbal Reinforcement Learning (arxiv.org)

BS: Take the Hint - Interactive Multitracer PET/CT Lesion Segmentation with a Scribble-Conditioned ResEnc U-Net (arxiv.org)

H3-World: Turning Language Understanding into World Control (arxiv.org)

From Confusion to Clarity: Confusion-Aware Retrieval and Knowledge Injection for Text Classification (arxiv.org)

CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses? (arxiv.org)

Can machines think efficiently? (arxiv.org)

SEBA: Sample-Efficient Black-Box Attacks on Visual Reinforcement Learning (arxiv.org)

GENIE: Watermarking Graph Neural Networks for Link Prediction (arxiv.org)

Silence is Golden: Mitigating Hallucinations in Large Audio-Language Models via Layer-Weighted Vector Steering (arxiv.org)

The Alexander-Hirschowitz theorem for neurovarieties (arxiv.org)

Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning (arxiv.org)

FoldingAgent: Inferring Parametric Origami Procedures from Demonstration Videos (arxiv.org)

(V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement (arxiv.org)

Investigating Hyperparameter Optimization and Transferability for ES-HyperNEAT: A TPE Approach (arxiv.org)

Differentially Private Paired Table-Image Multimodal Synthesis (arxiv.org)

Heard but Not Heeded: Paralinguistic Information Encoding and Loss in Audio-Language Models (arxiv.org)

VOIM: Training-Free Open-Vocabulary 3D Instance Mapping for RGB-D and Monocular SLAM (arxiv.org)

Beyond Static Summarization: Proactive Memory Extraction for LLM Agents (arxiv.org)

Solaris: Towards Interfaces That Are Generated, Not Coded (arxiv.org)

Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents (arxiv.org)