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Effect Binding and Trusted Rendering for Agent Step-Up Authorization https://ax-news.com/?article=218215602 AX-NEWS en 2026-10-16T04:00:00+00:00 Reaction Attack on CKKS Deployments with Asymptotically Optimal Query Complexity https://ax-news.com/?article=218215603 AX-NEWS en 2026-10-16T04:00:00+00:00 Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation https://ax-news.com/?article=218215609 AX-NEWS en 2026-10-16T04:00:00+00:00 From One Query to Many: A Critical Survey of Privacy Accounting in RAG https://ax-news.com/?article=218215611 AX-NEWS en 2026-10-16T04:00:00+00:00 When Rotation Bounds Nothing: Streaming Image Classifiers to Field Nodes Under Physical Capture https://ax-news.com/?article=218215613 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluating and Improving Static Application Security Testing Tools for Rust https://ax-news.com/?article=218215614 AX-NEWS en 2026-10-16T04:00:00+00:00 Matoi: Selective Revalidation of Consequence Evidence for Agent Authorization https://ax-news.com/?article=218215277 AX-NEWS en 2026-10-16T04:00:00+00:00 Energetics of Fault-Tolerant Spin-Qubit Quantum Computation https://ax-news.com/?article=218215278 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient quantum simulation of unitary gates based on atomic ensembles https://ax-news.com/?article=218215621 AX-NEWS en 2026-10-16T04:00:00+00:00 SMT-Boosted Security Types and Correctness for Low-Level MPC https://ax-news.com/?article=218215279 AX-NEWS en 2026-10-16T04:00:00+00:00 Programmable all-to-all entangling gates for cavity-coupled atoms https://ax-news.com/?article=218215626 AX-NEWS en 2026-10-16T04:00:00+00:00 Practical wavelength selection for quantum-augmented networks over shared optical fiber https://ax-news.com/?article=218215627 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy https://ax-news.com/?article=218215631 AX-NEWS en 2026-10-16T04:00:00+00:00 Explicit reduced APN permutations: ramification and optimal Galois-ring lifts https://ax-news.com/?article=218215633 AX-NEWS en 2026-10-16T04:00:00+00:00 Smoothness of Shortest Isogenies to Frobenius Conjugates https://ax-news.com/?article=218215636 AX-NEWS en 2026-10-16T04:00:00+00:00 Federated Art Chase: Privacy Leakage and Data Poisoning in Federated Fine-Tuning https://ax-news.com/?article=218215637 AX-NEWS en 2026-10-16T04:00:00+00:00 Shortcut Sensitivity in Agent-Safety Evaluations https://ax-news.com/?article=218215638 AX-NEWS en 2026-10-16T04:00:00+00:00 Subgraph Counting with Local Node Differential Privacy https://ax-news.com/?article=218215280 AX-NEWS en 2026-10-16T04:00:00+00:00 Constrained dissipation and the lifetime of quantum many-body scars https://ax-news.com/?article=218215281 AX-NEWS en 2026-10-16T04:00:00+00:00 SynDebug: A Framework to Debug Logic Bugs in Fault-Tolerant Quantum Computing Programs https://ax-news.com/?article=218215644 AX-NEWS en 2026-10-16T04:00:00+00:00 Post-Quantum Secure Aggregation via Code-Based Homomorphic Encryption https://ax-news.com/?article=218215650 AX-NEWS en 2026-10-16T04:00:00+00:00 SoK: Trading Agents or Market Crashers? Dissecting Robustness and Security Failures in Academic Financial LLM Trading Schemes https://ax-news.com/?article=218215283 AX-NEWS en 2026-10-16T04:00:00+00:00 Magna: simulating magic state factories as cheaply as Clifford circuits https://ax-news.com/?article=218215284 AX-NEWS en 2026-10-16T04:00:00+00:00 Magic in quantum trajectory unravelings of noisy random quantum circuits https://ax-news.com/?article=218215286 AX-NEWS en 2026-10-16T04:00:00+00:00 Discovering state-of-the-art quantum circuits with large language models https://ax-news.com/?article=218215287 AX-NEWS en 2026-10-16T04:00:00+00:00 Representation-split Carleman lattice Boltzmann with near-unit step success probability on quantum computers https://ax-news.com/?article=218215652 AX-NEWS en 2026-10-16T04:00:00+00:00 Autonomous OSS Threat Detection via Taxonomy-Aligned LLMs https://ax-news.com/?article=218215653 AX-NEWS en 2026-10-16T04:00:00+00:00 Trust a Few: The Weakest Assumptions a Protocol Needs https://ax-news.com/?article=218215288 AX-NEWS en 2026-10-16T04:00:00+00:00 Finite-cutoff geometry from double-scaled SYK https://ax-news.com/?article=218215290 AX-NEWS en 2026-10-16T04:00:00+00:00 Long-lived local coherences at high temperature from frozen domain walls https://ax-news.com/?article=218215292 AX-NEWS en 2026-10-16T04:00:00+00:00 The Magic Barrier: A Universal Feature of Quantum Thermalization https://ax-news.com/?article=218215657 AX-NEWS en 2026-10-16T04:00:00+00:00 How Feasible are Passive Network Attacks on 5G Networks and Beyond? A Survey https://ax-news.com/?article=218215293 AX-NEWS en 2026-10-16T04:00:00+00:00 Collective Organization of String Fragmentation https://ax-news.com/?article=218215294 AX-NEWS en 2026-10-16T04:00:00+00:00 A Rydberg atom array coupled to a high-cooperativity optical cavity https://ax-news.com/?article=218215295 AX-NEWS en 2026-10-16T04:00:00+00:00 Casimir Sign Reversal from Finite-Range Bogoliubov Fluctuations https://ax-news.com/?article=218215667 AX-NEWS en 2026-10-16T04:00:00+00:00 Compiling Multi-Threshold Operators for Quantized Non-Monotonic and Fine-Granular Activations in Custom-Tailored DNN Accelerators https://ax-news.com/?article=218215669 AX-NEWS en 2026-10-16T04:00:00+00:00 PAGE404: Breaking GPU Isolation Through Hardware-assisted Page Migration https://ax-news.com/?article=218215671 AX-NEWS en 2026-10-16T04:00:00+00:00 A Black-Box Positioning Solution for Effortless Integration in Wearable Navigation https://ax-news.com/?article=218215674 AX-NEWS en 2026-10-16T04:00:00+00:00 Arcal\'{i}s: Accelerating Remote Procedure Calls Using a L\'{i}ghtweight Near-Cache Solution https://ax-news.com/?article=218215680 AX-NEWS en 2026-10-16T04:00:00+00:00 Wattlytics: A Web Platform for Co-Optimizing Performance, Energy, and TCO in HPC Clusters https://ax-news.com/?article=218215685 AX-NEWS en 2026-10-16T04:00:00+00:00 Purify Before You Align: Improving Representation Alignment for Diffusion Models https://ax-news.com/?article=218215686 AX-NEWS en 2026-10-16T04:00:00+00:00 ReasonUni: Reasoning-Augmented Reconstruction Advances Unified Multimodal Models https://ax-news.com/?article=218215687 AX-NEWS en 2026-10-16T04:00:00+00:00 Blame Errant Words, Not the Canvas: Defect-Aware Spatial Credit Assignment for Visual Text Generation https://ax-news.com/?article=218215688 AX-NEWS en 2026-10-16T04:00:00+00:00 RIGen: Beyond Action Following with Reciprocal Interaction in Generative Gameplay https://ax-news.com/?article=218215689 AX-NEWS en 2026-10-16T04:00:00+00:00 Intern Lumina U2: A Multi-Codebook Diffusion Large Language Model for Omni-Visual Understanding and Image Generation https://ax-news.com/?article=218215690 AX-NEWS en 2026-10-16T04:00:00+00:00 MARS - A foundational map auto-regressor https://ax-news.com/?article=218215691 AX-NEWS en 2026-10-16T04:00:00+00:00 Probing Negation Understanding in Vision-Language Models With Object Attention https://ax-news.com/?article=218215692 AX-NEWS en 2026-10-16T04:00:00+00:00 DefoliationCAM: An Edge-AI System for Real-Time Insect Defoliation Severity Assessment in Grapevines https://ax-news.com/?article=218215693 AX-NEWS en 2026-10-16T04:00:00+00:00 Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation https://ax-news.com/?article=218215694 AX-NEWS en 2026-10-16T04:00:00+00:00 Decision-FLIP: Budget-Free Structured Pruning for Gaussian Occupancy Models https://ax-news.com/?article=218215695 AX-NEWS en 2026-10-16T04:00:00+00:00 VELD-QA: A Large-Scale Dataset for Visual Evidence Grounding and Question Answering in Long Documents https://ax-news.com/?article=218215696 AX-NEWS en 2026-10-16T04:00:00+00:00 PiCo: Physics-Informed Concept Probing for Geo-Foundation Models https://ax-news.com/?article=218215697 AX-NEWS en 2026-10-16T04:00:00+00:00 DeSpatial: The devil of Agentic Spatial Reasoning Lies in 3D Itself https://ax-news.com/?article=218215698 AX-NEWS en 2026-10-16T04:00:00+00:00 EigDiff: Eigensample Diffusion - or how to significantly reduce training dataset size with marginal performance variation? https://ax-news.com/?article=218215699 AX-NEWS en 2026-10-16T04:00:00+00:00 Mind the Tail: Data Selection Through Sparse Concepts https://ax-news.com/?article=218215700 AX-NEWS en 2026-10-16T04:00:00+00:00 Audio-Visual Dog Identification and Tracking in Real-World Videos https://ax-news.com/?article=218215701 AX-NEWS en 2026-10-16T04:00:00+00:00 RoPE-Flow: Monocular Vision-based Robot Pose Estimation via 2D Graph-Conditioned 3D Flow Matching https://ax-news.com/?article=218215702 AX-NEWS en 2026-10-16T04:00:00+00:00 RoboCloth: A Large-Scale Real Cloth Material Dataset for Neural Reflectance Reconstruction https://ax-news.com/?article=218215703 AX-NEWS en 2026-10-16T04:00:00+00:00 Can World and Action Modeling Benefit Each Other under Unified Causal Training? https://ax-news.com/?article=218215704 AX-NEWS en 2026-10-16T04:00:00+00:00 Sparse Attention for Video Generation Acceleration via Growing Sparsity and Reduced Search https://ax-news.com/?article=218215705 AX-NEWS en 2026-10-16T04:00:00+00:00 Trajectory Prediction Method for person under WSN with Hierarchical Envelope Adversarial Domain Adaptation https://ax-news.com/?article=218215706 AX-NEWS en 2026-10-16T04:00:00+00:00 VisualTrust: Video Reasoning under On-Screen Claim Framing https://ax-news.com/?article=218215707 AX-NEWS en 2026-10-16T04:00:00+00:00 ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling https://ax-news.com/?article=218215708 AX-NEWS en 2026-10-16T04:00:00+00:00 UltraDiff: Transferring High-Fidelity Priors to Compressed Latent Spaces for High-Resolution Image Generation https://ax-news.com/?article=218215709 AX-NEWS en 2026-10-16T04:00:00+00:00 SpaceCache: Intermediate Feature Reuse for Efficient Semantic Segmentation on Point Cloud Streams https://ax-news.com/?article=218215710 AX-NEWS en 2026-10-16T04:00:00+00:00 DLOSAC: Joint Spatial-Geometric Image Estimation via Delaunay-Guided Local Optimization RANSAC https://ax-news.com/?article=218215711 AX-NEWS en 2026-10-16T04:00:00+00:00 A large-scale climate-aware satellite image dataset for domain adaptive land-cover semantic segmentation https://ax-news.com/?article=218215712 AX-NEWS en 2026-10-16T04:00:00+00:00 FocusOPD: Structure-Guided On-Policy Distillation for Diffusion Models https://ax-news.com/?article=218215713 AX-NEWS en 2026-10-16T04:00:00+00:00 Do VLAs Really Follow Instructions? Diagnosing How-Level Instruction Following in Vision-Language-Action Models https://ax-news.com/?article=218215714 AX-NEWS en 2026-10-16T04:00:00+00:00 TRACER: A Multimodal Harness for Patient Care in Hospitals https://ax-news.com/?article=218215715 AX-NEWS en 2026-10-16T04:00:00+00:00 ReState: Noise-Level-Aware State Correction for Training-Free Object Removal in Few-Step Diffusion Models https://ax-news.com/?article=218215716 AX-NEWS en 2026-10-16T04:00:00+00:00 GeoPano: Towards Geometrically Accurate 3D Reconstruction from a Single Panorama https://ax-news.com/?article=218215717 AX-NEWS en 2026-10-16T04:00:00+00:00 Dusting the Phantom: Gaussian Allocation for Fading Dynamic Content https://ax-news.com/?article=218215718 AX-NEWS en 2026-10-16T04:00:00+00:00 VLA-$\Delta$: Learning Physical State Transition for Vision-Language-Action Models https://ax-news.com/?article=218215719 AX-NEWS en 2026-10-16T04:00:00+00:00 Loud and Clear: Making Visual Evidence Count in Multimodal Document RAG https://ax-news.com/?article=218215720 AX-NEWS en 2026-10-16T04:00:00+00:00 ZoomCap: Evidence-Routed Visual Zooming for Recoverable Visual Information Transfer https://ax-news.com/?article=218215721 AX-NEWS en 2026-10-16T04:00:00+00:00 CoViG: Coarsened Vision GNN for Image Classification https://ax-news.com/?article=218215722 AX-NEWS en 2026-10-16T04:00:00+00:00 AdaLoop: Thinking with the Vision Encoder https://ax-news.com/?article=218215723 AX-NEWS en 2026-10-16T04:00:00+00:00 CertEx: Exact Visual Retrieval at Scale by Certified Exclusion https://ax-news.com/?article=218215724 AX-NEWS en 2026-10-16T04:00:00+00:00 Semantic Latent Alignment for Flow Matching with Invertible Bi-Lipschitz Adapters https://ax-news.com/?article=218215725 AX-NEWS en 2026-10-16T04:00:00+00:00 When Should a Low-Light Pipeline Generate? Auditable Risk Control for Selective Generative Enhancement https://ax-news.com/?article=218215726 AX-NEWS en 2026-10-16T04:00:00+00:00 L2GSSL: Label-Efficient Local-to-Global Self-Supervised Learning for Volumetric Healthcare Data https://ax-news.com/?article=218215727 AX-NEWS en 2026-10-16T04:00:00+00:00 CoDeFont: One-Shot Font Generation via Multi-Scale Factor-Specific Representation Learning https://ax-news.com/?article=218215728 AX-NEWS en 2026-10-16T04:00:00+00:00 SATOR: Backpropagation-Free 3D Test-Time Adaptation via Sample-Adaptive Token Routing https://ax-news.com/?article=218215729 AX-NEWS en 2026-10-16T04:00:00+00:00 Perception or Reasoning? Diagnosing and Tackling Reinforcement Learning Bottlenecks in VLMs https://ax-news.com/?article=218215730 AX-NEWS en 2026-10-16T04:00:00+00:00 CLAD: Keypoint Matching Using Global Line Correspondences https://ax-news.com/?article=218215731 AX-NEWS en 2026-10-16T04:00:00+00:00 Where, How, and When: Query-Guided Grounding for Video Understanding https://ax-news.com/?article=218215732 AX-NEWS en 2026-10-16T04:00:00+00:00 ManiFusion: Unlocking the High-Throughput Generation via Superposition in Manifold Space https://ax-news.com/?article=218215733 AX-NEWS en 2026-10-16T04:00:00+00:00 RLDF: A Region-Level Deepfake Dataset and Benchmark for Partial-Face Manipulation Detection https://ax-news.com/?article=218215734 AX-NEWS en 2026-10-16T04:00:00+00:00 PET Quantification-Preserving Registration for Longitudinal Whole-Body PSMA PET/CT https://ax-news.com/?article=218215735 AX-NEWS en 2026-10-16T04:00:00+00:00 Can Visual Generation Expand What Unified Multimodal Models Know? https://ax-news.com/?article=218215736 AX-NEWS en 2026-10-16T04:00:00+00:00 Cross-Prompt Inference Mitigates Rare-Class Suppression in Imbalanced VLM Finetuning https://ax-news.com/?article=218215737 AX-NEWS en 2026-10-16T04:00:00+00:00 GRASE: Geometry-native Real-to-sim Agentic Scene Modeling from Video https://ax-news.com/?article=218215738 AX-NEWS en 2026-10-16T04:00:00+00:00 FilterFusion: Prior-Guided Adaptive Filter Fusion for Efficient Video Denoising https://ax-news.com/?article=218215739 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Classifier-Free Guidance for TI2I Flow Matching https://ax-news.com/?article=218215740 AX-NEWS en 2026-10-16T04:00:00+00:00 Decoupled Safety Control: A Safety-Control Algorithm for Training-Free Safety Guidance https://ax-news.com/?article=218215741 AX-NEWS en 2026-10-16T04:00:00+00:00 MYOPIA: Understanding the Limits of Tree-Based Reasoning in Vision-Language Models https://ax-news.com/?article=218215742 AX-NEWS en 2026-10-16T04:00:00+00:00 Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-Visual LLMs https://ax-news.com/?article=218215743 AX-NEWS en 2026-10-16T04:00:00+00:00 A Decision-Aware Evaluation Protocol for Uncertainty in Medical Image Segmentation https://ax-news.com/?article=218215744 AX-NEWS en 2026-10-16T04:00:00+00:00 Anchor3DGS: Feed-Forward 3D Gaussian Splatting with Compact Anchor-Based Representation https://ax-news.com/?article=218215745 AX-NEWS en 2026-10-16T04:00:00+00:00 Spurious Attention Heads in Vision Transformers: Mechanistic Identification of Annotation-Driven Bias in Medical Chest X-Ray Analysis https://ax-news.com/?article=218215746 AX-NEWS en 2026-10-16T04:00:00+00:00 DIAL: Dynamic and Informed Adjustment of the Native Stochastic Law for Reliable Weather Ensembles https://ax-news.com/?article=218215747 AX-NEWS en 2026-10-16T04:00:00+00:00 SCMerge: Spatial-Consistency-Aware Token Pair Merging for Efficient Semantic Segmentation https://ax-news.com/?article=218215748 AX-NEWS en 2026-10-16T04:00:00+00:00 Digital Typhoon Dataset V3: Benchmarking for Multi-spectral Extension and Analyzing Systematic Bias in Intensity Regression https://ax-news.com/?article=218215296 AX-NEWS en 2026-10-16T04:00:00+00:00 Data-Driven Optimization of Seminumerical Exchange for SIMD CPUs https://ax-news.com/?article=218215749 AX-NEWS en 2026-10-16T04:00:00+00:00 FusionAudit: Pathway-Conditioned Robustness Auditing for Native Multimodal Models https://ax-news.com/?article=218215750 AX-NEWS en 2026-10-16T04:00:00+00:00 Edit4D: Editable 4D Scene Generation with Textual Control https://ax-news.com/?article=218215751 AX-NEWS en 2026-10-16T04:00:00+00:00 Bridging the Markerless Tracking Validation Gap: Intraoperative X-ray Workflow Integration https://ax-news.com/?article=218215752 AX-NEWS en 2026-10-16T04:00:00+00:00 Mixture of Multi-Sequence Feature Difference for Contrast-Enhanced MRI Synthesis https://ax-news.com/?article=218215753 AX-NEWS en 2026-10-16T04:00:00+00:00 International 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MLLM Inference https://ax-news.com/?article=218215894 AX-NEWS en 2026-10-16T04:00:00+00:00 LVMT: Video Mask Transformer for Long-term Video Segmentation https://ax-news.com/?article=218215895 AX-NEWS en 2026-10-16T04:00:00+00:00 TRAC: Trajectory-aware Reuse and Adaptive Correction for Efficient Autoregressive Video Generation https://ax-news.com/?article=218215896 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Entropy: Self-Diagnostic Multi-Role Token Optimization for Video Reasoning https://ax-news.com/?article=218215897 AX-NEWS en 2026-10-16T04:00:00+00:00 Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection https://ax-news.com/?article=218215898 AX-NEWS en 2026-10-16T04:00:00+00:00 Every View Counts: View-Consistent Panoptic Quality for Multi-view Panoptic Segmentation https://ax-news.com/?article=218215899 AX-NEWS en 2026-10-16T04:00:00+00:00 InstantFusion: A Shared Latent Interface for Heterogeneous Image Generators https://ax-news.com/?article=218215900 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2026-10-16T04:00:00+00:00 TwinPrune: Density-Aware Two-Phase Token Pruning for Vision-Language Models https://ax-news.com/?article=218215907 AX-NEWS en 2026-10-16T04:00:00+00:00 Morphology-aware deep learning predicts colorectal cancer survival from whole-slide images https://ax-news.com/?article=218215908 AX-NEWS en 2026-10-16T04:00:00+00:00 SPARCL: Spatially Adaptive Regional Coverage for Active Learning in Chest X-ray Analysis https://ax-news.com/?article=218215909 AX-NEWS en 2026-10-16T04:00:00+00:00 RSIgen: Reciprocal Self-Improvement for Agentic Visual Generation https://ax-news.com/?article=218215910 AX-NEWS en 2026-10-16T04:00:00+00:00 DuplexBridge: Coordinating Understanding and Generation for Unified Image Editing https://ax-news.com/?article=218215911 AX-NEWS en 2026-10-16T04:00:00+00:00 The Last Remote Sensing Model Built by Humans? Casting Any Earth Observation Task as Recursive Self-Improvement https://ax-news.com/?article=218215912 AX-NEWS en 2026-10-16T04:00:00+00:00 Frame Evidence:A Benchmark for Reference Frames and Visual Evidence in Multi-Image Spatial Reasoning https://ax-news.com/?article=218215913 AX-NEWS en 2026-10-16T04:00:00+00:00 A Diagnostic Study of World-Space Human Recovery Under High Camera Dynamics https://ax-news.com/?article=218215914 AX-NEWS en 2026-10-16T04:00:00+00:00 A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language https://ax-news.com/?article=218215915 AX-NEWS en 2026-10-16T04:00:00+00:00 BOLT: Universal Classifier Training via a Bayes-Error Upper Bound https://ax-news.com/?article=218215916 AX-NEWS en 2026-10-16T04:00:00+00:00 IKMo: Image-Keyframed Motion Generation with Trajectory-Pose Conditioned Motion Diffusion Model https://ax-news.com/?article=218215917 AX-NEWS en 2026-10-16T04:00:00+00:00 PanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolution https://ax-news.com/?article=218215918 AX-NEWS en 2026-10-16T04:00:00+00:00 Stabilizing the Modality Gap: Null-Space Projected Continual Learning for Vision-Language Models https://ax-news.com/?article=218215919 AX-NEWS en 2026-10-16T04:00:00+00:00 ZeST: A VLM-based Zero-Shot Traversability Navigation for Unknown Environments https://ax-news.com/?article=218215920 AX-NEWS en 2026-10-16T04:00:00+00:00 Imaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomics https://ax-news.com/?article=218215921 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Not To Interfere: Adapting Experts For Model Merging https://ax-news.com/?article=218215922 AX-NEWS en 2026-10-16T04:00:00+00:00 RoboAtlas: Contextual Active SLAM https://ax-news.com/?article=218215923 AX-NEWS en 2026-10-16T04:00:00+00:00 KoViDoRe: A Benchmark for Korean Visual Document Retrieval https://ax-news.com/?article=218215924 AX-NEWS en 2026-10-16T04:00:00+00:00 ICON decomposition: Multivariate concept auditing reveals shortcuts that neural networks rely on https://ax-news.com/?article=218215925 AX-NEWS en 2026-10-16T04:00:00+00:00 PLSP (Pre-hoc Liminal Space Profiling): OOD Prediction over Detection -- An Anticipatory Approach for Machine Learning Model Reliability https://ax-news.com/?article=218215926 AX-NEWS en 2026-10-16T04:00:00+00:00 Tile-Based Phase Unwrapping with Reliability-Ordered Joining and Residual-Weighted Multipath Averaging https://ax-news.com/?article=218215927 AX-NEWS en 2026-10-16T04:00:00+00:00 ProTracer: Proprioception-Guided Failure Diagnosis in Robot Manipulation https://ax-news.com/?article=218215928 AX-NEWS en 2026-10-16T04:00:00+00:00 FlatClip: Reusing Image Foundation Models for fMRI Representation Learning via Cortical Flatmaps https://ax-news.com/?article=218215929 AX-NEWS en 2026-10-16T04:00:00+00:00 LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception https://ax-news.com/?article=218215930 AX-NEWS en 2026-10-16T04:00:00+00:00 MorphoBranch: A Fine-Structure-Preserving Workbench for Morphometric Analysis of Branched Cellular Structures https://ax-news.com/?article=218215931 AX-NEWS en 2026-10-16T04:00:00+00:00 Video-Time Priors for EEG-fNIRS Emotion Regression on Familiar Videos https://ax-news.com/?article=218215932 AX-NEWS en 2026-10-16T04:00:00+00:00 CIViC: Evidence Gates for Audio-Conditioned Visual Prediction on Proxy Tasks https://ax-news.com/?article=218215933 AX-NEWS en 2026-10-16T04:00:00+00:00 LoopWAM: Closed-Loop Generalist Policy Improvement from Deployment Rollouts https://ax-news.com/?article=218215934 AX-NEWS en 2026-10-16T04:00:00+00:00 DeepUnfolding_Agent: A Classical_Quantum Adaptive Control API https://ax-news.com/?article=218215935 AX-NEWS en 2026-10-16T04:00:00+00:00 PRISM: PRIvileged Sibling-guided Multi-Agent Topology Design https://ax-news.com/?article=218215936 AX-NEWS en 2026-10-16T04:00:00+00:00 A Large-Scale Dataset for Multi-Class Financial News Classification in Brazilian Portuguese https://ax-news.com/?article=218215937 AX-NEWS en 2026-10-16T04:00:00+00:00 Real-time Chatbot Romance Scam Detection in Stage Classification https://ax-news.com/?article=218215938 AX-NEWS en 2026-10-16T04:00:00+00:00 MeddeX: A Retrieval-Augmented LLaMA-3 System with Gemini Vision for Evidence-Backed Medical Report Analysis https://ax-news.com/?article=218215939 AX-NEWS en 2026-10-16T04:00:00+00:00 Context Injection and Long-Horizon Reliability: Separating Duplicate Recognition, Local Processing, and Counter Tracking https://ax-news.com/?article=218215940 AX-NEWS en 2026-10-16T04:00:00+00:00 Jev-as-a-Judge for RAG Claim Verification: Confidence-Gated Cascading Between a Non-Generative Verifier and a Frontier LLM https://ax-news.com/?article=218215941 AX-NEWS en 2026-10-16T04:00:00+00:00 Exploring the Design Space of Permutation Diffusion LLMs https://ax-news.com/?article=218215942 AX-NEWS en 2026-10-16T04:00:00+00:00 AbridgeKV: Compressing Long Reasoning into the KV Cache of Learned Pause Tokens https://ax-news.com/?article=218215943 AX-NEWS en 2026-10-16T04:00:00+00:00 CoTS: Competitive Token Selection for Latent Reasoning in Large Language Models https://ax-news.com/?article=218215944 AX-NEWS en 2026-10-16T04:00:00+00:00 Does Personalization Break Trust? Open-Set Rejection Calibration Under Few-Shot On-Device Intent Adaptation https://ax-news.com/?article=218215945 AX-NEWS en 2026-10-16T04:00:00+00:00 Reference-Guided Turn-Taking Style Transfer for Full-Duplex Spoken Language Models https://ax-news.com/?article=218215946 AX-NEWS en 2026-10-16T04:00:00+00:00 Verdict: Encode Once, Decide Many https://ax-news.com/?article=218215947 AX-NEWS en 2026-10-16T04:00:00+00:00 APRiL: An Open-ended Benchmark for Chinese Social Awareness in Large Language Models https://ax-news.com/?article=218215948 AX-NEWS en 2026-10-16T04:00:00+00:00 PRISM: Transfer and Limits of Activation Interventions in Tool-Calling Language Models https://ax-news.com/?article=218215949 AX-NEWS en 2026-10-16T04:00:00+00:00 Wolof-Adapted Industry-Ready Open-Weight Language Models https://ax-news.com/?article=218215950 AX-NEWS en 2026-10-16T04:00:00+00:00 CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation https://ax-news.com/?article=218215951 AX-NEWS en 2026-10-16T04:00:00+00:00 PEDBench: Can Speech Models Detect Phonetic Errors? https://ax-news.com/?article=218215952 AX-NEWS en 2026-10-16T04:00:00+00:00 Does Morphological Correctness Matter for Tokenization? A Scrambled Control Study in Tagalog https://ax-news.com/?article=218215953 AX-NEWS en 2026-10-16T04:00:00+00:00 Prune the Summary, Not the History: Source-Judged Compaction for Long-Horizon Agents https://ax-news.com/?article=218215954 AX-NEWS en 2026-10-16T04:00:00+00:00 Same Context, Different Agents: A Behavioral Study of Semantic Layers, Orchestration and Compaction in Data Agents https://ax-news.com/?article=218215955 AX-NEWS en 2026-10-16T04:00:00+00:00 One Bias Score, Two Factors: How Mitigations Affect Option Bias in Multiple-Choice Evaluation https://ax-news.com/?article=218215956 AX-NEWS en 2026-10-16T04:00:00+00:00 Can LLMs Anticipate Their Cruxes? https://ax-news.com/?article=218215957 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning to Read Out: Unembedding Dynamics in Language Model Pretraining https://ax-news.com/?article=218215958 AX-NEWS en 2026-10-16T04:00:00+00:00 ReviewPilot: A Multi-Agent System for Screening and Data Extraction in Systematic Reviews https://ax-news.com/?article=218215959 AX-NEWS en 2026-10-16T04:00:00+00:00 PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews https://ax-news.com/?article=218215960 AX-NEWS en 2026-10-16T04:00:00+00:00 SHIP: Structured and Hierarchical Insight with Privacy https://ax-news.com/?article=218215961 AX-NEWS en 2026-10-16T04:00:00+00:00 Multimodal AI Detection for Math-Heavy Scientific Text https://ax-news.com/?article=218215962 AX-NEWS en 2026-10-16T04:00:00+00:00 A Jury, Not an Electorate: Label-Free Reliability Estimation for Ensembles of Language Models https://ax-news.com/?article=218215963 AX-NEWS en 2026-10-16T04:00:00+00:00 ToolBottleneckBench: Measuring Tool-Agent Performance under Controlled Pressures and Fixed Harness Budgets https://ax-news.com/?article=218215964 AX-NEWS en 2026-10-16T04:00:00+00:00 Compression Does Not End at Selection: Post-Selection Positional Geometry for Sparse KV Caches https://ax-news.com/?article=218215965 AX-NEWS en 2026-10-16T04:00:00+00:00 When Judges Agree and Are Wrong: Consistency-Accuracy Dissociation as a Blind Spot for Label-Free Evaluation https://ax-news.com/?article=218215966 AX-NEWS en 2026-10-16T04:00:00+00:00 CoSTA: Compressed Speech Token Adaptation for Efficient Spoken Dialogue Models https://ax-news.com/?article=218215967 AX-NEWS en 2026-10-16T04:00:00+00:00 From Observation to Intervention: Distilling Self-Generated In-Context Demonstrations via Executable Causal Intervention https://ax-news.com/?article=218215968 AX-NEWS en 2026-10-16T04:00:00+00:00 Stop Training Against Soft Users: Mentalized Adversarial Self-Play for Proactive Dialogue https://ax-news.com/?article=218215969 AX-NEWS en 2026-10-16T04:00:00+00:00 Automatic Sentence Completion Using Bengali Audio Speech with a Transformer-Based Early Speech Recognition System https://ax-news.com/?article=218215970 AX-NEWS en 2026-10-16T04:00:00+00:00 From Long Context to Selective Memory:A Survey of Memory-Centric Compression for Large Language Models https://ax-news.com/?article=218215971 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Retrieval Failure: Understanding Why LLMs Miss Evidence in Multi-Hop RAG https://ax-news.com/?article=218215972 AX-NEWS en 2026-10-16T04:00:00+00:00 KBS: A Korean Benchmark Suite for Foundation Model Evaluation https://ax-news.com/?article=218215973 AX-NEWS en 2026-10-16T04:00:00+00:00 What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination https://ax-news.com/?article=218215974 AX-NEWS en 2026-10-16T04:00:00+00:00 System1-Arena: Which Decisions Can Be Left to System 1? https://ax-news.com/?article=218215975 AX-NEWS en 2026-10-16T04:00:00+00:00 FGSS-BO: Feedback-Guided Hypothesis Management for LLM-Based Bayesian Optimization https://ax-news.com/?article=218215976 AX-NEWS en 2026-10-16T04:00:00+00:00 LLM-Based Weak Annotation for Cybersecurity Tweet Classification: A Teacher-Student Framework https://ax-news.com/?article=218215977 AX-NEWS en 2026-10-16T04:00:00+00:00 TRACER: Trajectory-Aware Tool Retrieval for LLM Agents https://ax-news.com/?article=218215978 AX-NEWS en 2026-10-16T04:00:00+00:00 Making every stage of medical device document assessment with large language models deterministic https://ax-news.com/?article=218215979 AX-NEWS en 2026-10-16T04:00:00+00:00 VALCON: Benchmarking and Enhancing Value Consistency in Large Language Models via Dual-Role Variation https://ax-news.com/?article=218215980 AX-NEWS en 2026-10-16T04:00:00+00:00 Hybrid Generative-Tagging Decoding for Efficient Product Attribute-Value Extraction https://ax-news.com/?article=218215981 AX-NEWS en 2026-10-16T04:00:00+00:00 QuasiLeak-Bench: Evaluating LLM-Based Privacy Detectors on Policy-Conditioned Quasi-Evidence Group Recovery https://ax-news.com/?article=218215982 AX-NEWS en 2026-10-16T04:00:00+00:00 OpCredit: Operation-Aware Policy Learning for Agentic Knowledge Graph Question Answering https://ax-news.com/?article=218215983 AX-NEWS en 2026-10-16T04:00:00+00:00 Emotion Is Not External Knowledge: Internal Attention Signals for Affective State Reasoning https://ax-news.com/?article=218215984 AX-NEWS en 2026-10-16T04:00:00+00:00 RenoLayout: Unified Floorplan Renovation and Furniture Layout for Constraint-Aware Residential Design https://ax-news.com/?article=218215985 AX-NEWS en 2026-10-16T04:00:00+00:00 ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases https://ax-news.com/?article=218215986 AX-NEWS en 2026-10-16T04:00:00+00:00 DPA-MoE: A Runtime Precision Control Framework for MoE Inference https://ax-news.com/?article=218215987 AX-NEWS en 2026-10-16T04:00:00+00:00 Calibration Language Shapes Block-Influence Pruning in Multilingual Language Models https://ax-news.com/?article=218215988 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Invariance: Factor-wise Selective Treatment of Shifts for Multimodal Learning https://ax-news.com/?article=218215989 AX-NEWS en 2026-10-16T04:00:00+00:00 Identifying Effective Strategies in Prompt Evolution for Stress and Emotion Prediction https://ax-news.com/?article=218215990 AX-NEWS en 2026-10-16T04:00:00+00:00 HyCo: Hybrid Drafting for Cost-Efficient Mobile-Cloud Speculative Decoding https://ax-news.com/?article=218215991 AX-NEWS en 2026-10-16T04:00:00+00:00 SITAR: A Situational Distortion Metric for Automatic Speech Recognition Evaluation https://ax-news.com/?article=218215992 AX-NEWS en 2026-10-16T04:00:00+00:00 Translation Circuit Discovery and Targeted Optimization for Low-Resource Multilingual Translation https://ax-news.com/?article=218215993 AX-NEWS en 2026-10-16T04:00:00+00:00 Trajectory-Level Speculation with Semantic Verification for Tool-Using Agents https://ax-news.com/?article=218215994 AX-NEWS en 2026-10-16T04:00:00+00:00 Can LLMs Tell Stories Out of Order? A Corpus and Benchmark for Nonlinear Narrative Generation https://ax-news.com/?article=218215995 AX-NEWS en 2026-10-16T04:00:00+00:00 OPRD: On-Policy Reminder Distillation for Long-Horizon Coding Agents https://ax-news.com/?article=218215996 AX-NEWS en 2026-10-16T04:00:00+00:00 Writability and the Pathway: A Controlled Study of Knowledge Injection into Addressed Memory https://ax-news.com/?article=218215997 AX-NEWS en 2026-10-16T04:00:00+00:00 DialFork: Going Beyond Factuality to Evaluate Procedural Hallucination in Conversational Agents https://ax-news.com/?article=218215998 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking the Role of Tool Graph Memory in Multi-Turn Tool Use https://ax-news.com/?article=218215999 AX-NEWS en 2026-10-16T04:00:00+00:00 ContextLift: Breaking the Spurious Correlation Behind Conditional Emergent Misalignment https://ax-news.com/?article=218216000 AX-NEWS en 2026-10-16T04:00:00+00:00 Enhancing Multimodal RLVR with Pairwise Token Contrast and Adaptive Trajectory Confidence https://ax-news.com/?article=218216001 AX-NEWS en 2026-10-16T04:00:00+00:00 No Single Tokenizer Feature Reliably Predicts Downstream Language Model Performance https://ax-news.com/?article=218216002 AX-NEWS en 2026-10-16T04:00:00+00:00 Data Strategies for Large Language Models: A Unified Perspective on the Training Lifecycle https://ax-news.com/?article=218216003 AX-NEWS en 2026-10-16T04:00:00+00:00 Abstracts or full text? Evaluating input scope and computational efficiency in biomedical lay summarization https://ax-news.com/?article=218216004 AX-NEWS en 2026-10-16T04:00:00+00:00 Retrieved but Not Read: Understanding Why Search-Augmented LLMs Fail to Use Available Evidence https://ax-news.com/?article=218216005 AX-NEWS en 2026-10-16T04:00:00+00:00 SceneWeave: Audience-Guided Scene Exploration for Dramatic Adaptation https://ax-news.com/?article=218216006 AX-NEWS en 2026-10-16T04:00:00+00:00 Reliable Knowledge Acquisition for Continual Learning Agents https://ax-news.com/?article=218216007 AX-NEWS en 2026-10-16T04:00:00+00:00 Bias Mitigation in Audio-Enabled LLMs through Adversarial Training and Distillation Methods https://ax-news.com/?article=218216008 AX-NEWS en 2026-10-16T04:00:00+00:00 In the Guise of Correction: How Framing and Cultural Adaptation Erode LLM Safety on Real-World Criminal Cases https://ax-news.com/?article=218216009 AX-NEWS en 2026-10-16T04:00:00+00:00 Behavioral Forgetting Is Not Privacy in Machine Unlearning https://ax-news.com/?article=218216010 AX-NEWS en 2026-10-16T04:00:00+00:00 Content associations with answer selection and engagement in supply chain community question answering https://ax-news.com/?article=218216011 AX-NEWS en 2026-10-16T04:00:00+00:00 Dynamic ordering in sequence generation in Transformers: experiments on low-resource Tagging scenarios https://ax-news.com/?article=218216012 AX-NEWS en 2026-10-16T04:00:00+00:00 TEM: Temporal State Tracking Memory for Large Language Model Agents https://ax-news.com/?article=218216013 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Speech Attribute Representations via Multi-Teacher Distillation https://ax-news.com/?article=218216014 AX-NEWS en 2026-10-16T04:00:00+00:00 Priming Base Models for Agentic Post-Training: An Open Midtraining Recipe https://ax-news.com/?article=218216015 AX-NEWS en 2026-10-16T04:00:00+00:00 Name-Bias in Large Language Models https://ax-news.com/?article=218216016 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Context Length: Characterising the Difficulty of Long-Context Reasoning https://ax-news.com/?article=218216017 AX-NEWS en 2026-10-16T04:00:00+00:00 The Right Byte First: How UTF-16 Helps Multilingual Boundary Prediction https://ax-news.com/?article=218216018 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-SFT: Permissively-Licensed Multilingual Instruction-Following https://ax-news.com/?article=218216019 AX-NEWS en 2026-10-16T04:00:00+00:00 Patch where the text is new: a compression view of where byte-level models should spend compute https://ax-news.com/?article=218216020 AX-NEWS en 2026-10-16T04:00:00+00:00 Unfragmenting Nawatl NMT: Single-Variant Specialization for Masewalkopa https://ax-news.com/?article=218216021 AX-NEWS en 2026-10-16T04:00:00+00:00 Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization https://ax-news.com/?article=218216022 AX-NEWS en 2026-10-16T04:00:00+00:00 Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling https://ax-news.com/?article=218216023 AX-NEWS en 2026-10-16T04:00:00+00:00 PremiseSQL: Evaluating Premise Critique and Abstention in Text-to-SQL Systems https://ax-news.com/?article=218216024 AX-NEWS en 2026-10-16T04:00:00+00:00 EMO: A Closed-Loop Test-Time Computation Framework via Alternating Context Optimization and Logits Steering https://ax-news.com/?article=218216025 AX-NEWS en 2026-10-16T04:00:00+00:00 CLUE: Uncovering Social Context for Pragmatic Understanding https://ax-news.com/?article=218216026 AX-NEWS en 2026-10-16T04:00:00+00:00 Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics https://ax-news.com/?article=218216027 AX-NEWS en 2026-10-16T04:00:00+00:00 Mosaic: Multi-Session Agentic Reinforcement Learning https://ax-news.com/?article=218216028 AX-NEWS en 2026-10-16T04:00:00+00:00 Change the Number, Change the Answer: Assessing Rating Scale Sensitivity in LLM-Based Text Scoring https://ax-news.com/?article=218216029 AX-NEWS en 2026-10-16T04:00:00+00:00 Hy-Memory-30B-A3B: Attributed Reinforcement Learning for Long-Term Memory Writing https://ax-news.com/?article=218216030 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Downstream QA: Rethinking How We Evaluate Agent Memory https://ax-news.com/?article=218216031 AX-NEWS en 2026-10-16T04:00:00+00:00 Not X, but When: Diagnosing a Mandarin LLM Writing Tic through Contextual Appropriateness https://ax-news.com/?article=218216032 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-Target Few-Shot Prompting with Diffusion Language Models https://ax-news.com/?article=218216033 AX-NEWS en 2026-10-16T04:00:00+00:00 AI Consilium: a Benchmark of LLM Clinical Multidisciplinary Second Opinions https://ax-news.com/?article=218216034 AX-NEWS en 2026-10-16T04:00:00+00:00 Knowledge That Is Linear Before Fine-Tuning Generalizes After It https://ax-news.com/?article=218216035 AX-NEWS en 2026-10-16T04:00:00+00:00 Grid-Bench: Can LLMs Predict How Discrete Worlds Change? https://ax-news.com/?article=218216036 AX-NEWS en 2026-10-16T04:00:00+00:00 MindEval2: Clinically Grounded Patients and Rubrics for Evaluating Language Models in Mental Health Support https://ax-news.com/?article=218216037 AX-NEWS en 2026-10-16T04:00:00+00:00 Training Reasoning Models to Generate Diverse Scientific Ideas https://ax-news.com/?article=218216038 AX-NEWS en 2026-10-16T04:00:00+00:00 OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling https://ax-news.com/?article=218216039 AX-NEWS en 2026-10-16T04:00:00+00:00 MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning https://ax-news.com/?article=218216040 AX-NEWS en 2026-10-16T04:00:00+00:00 Love for Believable AI: Artificial Partiality and Relationship Persistence as an Engineerable Stance https://ax-news.com/?article=218216041 AX-NEWS en 2026-10-16T04:00:00+00:00 Same Answer, New Box: How Much of RLVR's Out-of-Domain Gain Is Answer Format? https://ax-news.com/?article=218216042 AX-NEWS en 2026-10-16T04:00:00+00:00 CascadeLedger: Counterfactual Auditing of Information and Resource Integrity in LLM Cascades https://ax-news.com/?article=218216043 AX-NEWS en 2026-10-16T04:00:00+00:00 TurboMamba: Faster Inference, Faster Training, and Better Prediction with Lexical Memory https://ax-news.com/?article=218216044 AX-NEWS en 2026-10-16T04:00:00+00:00 ARIA: Runtime Inspection and Amendment for Multi-Agent Systems https://ax-news.com/?article=218216045 AX-NEWS en 2026-10-16T04:00:00+00:00 When Reasoning Traces Conflict with Evidence: How Answer Configuration Shapes Evidence Following https://ax-news.com/?article=218216046 AX-NEWS en 2026-10-16T04:00:00+00:00 A Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answering https://ax-news.com/?article=218216047 AX-NEWS en 2026-10-16T04:00:00+00:00 Gibbs-Gap Policy Optimization for Off-Policy RL with Verifiable Rewards https://ax-news.com/?article=218216048 AX-NEWS en 2026-10-16T04:00:00+00:00 Confidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoning https://ax-news.com/?article=218216049 AX-NEWS en 2026-10-16T04:00:00+00:00 Evolving Together, Failing Apart: The Skill-Policy Co-evolution Trap in Self-Improving Agents https://ax-news.com/?article=218216050 AX-NEWS en 2026-10-16T04:00:00+00:00 Probing Negation Understanding in Vision-Language Models With Object Attention https://ax-news.com/?article=218216051 AX-NEWS en 2026-10-16T04:00:00+00:00 CogDrift-4D: Hierarchical Multimodal Modeling of Temporal Behavioral Decay for MCI Detection https://ax-news.com/?article=218216052 AX-NEWS en 2026-10-16T04:00:00+00:00 Wrong Votes, Right Gradients: Why Majority-Vote Rewards Track Verifiable RL https://ax-news.com/?article=218216053 AX-NEWS en 2026-10-16T04:00:00+00:00 Task-Centric Multimodal Learning for Cognitive Impairment Detection https://ax-news.com/?article=218216054 AX-NEWS en 2026-10-16T04:00:00+00:00 SkillNEO: Non-Elitist Evolutionary Optimization of Agent Skills https://ax-news.com/?article=218216055 AX-NEWS en 2026-10-16T04:00:00+00:00 LEV: Thinking Fast and Deep with Looped Decision Models https://ax-news.com/?article=218216056 AX-NEWS en 2026-10-16T04:00:00+00:00 VELD-QA: A Large-Scale Dataset for Visual Evidence Grounding and Question Answering in Long Documents https://ax-news.com/?article=218216057 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval https://ax-news.com/?article=218216058 AX-NEWS en 2026-10-16T04:00:00+00:00 INCONVENIENT: A Benchmark to Assess LLM Generalization Capabilities from Convenience Samples https://ax-news.com/?article=218216059 AX-NEWS en 2026-10-16T04:00:00+00:00 Athanor: An Agent-Native System for Autonomous Post-Training Research https://ax-news.com/?article=218216060 AX-NEWS en 2026-10-16T04:00:00+00:00 MemComposer: Learning to Assemble Memories for LLM Agents via Reinforcement Learning https://ax-news.com/?article=218216061 AX-NEWS en 2026-10-16T04:00:00+00:00 Planning Commitment of LLM under Partial Observability https://ax-news.com/?article=218216062 AX-NEWS en 2026-10-16T04:00:00+00:00 Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows https://ax-news.com/?article=218216063 AX-NEWS en 2026-10-16T04:00:00+00:00 CARE-SD: Explainable Reasoning Architecture for Local SLM Self-Disclosure Analysis in Textual Data https://ax-news.com/?article=218216064 AX-NEWS en 2026-10-16T04:00:00+00:00 Language Models Share a Readout Bottleneck in Working Memory https://ax-news.com/?article=218216065 AX-NEWS en 2026-10-16T04:00:00+00:00 Judging the Judges: Confidence and Disagreement in Rubrics as Rewards https://ax-news.com/?article=218216066 AX-NEWS en 2026-10-16T04:00:00+00:00 Who May Release an Agent's Promise? Standing over Commitments in Multi-Party Chat https://ax-news.com/?article=218216067 AX-NEWS en 2026-10-16T04:00:00+00:00 Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally https://ax-news.com/?article=218216068 AX-NEWS en 2026-10-16T04:00:00+00:00 Representation Redistribution in Sparse Autoencoders https://ax-news.com/?article=218216069 AX-NEWS en 2026-10-16T04:00:00+00:00 Isolating a Language Model's Judgment with a Label-Free Subspace https://ax-news.com/?article=218216070 AX-NEWS en 2026-10-16T04:00:00+00:00 Behavioral Compositionality of Sparse Autoencoder Representations https://ax-news.com/?article=218215297 AX-NEWS en 2026-10-16T04:00:00+00:00 Displacement-noise-free gravitational-wave detector using quantum tomography of photon orbital angular momentum states https://ax-news.com/?article=218216071 AX-NEWS en 2026-10-16T04:00:00+00:00 Auditing Escalation Reliability in Healthcare LLM Agents: A Perturbation-Controlled Benchmark of Workflow-State Failures https://ax-news.com/?article=218216072 AX-NEWS en 2026-10-16T04:00:00+00:00 TimeCap: A Scalable Open-Source Pipeline for Captioning Wearable Health Time-Series Data https://ax-news.com/?article=218216073 AX-NEWS en 2026-10-16T04:00:00+00:00 Bias Control and Injection for Multi-Agent Aggregation https://ax-news.com/?article=218216074 AX-NEWS en 2026-10-16T04:00:00+00:00 PocketTSLM: Deploying an On-Device Soft-Prompt Time-Series Language Model for Privacy-Preserving Smartphone Reasoning https://ax-news.com/?article=218216075 AX-NEWS en 2026-10-16T04:00:00+00:00 ZoomCap: Evidence-Routed Visual Zooming for Recoverable Visual Information Transfer https://ax-news.com/?article=218216076 AX-NEWS en 2026-10-16T04:00:00+00:00 DocPilot: Interactive Agent Orchestration and Training for Long Visual Document Understanding https://ax-news.com/?article=218215298 AX-NEWS en 2026-10-16T04:00:00+00:00 Localized states of the non-Hermitian Schr{\"o}dinger equation with a complex $1/r^{2}$ potential: from Efimov states to bipolarons https://ax-news.com/?article=218215300 AX-NEWS en 2026-10-16T04:00:00+00:00 Fast, parallel, three-dimensional rearrangement of atom arrays using superpositions of elementary holograms https://ax-news.com/?article=218216077 AX-NEWS en 2026-10-16T04:00:00+00:00 VoteGEO-Bench: Measuring the Impact of Generative Engine Optimization on Electoral Visibility https://ax-news.com/?article=218216078 AX-NEWS en 2026-10-16T04:00:00+00:00 Ranking and Partitioning of Attention Heads for Sparse and Continual Reinforcement Learning Fine-tuning https://ax-news.com/?article=218216079 AX-NEWS en 2026-10-16T04:00:00+00:00 Do Agents Need a New Kind of Paper? SPRA: Structured Paper Representation for Agents https://ax-news.com/?article=218216080 AX-NEWS en 2026-10-16T04:00:00+00:00 Decomposing Brain-LLM Alignment with Interpretable Semantic Representations https://ax-news.com/?article=218216081 AX-NEWS en 2026-10-16T04:00:00+00:00 SCRIBE: Scalable Contextual Representations of Interpretable Brain-Grounded Semantics https://ax-news.com/?article=218216082 AX-NEWS en 2026-10-16T04:00:00+00:00 Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation https://ax-news.com/?article=218216083 AX-NEWS en 2026-10-16T04:00:00+00:00 Spurious Attention Heads in Vision Transformers: Mechanistic Identification of Annotation-Driven Bias in Medical Chest X-Ray Analysis https://ax-news.com/?article=218216084 AX-NEWS en 2026-10-16T04:00:00+00:00 The Self-Improvement Problem https://ax-news.com/?article=218216085 AX-NEWS en 2026-10-16T04:00:00+00:00 When Does "Post-Call" Begin? An Availability Contract for Earnings-Call NLP Benchmarks https://ax-news.com/?article=218216086 AX-NEWS en 2026-10-16T04:00:00+00:00 Diffusion Language Models as Open Quantum Systems https://ax-news.com/?article=218216087 AX-NEWS en 2026-10-16T04:00:00+00:00 Human Interventions as Labels: Localizing, Steering, and (Sometimes) Editing the Computations Behind LLM Agent Failures https://ax-news.com/?article=218216088 AX-NEWS en 2026-10-16T04:00:00+00:00 FIRM: Fisher-Informed Retention Merging for Federated LLM Unlearning https://ax-news.com/?article=218216089 AX-NEWS en 2026-10-16T04:00:00+00:00 DeciCAD: Harness-Grounded Learning of Action Policies for CAD Agents https://ax-news.com/?article=218216090 AX-NEWS en 2026-10-16T04:00:00+00:00 RoleQ: Role-Aligned Scales for Converting Language Models to Ternary https://ax-news.com/?article=218216091 AX-NEWS en 2026-10-16T04:00:00+00:00 N-Gram Memories at Two Bits: Quantizing Lookup Tables in Large Language Models https://ax-news.com/?article=218216092 AX-NEWS en 2026-10-16T04:00:00+00:00 P2TPO: Structure-Aligned Page-to-Token Credit Assignment for Full-Page Document Parsing https://ax-news.com/?article=218216093 AX-NEWS en 2026-10-16T04:00:00+00:00 Selection Is Not Learning: Choosing Model Futures https://ax-news.com/?article=218216094 AX-NEWS en 2026-10-16T04:00:00+00:00 WEAVE: Weaving Real-World Code Evolution into Dependency-Structured Tasks for Benchmarking and Training Code Agents https://ax-news.com/?article=218216095 AX-NEWS en 2026-10-16T04:00:00+00:00 Momentum, Commentary Tone, and Earnings Surprise in LLM Financial Forecasts https://ax-news.com/?article=218216096 AX-NEWS en 2026-10-16T04:00:00+00:00 Effectiveness of Hidden-State Probes for Localizing Reasoning Failures https://ax-news.com/?article=218216097 AX-NEWS en 2026-10-16T04:00:00+00:00 Documenting Trofinetide Treatment Phenotypes in Rett Syndrome with a Dual-LLM Consensus Pipeline https://ax-news.com/?article=218216098 AX-NEWS en 2026-10-16T04:00:00+00:00 Believed but Not Said: Measuring Hidden Belief Collapse in Multi-Agent LLM Discussions https://ax-news.com/?article=218216099 AX-NEWS en 2026-10-16T04:00:00+00:00 EVA-Cap: Optimizing Audiovisual Video Captioning via Event-Centric Alignment https://ax-news.com/?article=218216100 AX-NEWS en 2026-10-16T04:00:00+00:00 AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning https://ax-news.com/?article=218216101 AX-NEWS en 2026-10-16T04:00:00+00:00 HTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestration https://ax-news.com/?article=218216102 AX-NEWS en 2026-10-16T04:00:00+00:00 Training-Free On-Policy Distillation https://ax-news.com/?article=218216103 AX-NEWS en 2026-10-16T04:00:00+00:00 Language Is a Security Surface for Agent Guards https://ax-news.com/?article=218216104 AX-NEWS en 2026-10-16T04:00:00+00:00 Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries https://ax-news.com/?article=218216105 AX-NEWS en 2026-10-16T04:00:00+00:00 CAT-alyzing Honesty: Continuous Adversarial Training for Transferable LLM Honesty https://ax-news.com/?article=218216106 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Self-Orchestration in Decentralized Agent Swarms https://ax-news.com/?article=218216107 AX-NEWS en 2026-10-16T04:00:00+00:00 Twice Upon a Time: Complementary Representations for Time-Series Reasoning https://ax-news.com/?article=218216108 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages? https://ax-news.com/?article=218216109 AX-NEWS en 2026-10-16T04:00:00+00:00 MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering https://ax-news.com/?article=218216110 AX-NEWS en 2026-10-16T04:00:00+00:00 FDE-Gym: The Last Mile of AI Delivery https://ax-news.com/?article=218216111 AX-NEWS en 2026-10-16T04:00:00+00:00 MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs https://ax-news.com/?article=218216112 AX-NEWS en 2026-10-16T04:00:00+00:00 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward https://ax-news.com/?article=218216113 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Reliable Long-Context Reasoning: Detecting Unanswerable Questions via FactGuard https://ax-news.com/?article=218216114 AX-NEWS en 2026-10-16T04:00:00+00:00 Chronoberg: A 250-Year Diachronic Corpus with Temporal Affective Lexicons for Language Model Analysis https://ax-news.com/?article=218216115 AX-NEWS en 2026-10-16T04:00:00+00:00 A large-scale pipeline for LLM-assisted corpus annotation: variation and change in the English consider construction https://ax-news.com/?article=218216116 AX-NEWS en 2026-10-16T04:00:00+00:00 Large Language Models Naively Recover Ethnicity from Individual Records https://ax-news.com/?article=218216117 AX-NEWS en 2026-10-16T04:00:00+00:00 EnsembleLink: Accurate Record Linkage Without Training Data https://ax-news.com/?article=218216118 AX-NEWS en 2026-10-16T04:00:00+00:00 MoCo: A One-Stop Shop for Model Collaboration Research https://ax-news.com/?article=218216119 AX-NEWS en 2026-10-16T04:00:00+00:00 Language Models Struggle to Use Representations Learned In-Context https://ax-news.com/?article=218216120 AX-NEWS en 2026-10-16T04:00:00+00:00 Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models https://ax-news.com/?article=218216121 AX-NEWS en 2026-10-16T04:00:00+00:00 BASIS: Evaluating Belief-Aware Solutions in Interactive Settings beyond Instructions https://ax-news.com/?article=218216122 AX-NEWS en 2026-10-16T04:00:00+00:00 Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Models https://ax-news.com/?article=218216123 AX-NEWS en 2026-10-16T04:00:00+00:00 Writer-R1: Dynamic Rubric Mining for Reinforcement Learning of Open-Ended Writing https://ax-news.com/?article=218216124 AX-NEWS en 2026-10-16T04:00:00+00:00 From Documents to Spans: Span-Centric Learning for LLM-based Explainable Medical Coding https://ax-news.com/?article=218216125 AX-NEWS en 2026-10-16T04:00:00+00:00 Explanation Generation for Contradiction Reconciliation with LLMs https://ax-news.com/?article=218216126 AX-NEWS en 2026-10-16T04:00:00+00:00 The Necessity of Setting Temperature in LLM-as-a-Judge https://ax-news.com/?article=218216127 AX-NEWS en 2026-10-16T04:00:00+00:00 MIXAR: Scaling Autoregressive Pixel-based Language Models to Multiple Languages and Scripts https://ax-news.com/?article=218216128 AX-NEWS en 2026-10-16T04:00:00+00:00 What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective https://ax-news.com/?article=218216129 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts https://ax-news.com/?article=218216130 AX-NEWS en 2026-10-16T04:00:00+00:00 SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation https://ax-news.com/?article=218216131 AX-NEWS en 2026-10-16T04:00:00+00:00 LLMSurgeon: Diagnosing Data Mixture of Large Language Models https://ax-news.com/?article=218216132 AX-NEWS en 2026-10-16T04:00:00+00:00 Can Crowdsourcing Survive the LLM Era? A Community Survey on Human Data Collection https://ax-news.com/?article=218216133 AX-NEWS en 2026-10-16T04:00:00+00:00 Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs https://ax-news.com/?article=218216134 AX-NEWS en 2026-10-16T04:00:00+00:00 Reasoning without Gold Standards: A Proxy-Judge Theory of Autoformalization https://ax-news.com/?article=218216135 AX-NEWS en 2026-10-16T04:00:00+00:00 LLMs Infer Cultural Context but Fail to Apply It When Responding https://ax-news.com/?article=218216136 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning at the Right Pace: Adaptive Data Scheduling Improves LLM Reinforcement Learning https://ax-news.com/?article=218216137 AX-NEWS en 2026-10-16T04:00:00+00:00 Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift https://ax-news.com/?article=218216138 AX-NEWS en 2026-10-16T04:00:00+00:00 From Signals to Transfer: A Factorised Study of Probe-Based Uncertainty Estimation in Large Language Models https://ax-news.com/?article=218216139 AX-NEWS en 2026-10-16T04:00:00+00:00 Right Answer, Wrong Tokens: Tail-Aware Credit Calibration for RLVR https://ax-news.com/?article=218216140 AX-NEWS en 2026-10-16T04:00:00+00:00 X-Alpha: An AI Quant Researcher with Memory-Driven Self-Evolution https://ax-news.com/?article=218216141 AX-NEWS en 2026-10-16T04:00:00+00:00 Amplitude-Only FFN Intervention for Tool-Structured LLM Inference: Method, Gated Evaluation Protocol, and Cross-Model Empirical Results https://ax-news.com/?article=218216142 AX-NEWS en 2026-10-16T04:00:00+00:00 Reasoning Error from Known Fact: Step-Level Self-Consistency Group Relative Policy Optimization for LLMs https://ax-news.com/?article=218216143 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking https://ax-news.com/?article=218216144 AX-NEWS en 2026-10-16T04:00:00+00:00 M$^3$R-Bench: A Unified Benchmark for Evidence-Grounded Multimodal Metaphor Understanding https://ax-news.com/?article=218216145 AX-NEWS en 2026-10-16T04:00:00+00:00 Archer: Adaptive Reuse of Cached Hidden States for Efficient Rollback in Diffusion Language Models https://ax-news.com/?article=218216146 AX-NEWS en 2026-10-16T04:00:00+00:00 Closed-Loop Molecular Inverse Design with Semantic LLM Surrogates https://ax-news.com/?article=218216147 AX-NEWS en 2026-10-16T04:00:00+00:00 DataKernelBench: Can LLMs Optimize Database Queries on GPUs? https://ax-news.com/?article=218216148 AX-NEWS en 2026-10-16T04:00:00+00:00 Language Models Can Control Their Own Attention https://ax-news.com/?article=218216149 AX-NEWS en 2026-10-16T04:00:00+00:00 RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents https://ax-news.com/?article=218216150 AX-NEWS en 2026-10-16T04:00:00+00:00 NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness https://ax-news.com/?article=218216151 AX-NEWS en 2026-10-16T04:00:00+00:00 $\Phi$-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them? https://ax-news.com/?article=218216152 AX-NEWS en 2026-10-16T04:00:00+00:00 A primer on evaluation methods for large language models in healthcare https://ax-news.com/?article=218216153 AX-NEWS en 2026-10-16T04:00:00+00:00 DischargeBench: Pre-Deployment Evaluation of LLM Discharge Educators through Persona-Grounded Patient Simulation https://ax-news.com/?article=218216154 AX-NEWS en 2026-10-16T04:00:00+00:00 One Reference or Many? Rethinking Multi-Reference Training for Intermediate-Entropy Text Generation https://ax-news.com/?article=218216155 AX-NEWS en 2026-10-16T04:00:00+00:00 Jev for Scientific Decisions: Evaluating Semantic Choices and Their Consequences https://ax-news.com/?article=218216156 AX-NEWS en 2026-10-16T04:00:00+00:00 Brain-to-Language Decoding: Tasks, Signals, Methods, Evaluation, Practical Use and Beyond https://ax-news.com/?article=218216157 AX-NEWS en 2026-10-16T04:00:00+00:00 GSM: Efficient Language Modeling with Shared Global State https://ax-news.com/?article=218216158 AX-NEWS en 2026-10-16T04:00:00+00:00 LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception https://ax-news.com/?article=218216159 AX-NEWS en 2026-10-16T04:00:00+00:00 A generative-informed neuro-symbolic framework for syntactic ambiguity resolution: Evidence from Arabic DPs https://ax-news.com/?article=218216160 AX-NEWS en 2026-10-16T04:00:00+00:00 Towards Unbiased On-Policy Distillation for Block Diffusion Language Models https://ax-news.com/?article=218216161 AX-NEWS en 2026-10-16T04:00:00+00:00 Calibrated Evidence Inference With a Small, Permissively Licensed Open Model https://ax-news.com/?article=218216162 AX-NEWS en 2026-10-16T04:00:00+00:00 AdaptEvo: Learning under Imperfect Supervision through Confidence-Adaptive Training with Knowledge Evolution https://ax-news.com/?article=218215301 AX-NEWS en 2026-10-16T04:00:00+00:00 Finite-size geometric crossover toward fragmentation of the potential energy shell in the quantum random energy model https://ax-news.com/?article=218216163 AX-NEWS en 2026-10-16T04:00:00+00:00 Neither True nor False: Do LLMs Represent Truth-Value Gaps in Plural Predication? https://ax-news.com/?article=218216164 AX-NEWS en 2026-10-16T04:00:00+00:00 Where Is the "Self" of a Large Language Model? -- From Self-Index to Self-Reference https://ax-news.com/?article=218216165 AX-NEWS en 2026-10-16T04:00:00+00:00 A Bethe-Ansatz Source of Early Token Correlations: A marginal-preserving construction for parallel proposals https://ax-news.com/?article=218216166 AX-NEWS en 2026-10-16T04:00:00+00:00 Knowledge Graphs as Files: An Agent Harness Where Tool Creation and Tool Use Co-Evolve https://ax-news.com/?article=218216167 AX-NEWS en 2026-10-16T04:00:00+00:00 Code-Switching Detection via Language-Selective Dimensions in Speech Foundation Models https://ax-news.com/?article=218216168 AX-NEWS en 2026-10-16T04:00:00+00:00 Where Do LLM Ensemble Gains Come From? Decomposing Candidate Value, Diversity, and Aggregation https://ax-news.com/?article=218215303 AX-NEWS en 2026-10-16T04:00:00+00:00 Diffusion Language Models as Open Quantum Systems https://ax-news.com/?article=218216169 AX-NEWS en 2026-10-16T04:00:00+00:00 RouteWeaver: Weaving Mode Selection and Execution into Unified LLM Routing https://ax-news.com/?article=218216170 AX-NEWS en 2026-10-16T04:00:00+00:00 JetSpec++: Foresight Parallel Drafting with Self Refinements https://ax-news.com/?article=218216171 AX-NEWS en 2026-10-16T04:00:00+00:00 Scaling Multilingual Mixture-of-Experts: How Language Coverage Changes Capacity and Compute Allocation https://ax-news.com/?article=218216172 AX-NEWS en 2026-10-16T04:00:00+00:00 Anuvani-Diarization: Zero Shot Speaker Diarization and Annotation Conventions Across 22 Languages https://ax-news.com/?article=218216173 AX-NEWS en 2026-10-16T04:00:00+00:00 Analyzing performance of Retrieval Augmented Generation models for Question Answering Tasks https://ax-news.com/?article=218216174 AX-NEWS en 2026-10-16T04:00:00+00:00 A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language https://ax-news.com/?article=218216175 AX-NEWS en 2026-10-16T04:00:00+00:00 AI Scientists for Building Virtual-Cell Models https://ax-news.com/?article=218216176 AX-NEWS en 2026-10-16T04:00:00+00:00 Enhancing Knowledge Density via Hierarchical Context Pruning for Retrieval-Augmented Repository-Level Code Completion https://ax-news.com/?article=218216177 AX-NEWS en 2026-10-16T04:00:00+00:00 How Do LLM-Generated Texts Impact Term-Based Retrieval Models? https://ax-news.com/?article=218216178 AX-NEWS en 2026-10-16T04:00:00+00:00 Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners https://ax-news.com/?article=218216179 AX-NEWS en 2026-10-16T04:00:00+00:00 Can MLLMs Read the Room? 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2026-10-16T04:00:00+00:00 Compatibility Matters: A Framework for Token-Level Teacher Selection in On-Policy Distillation https://ax-news.com/?article=218216260 AX-NEWS en 2026-10-16T04:00:00+00:00 Representation Redistribution in Sparse Autoencoders https://ax-news.com/?article=218216261 AX-NEWS en 2026-10-16T04:00:00+00:00 Isolating a Language Model's Judgment with a Label-Free Subspace https://ax-news.com/?article=218216262 AX-NEWS en 2026-10-16T04:00:00+00:00 Fractional Power-of-Two Quantization for Efficient and Effective Multiplier-Free LLM Inference https://ax-news.com/?article=218216263 AX-NEWS en 2026-10-16T04:00:00+00:00 Behavioral Compositionality of Sparse Autoencoder Representations https://ax-news.com/?article=218216264 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Learning from Label Proportions via Moment Matching https://ax-news.com/?article=218216265 AX-NEWS en 2026-10-16T04:00:00+00:00 Regret Lower Bound for Online Learning of Quantum States with Logarithmic Loss, 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A Minimum Description Length Perspective https://ax-news.com/?article=218216278 AX-NEWS en 2026-10-16T04:00:00+00:00 RDL-Bench: A Benchmark for Task-Aware Question Answering over Relational Databases https://ax-news.com/?article=218215317 AX-NEWS en 2026-10-16T04:00:00+00:00 General Quantum Protocol for Communication via $n$--Qubit GHZ States https://ax-news.com/?article=218216279 AX-NEWS en 2026-10-16T04:00:00+00:00 Fault Detection and Bit-Error Rate Diagnostics in Optical Wireless Links Using Edge-AI https://ax-news.com/?article=218216280 AX-NEWS en 2026-10-16T04:00:00+00:00 Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense https://ax-news.com/?article=218215318 AX-NEWS en 2026-10-16T04:00:00+00:00 Simulation of topological superconductors and their competing orders using photon-mediated interactions https://ax-news.com/?article=218215319 AX-NEWS en 2026-10-16T04:00:00+00:00 Heisenberg-limited metrology from the quantum-quench dynamics of an anisotropic ferromagnet https://ax-news.com/?article=218216281 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning to Forecast on Multiple Spatiotemporal Hierarchies https://ax-news.com/?article=218216282 AX-NEWS en 2026-10-16T04:00:00+00:00 What Does History Add? 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2026-10-16T04:00:00+00:00 A Large-Scale Dataset for Multi-Class Financial News Classification in Brazilian Portuguese https://ax-news.com/?article=218216374 AX-NEWS en 2026-10-16T04:00:00+00:00 Exploring the Design Space of Permutation Diffusion LLMs https://ax-news.com/?article=218216375 AX-NEWS en 2026-10-16T04:00:00+00:00 AbridgeKV: Compressing Long Reasoning into the KV Cache of Learned Pause Tokens https://ax-news.com/?article=218216376 AX-NEWS en 2026-10-16T04:00:00+00:00 Global-in-time Spectral Duhamel-Picard Method for Post-Exposure Bake Simulation and Physics-Informed Neural Operators for EUV Lithography https://ax-news.com/?article=218216377 AX-NEWS en 2026-10-16T04:00:00+00:00 A polylogarithmic bound for list replicability https://ax-news.com/?article=218216378 AX-NEWS en 2026-10-16T04:00:00+00:00 Latent Annealed Posterior Sampling with a Variance-Preserving Bridge for Sparsely Observed Random Fields https://ax-news.com/?article=218216379 AX-NEWS en 2026-10-16T04:00:00+00:00 Graph Additive Models disentangling feature, topology, and interactions https://ax-news.com/?article=218216380 AX-NEWS en 2026-10-16T04:00:00+00:00 Evaluating Model Capabilities After Benchmark Saturation https://ax-news.com/?article=218216381 AX-NEWS en 2026-10-16T04:00:00+00:00 CascadeLedger: Counterfactual Auditing of Information and Resource Integrity in LLM Cascades https://ax-news.com/?article=218216382 AX-NEWS en 2026-10-16T04:00:00+00:00 Value-Informed Schedule Trimming for Accelerated Sequential Monte Carlo Guidance in Discrete Diffusion https://ax-news.com/?article=218215322 AX-NEWS en 2026-10-16T04:00:00+00:00 Geometric Optimization over Quantum State Spaces: Tight Uncertainty Relations and Resource Certification https://ax-news.com/?article=218216383 AX-NEWS en 2026-10-16T04:00:00+00:00 On the Stability and Convergence of Flow Map Training https://ax-news.com/?article=218216384 AX-NEWS en 2026-10-16T04:00:00+00:00 AlphaDiana: A Measurement System for Agents in Verifiable Reasoning Tasks https://ax-news.com/?article=218216385 AX-NEWS en 2026-10-16T04:00:00+00:00 Ergodic topology sampling toward the continuum with Stochastic Normalizing Flows https://ax-news.com/?article=218216386 AX-NEWS en 2026-10-16T04:00:00+00:00 Purify Before You Align: Improving Representation Alignment for Diffusion Models https://ax-news.com/?article=218216387 AX-NEWS en 2026-10-16T04:00:00+00:00 When Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligence https://ax-news.com/?article=218216388 AX-NEWS en 2026-10-16T04:00:00+00:00 Verdict: Encode Once, Decide Many https://ax-news.com/?article=218216389 AX-NEWS en 2026-10-16T04:00:00+00:00 Privacy-Preserving Text Inference for Health-Misinformation Classification and Semantic Retrieval https://ax-news.com/?article=218216390 AX-NEWS en 2026-10-16T04:00:00+00:00 Feasibility Ceilings Before Learning: Sizing and Timing Bounds for Drone-Mesh Interception https://ax-news.com/?article=218216391 AX-NEWS en 2026-10-16T04:00:00+00:00 Linear Independence of Polynomial Compositions with Bounded Input Degree https://ax-news.com/?article=218216392 AX-NEWS en 2026-10-16T04:00:00+00:00 CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation https://ax-news.com/?article=218216393 AX-NEWS en 2026-10-16T04:00:00+00:00 Confidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoning https://ax-news.com/?article=218216394 AX-NEWS en 2026-10-16T04:00:00+00:00 A Phenomenology of Neural Geometry in Vision-Language-Action Models https://ax-news.com/?article=218216395 AX-NEWS en 2026-10-16T04:00:00+00:00 Analog RF Computing for Integrated Data and AI Flows Over Wireless Networks https://ax-news.com/?article=218216396 AX-NEWS en 2026-10-16T04:00:00+00:00 Complete or Sparse: A Tale of Two Identifiabilities https://ax-news.com/?article=218216397 AX-NEWS en 2026-10-16T04:00:00+00:00 Does Morphological Correctness Matter for Tokenization? A Scrambled Control Study in Tagalog https://ax-news.com/?article=218216398 AX-NEWS en 2026-10-16T04:00:00+00:00 Time-partitioning Gaussian Process Mixture Model https://ax-news.com/?article=218216399 AX-NEWS en 2026-10-16T04:00:00+00:00 SNOAR: Self-training with Noise filtering, Observation adding, and Remixing for Speech Denoising Without Clean References https://ax-news.com/?article=218216400 AX-NEWS en 2026-10-16T04:00:00+00:00 Machine-learning-based neutrino-event generation constrained by experimental measurements https://ax-news.com/?article=218216401 AX-NEWS en 2026-10-16T04:00:00+00:00 Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation https://ax-news.com/?article=218216402 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Warm Starts for the Simplex Method from Measured Solver Cost https://ax-news.com/?article=218216403 AX-NEWS en 2026-10-16T04:00:00+00:00 Flexible Doubly Robust Proximal Causal Inference for Censored Outcomes https://ax-news.com/?article=218216404 AX-NEWS en 2026-10-16T04:00:00+00:00 Stochastic Gradient Descent: A Nonlinear Time Series Perspective https://ax-news.com/?article=218216405 AX-NEWS en 2026-10-16T04:00:00+00:00 TGrasp6D: Task-Informed Vision-Language Priors and Pose Refinement enable Zero-Shot Task-Oriented 6DoF Grasping https://ax-news.com/?article=218216406 AX-NEWS en 2026-10-16T04:00:00+00:00 Defining and Generating Compositional Structure https://ax-news.com/?article=218216407 AX-NEWS en 2026-10-16T04:00:00+00:00 Planning to Learn: Real-Time Robust Adaptive Control on the GPU with Guaranteed Future Learning https://ax-news.com/?article=218216408 AX-NEWS en 2026-10-16T04:00:00+00:00 Ranked Right, Sized Wrong: Ensemble Spread Fails Silently at Streamflow Extremes https://ax-news.com/?article=218216409 AX-NEWS en 2026-10-16T04:00:00+00:00 LEV: Thinking Fast and Deep with Looped Decision Models https://ax-news.com/?article=218216410 AX-NEWS en 2026-10-16T04:00:00+00:00 Cross-subject decoding of imagined speech from scalp EEG: a leakage-controlled evaluation on three public corpora https://ax-news.com/?article=218216411 AX-NEWS en 2026-10-16T04:00:00+00:00 MIDI-REPA: Improving Text-to-Music Generation with Symbolic Representation Alignment https://ax-news.com/?article=218216412 AX-NEWS en 2026-10-16T04:00:00+00:00 Two-Stage Score Estimation for Group-Specific Diffusion Models https://ax-news.com/?article=218216413 AX-NEWS en 2026-10-16T04:00:00+00:00 The Blume-Capel Model as a $\phi^6$ Field Theory: A Monte Carlo and Flow Model Study https://ax-news.com/?article=218216414 AX-NEWS en 2026-10-16T04:00:00+00:00 One Bias Score, Two Factors: How Mitigations Affect Option Bias in Multiple-Choice Evaluation https://ax-news.com/?article=218216415 AX-NEWS en 2026-10-16T04:00:00+00:00 EigDiff: Eigensample Diffusion - or how to significantly reduce training dataset size with marginal performance variation? https://ax-news.com/?article=218216416 AX-NEWS en 2026-10-16T04:00:00+00:00 Can LLMs Anticipate Their Cruxes? https://ax-news.com/?article=218216417 AX-NEWS en 2026-10-16T04:00:00+00:00 Audio-Visual Dog Identification and Tracking in Real-World Videos https://ax-news.com/?article=218216418 AX-NEWS en 2026-10-16T04:00:00+00:00 Acceleration and its Limits in Gaussian Variational Inference https://ax-news.com/?article=218216419 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning to Read Out: Unembedding Dynamics in Language Model Pretraining https://ax-news.com/?article=218216420 AX-NEWS en 2026-10-16T04:00:00+00:00 On the Last-Iterate Convergence of Clipped Gradient Methods https://ax-news.com/?article=218216421 AX-NEWS en 2026-10-16T04:00:00+00:00 Efficient Agnostic Learning of Univariate Densities Under Local Differential Privacy https://ax-news.com/?article=218216422 AX-NEWS en 2026-10-16T04:00:00+00:00 PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews https://ax-news.com/?article=218216423 AX-NEWS en 2026-10-16T04:00:00+00:00 SHIP: Structured and Hierarchical Insight with Privacy https://ax-news.com/?article=218216424 AX-NEWS en 2026-10-16T04:00:00+00:00 Athanor: An Agent-Native System for Autonomous Post-Training Research https://ax-news.com/?article=218216425 AX-NEWS en 2026-10-16T04:00:00+00:00 Score Mismatch and Set-Constrained Sampling in Zero-Shot Conditional Discrete Diffusion https://ax-news.com/?article=218216426 AX-NEWS en 2026-10-16T04:00:00+00:00 Adaptive Randomized Neural Networks for PDEs: Structure-Aware Feature Redistribution and Residual-Driven Block Enrichment https://ax-news.com/?article=218216427 AX-NEWS en 2026-10-16T04:00:00+00:00 Probe-and-Resume: When and How to Evaluate Agent Execution https://ax-news.com/?article=218216428 AX-NEWS en 2026-10-16T04:00:00+00:00 ToolBottleneckBench: Measuring Tool-Agent Performance under Controlled Pressures and Fixed Harness Budgets https://ax-news.com/?article=218216429 AX-NEWS en 2026-10-16T04:00:00+00:00 Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows https://ax-news.com/?article=218216430 AX-NEWS en 2026-10-16T04:00:00+00:00 Pathwise Shrinkage and Probabilistic Calibration of the Multiplicative Half-Cauchy Process https://ax-news.com/?article=218216431 AX-NEWS en 2026-10-16T04:00:00+00:00 When is a better LLM worth paying for? Stochastic Optimization with Switching Mixed-Fidelity Oracles https://ax-news.com/?article=218216432 AX-NEWS en 2026-10-16T04:00:00+00:00 Coordination-Free Workload Regularization for Variable-Cost Distributed Training https://ax-news.com/?article=218216433 AX-NEWS en 2026-10-16T04:00:00+00:00 Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models https://ax-news.com/?article=218216434 AX-NEWS en 2026-10-16T04:00:00+00:00 Clean Data Can Still Carry Backdoors: Support-Persistent Backdoors for Model Reuse https://ax-news.com/?article=218216435 AX-NEWS en 2026-10-16T04:00:00+00:00 What Should We Remove? Evaluating the Reliability and Costs of RLVR Data Decontamination https://ax-news.com/?article=218216436 AX-NEWS en 2026-10-16T04:00:00+00:00 System1-Arena: Which Decisions Can Be Left to System 1? https://ax-news.com/?article=218216437 AX-NEWS en 2026-10-16T04:00:00+00:00 Semantic Latent Alignment for Flow Matching with Invertible Bi-Lipschitz Adapters https://ax-news.com/?article=218216438 AX-NEWS en 2026-10-16T04:00:00+00:00 When Should a Low-Light Pipeline Generate? Auditable Risk Control for Selective Generative Enhancement https://ax-news.com/?article=218216439 AX-NEWS en 2026-10-16T04:00:00+00:00 Dimension-Free PAC-Bayes Generalization for Deep Neural Networks via Dirichlet Processes https://ax-news.com/?article=218216440 AX-NEWS en 2026-10-16T04:00:00+00:00 L2GSSL: Label-Efficient Local-to-Global Self-Supervised Learning for Volumetric Healthcare Data https://ax-news.com/?article=218216441 AX-NEWS en 2026-10-16T04:00:00+00:00 Two Sample Sizes in Test-Time LLM Ensembling: Buffered ERM and Minimax Theory https://ax-news.com/?article=218216442 AX-NEWS en 2026-10-16T04:00:00+00:00 Calibration Language Shapes Block-Influence Pruning in Multilingual Language Models https://ax-news.com/?article=218216443 AX-NEWS en 2026-10-16T04:00:00+00:00 Self-Guided LLM Reasoning for Error Diagnosis in Vehicle Routing Problems https://ax-news.com/?article=218216444 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond Invariance: Factor-wise Selective Treatment of Shifts for Multimodal Learning https://ax-news.com/?article=218216445 AX-NEWS en 2026-10-16T04:00:00+00:00 ManiFusion: Unlocking the High-Throughput Generation via Superposition in Manifold Space https://ax-news.com/?article=218216446 AX-NEWS en 2026-10-16T04:00:00+00:00 Policy-Aligned Predictive Verification for Adaptive VLA Action-Chunk Execution https://ax-news.com/?article=218216447 AX-NEWS en 2026-10-16T04:00:00+00:00 HyCo: Hybrid Drafting for Cost-Efficient Mobile-Cloud Speculative Decoding https://ax-news.com/?article=218216448 AX-NEWS en 2026-10-16T04:00:00+00:00 Trajectory-Level Speculation with Semantic Verification for Tool-Using Agents https://ax-news.com/?article=218216449 AX-NEWS en 2026-10-16T04:00:00+00:00 DuET: Note-Frame Dual Encoding for Piano Performance-to-Score Transcription https://ax-news.com/?article=218216450 AX-NEWS en 2026-10-16T04:00:00+00:00 When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Context-Parallel Prefill https://ax-news.com/?article=218216451 AX-NEWS en 2026-10-16T04:00:00+00:00 When Is Muon Optimal? Radial Fragility and Minimax Geometry https://ax-news.com/?article=218216452 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Classifier-Free Guidance for TI2I Flow Matching https://ax-news.com/?article=218216453 AX-NEWS en 2026-10-16T04:00:00+00:00 Reducing the Cost of Qudit State Preparation by Learning a Sparse Structure for SNAP Gates https://ax-news.com/?article=218216454 AX-NEWS en 2026-10-16T04:00:00+00:00 DialFork: Going Beyond Factuality to Evaluate Procedural Hallucination in Conversational Agents https://ax-news.com/?article=218216455 AX-NEWS en 2026-10-16T04:00:00+00:00 ClaimScope: Label-Blind Witness Verification for Mathematical Claim Auditing https://ax-news.com/?article=218216456 AX-NEWS en 2026-10-16T04:00:00+00:00 LoopAhead: Speculating Ahead for Faster Decoding in Looped Language Models https://ax-news.com/?article=218216457 AX-NEWS en 2026-10-16T04:00:00+00:00 ContextLift: Breaking the Spurious Correlation Behind Conditional Emergent Misalignment https://ax-news.com/?article=218216458 AX-NEWS en 2026-10-16T04:00:00+00:00 The Self-Improvement Problem https://ax-news.com/?article=218216459 AX-NEWS en 2026-10-16T04:00:00+00:00 Conditional Mean Flows: Few-Step Densities for Simulation-Based Inference https://ax-news.com/?article=218215323 AX-NEWS en 2026-10-16T04:00:00+00:00 Realization of a cavity-coupled Rydberg array https://ax-news.com/?article=218216460 AX-NEWS en 2026-10-16T04:00:00+00:00 When Does "Post-Call" Begin? An Availability Contract for Earnings-Call NLP Benchmarks https://ax-news.com/?article=218215324 AX-NEWS en 2026-10-16T04:00:00+00:00 Contractivity of time-dependent driven-dissipative systems https://ax-news.com/?article=218216461 AX-NEWS en 2026-10-16T04:00:00+00:00 MARS: A Momentum-Aware Adaptive Rating System for Personalized Assessment https://ax-news.com/?article=218216462 AX-NEWS en 2026-10-16T04:00:00+00:00 Robust Covariance Estimation for Entry-wise Contaminated and Partially Observed Data via Expectation Maximization Algorithm https://ax-news.com/?article=218215325 AX-NEWS en 2026-10-16T04:00:00+00:00 Time-Rescaled STIRAP Enables Compact Cascaded Frequency Conversion https://ax-news.com/?article=218215326 AX-NEWS en 2026-10-16T04:00:00+00:00 Obstacles to Continuous Quantum Error Correction via Parity Measurements https://ax-news.com/?article=218216463 AX-NEWS en 2026-10-16T04:00:00+00:00 International Multi-Centre Validation of Unsupervised Domain Adaptation for Precise Discrimination between Normal and Abnormal Retinal Development https://ax-news.com/?article=218216464 AX-NEWS en 2026-10-16T04:00:00+00:00 Reliable Knowledge Acquisition for Continual Learning Agents https://ax-news.com/?article=218216465 AX-NEWS en 2026-10-16T04:00:00+00:00 The Delegation Dilemma: Economies of Scale, Accountability, and Polycentric Governance https://ax-news.com/?article=218216466 AX-NEWS en 2026-10-16T04:00:00+00:00 DeciCAD: Harness-Grounded Learning of Action Policies for CAD Agents https://ax-news.com/?article=218216467 AX-NEWS en 2026-10-16T04:00:00+00:00 Same Spectrum, Harder First-Order Training: Phase-Locking in Single- versus Multi-Qubit Re-Uploading Circuits https://ax-news.com/?article=218216468 AX-NEWS en 2026-10-16T04:00:00+00:00 Single-stage joint diffusion of sky images and clear-sky index for ultra-short-term irradiance forecasting: what the frame-to-irradiance stage discards https://ax-news.com/?article=218216469 AX-NEWS en 2026-10-16T04:00:00+00:00 CIM-Embed: Learning Instruction-Conditioned Multimodal Embeddings for Clustering https://ax-news.com/?article=218215328 AX-NEWS en 2026-10-16T04:00:00+00:00 Instability-enhanced quantum sensing with tunable multibody interactions https://ax-news.com/?article=218216470 AX-NEWS en 2026-10-16T04:00:00+00:00 Compiling Multi-Threshold Operators for Quantized Non-Monotonic and Fine-Granular Activations in Custom-Tailored DNN Accelerators https://ax-news.com/?article=218216471 AX-NEWS en 2026-10-16T04:00:00+00:00 Temporal Periodic Image Registration with Implicit Neural Representations https://ax-news.com/?article=218216472 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Rewards in Strategic Games https://ax-news.com/?article=218216473 AX-NEWS en 2026-10-16T04:00:00+00:00 SelectPFN: Amortized Bayesian Variable Selection for Sparse Nonlinear Regression with Prior-Data Fitted Networks https://ax-news.com/?article=218216474 AX-NEWS en 2026-10-16T04:00:00+00:00 Uncertainty-Aware Federated Learning for Joint Communication and Computation in XR Systems https://ax-news.com/?article=218216475 AX-NEWS en 2026-10-16T04:00:00+00:00 Deep Learning of Topological Equivalence Classes https://ax-news.com/?article=218216476 AX-NEWS en 2026-10-16T04:00:00+00:00 OntoAct: Hypothesis-Based Neuro-Symbolic Agents through Ontological Abstraction https://ax-news.com/?article=218216477 AX-NEWS en 2026-10-16T04:00:00+00:00 Stateful Testing for Deep Learning Compilers https://ax-news.com/?article=218216478 AX-NEWS en 2026-10-16T04:00:00+00:00 Priming Base Models for Agentic Post-Training: An Open Midtraining Recipe https://ax-news.com/?article=218216479 AX-NEWS en 2026-10-16T04:00:00+00:00 DemoStream: Batched Task-and-Motion-Plan Optimization for Automated Learning from Demonstration https://ax-news.com/?article=218216480 AX-NEWS en 2026-10-16T04:00:00+00:00 Designing Experiments for External Decision Makers https://ax-news.com/?article=218216481 AX-NEWS en 2026-10-16T04:00:00+00:00 ETH: Data-Balanced Heterogeneous Pipeline Parallelism for Training Large Models https://ax-news.com/?article=218216482 AX-NEWS en 2026-10-16T04:00:00+00:00 Missed Detections and False Alarms in a CNN Technosignature Detector on Breakthrough Listen Data https://ax-news.com/?article=218216483 AX-NEWS en 2026-10-16T04:00:00+00:00 Rethinking Successive Rejects Algorithms https://ax-news.com/?article=218216484 AX-NEWS en 2026-10-16T04:00:00+00:00 Memory as Weights: Internalizing Long-Term History for Streaming Videos https://ax-news.com/?article=218216485 AX-NEWS en 2026-10-16T04:00:00+00:00 The Right Byte First: How UTF-16 Helps Multilingual Boundary Prediction https://ax-news.com/?article=218216486 AX-NEWS en 2026-10-16T04:00:00+00:00 Learning Changes the World and Then What Was Learned has Changed: Training and Deploying Neural Networks in the Control Loop https://ax-news.com/?article=218216487 AX-NEWS en 2026-10-16T04:00:00+00:00 Beyond the Dominant Label: Recovering Coexisting Lesion Evidence with Multiple Instance Learning https://ax-news.com/?article=218216488 AX-NEWS en 2026-10-16T04:00:00+00:00 Patch where the text is new: a compression view of where byte-level models should spend compute https://ax-news.com/?article=218216489 AX-NEWS en 2026-10-16T04:00:00+00:00 Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics https://ax-news.com/?article=218216490 AX-NEWS en 2026-10-16T04:00:00+00:00 Mosaic: Multi-Session Agentic Reinforcement Learning https://ax-news.com/?article=218216491 AX-NEWS en 2026-10-16T04:00:00+00:00 REKI: Registering Knowledge in VLAs https://ax-news.com/?article=218216492 AX-NEWS en 2026-10-16T04:00:00+00:00 Whole-Body Dexterity