AI News

PreciseCoder: Faithful and Generalizable Debugging Beyond Unit-Test Rewards (arxiv.org)

SolBehave: Evaluating the Behavioural Correctness of LLM-Generated Smart Contracts (arxiv.org)

A Rate Transfer Method: Convergence Rates in Stochastic Gradient Descent via Stochastic Calculus (arxiv.org)

Steertuning Policies from a Few Human Videos (arxiv.org)

UniW(A)M: A Unified Mixture-of-Experts Framework for World and World-Action Models (arxiv.org)

GeoReader: Learning Latent Geometry for Spatial Reasoning in Vision-Language Models (arxiv.org)

Compare to Correct: Pairwise-Guided Logit Adjustment for LLM Test-Time Scaling (arxiv.org)

RadarGSOcc: Doppler-Aware 3D Semantic Occupancy Prediction Using 4D Radar Tensor with Geometric-Semantic Feature Extraction (arxiv.org)

ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning (arxiv.org)

From Relation-Specific Heads to Shared Interventions: Contextual Entrainment in Language Models (arxiv.org)

SMI: Ontology-Grounded Semantic IDs for Hierarchy-Aware Medical Concept Representation (arxiv.org)

Agent-Environment Alignment via Automated Interface Generation (arxiv.org)

Known-Voice Cloning and the Limits of Personality Transfer for Character Design (arxiv.org)

Kwai Summary Attention V2 Technical Report (arxiv.org)

AMemOps: Evaluating Memory Updates in Long Audio Streams (arxiv.org)

Tiny Recursive Message Passing (arxiv.org)

ST-GRU PredRNN-V2: A GRU-Based Reformulation of PredRNN-V2 for Video Prediction (arxiv.org)

Unlocking Token Rewards via Training-Free Reward Attribution (arxiv.org)

FALLNEST: Dual-Domain Dataset Condensation of Imbalanced IMU Data for Wearable Fall Detection (arxiv.org)

LiFUSE: Frequency-Spatial Unified Self-Supervised Pretraining for Liver Disease Analysis on Non-contrast CT (arxiv.org)

Heading Hierarchy Reconstruction for Complex and Long Documents with Level-Wise Multimodal Memory (arxiv.org)

Holding Agents Accountable with Verifiable Agent Insurance (arxiv.org)

Decomposability-Guided Cooperative Coevolution for Large-Scale Itinerary Planning (arxiv.org)

A Controlled Evaluation of Curvature Inspired Scalar Feature Scaling for Domain Generalization (arxiv.org)

TextualRL: Textual Reinforcement Learning for Context Management (arxiv.org)

Reset Early, Reset Often, Eliminate Models (arxiv.org)

How Reliable Are Large Language Models for Soil Organic Carbon Assessment? An Australian Benchmark (arxiv.org)

Virtual Head Attention (arxiv.org)

FETALFusion: Resolution-Aware State-Space Modeling for Multi-Domain Fetal Head Segmentation (arxiv.org)

Active Neural Matter: A Finite-Window Response Framework for Physical Systems and Distributed AI Workflows (arxiv.org)

A Self-Defining Operator for Distributed Applications (arxiv.org)

GG-Nav: Goal-oriented Grounding Chain-of-Thought Elicits Reasoning in Navigation Foundation Models (arxiv.org)

Who to Trust in Multi-Robot Systems: Joint Robot and Object Hypothesis Trust Inference via Neural-Symbolic Cross-Validation (arxiv.org)

Compositional Concepts Erasing: Disentangling Object-Style via Domain Manifold Unlearning (arxiv.org)

Toward a Universal Characterization of Sudoku Puzzle Difficulty (arxiv.org)

Geometric Calibration of Supervised Fine-Tuning (arxiv.org)

Rethinking Activation Functions: Reducing Bias Can Improve Learning (arxiv.org)

AphaVoice: Text-to-Speech Model for Aphasia Patient Simulation (arxiv.org)

What Counts as the Same Task? Executable Contracts for Robustness Evaluation of Tool-Using Agents (arxiv.org)

Scale, Drivers, and Limits of Representational Alignment Across Large Language Models (arxiv.org)

RES-MR: Risk-Aware Reasoning for Explainable and Safe Medication Recommendation (arxiv.org)

Auditing Future-Memory Use in Point-in-Time Language Agents (arxiv.org)

Diffusion-Based Auctions for Multi-Winner Banner Ads (arxiv.org)

Co-adaptive Rule Routing and Constraining for Structured Knowledge Retrieval (arxiv.org)

Jevolution: A Framework for Studying Communication and Collective Dynamics in AI Agents (arxiv.org)

KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization (arxiv.org)

AgentStripes: An Evidence-Graded Maturity Model for AI Agents (arxiv.org)

Beyond Answer Voting: Fine-Grained Correction of LLM Reasoning through Graph Alignment across Sampled Traces (arxiv.org)

Specification-Based Testing of Large Language Models (arxiv.org)

Target-ESS Tempered Policy Optimization (TETPO): Smooth Variance Control via Bridge Importance Sampling (arxiv.org)