AI News

Task-evoked eye movements as candidate digital biomarkers of depression severity in adolescents and young adults (arxiv.org)

MemoryVLN: From Ego-Aware Memory Representation to Cross-Context Memory Reuse in Vision-Language Navigation (arxiv.org)

Learning Perturbation-Specific Representations through Conditional Energy Prior for Cellular Response Prediction (arxiv.org)

STAMP as a topology-aware molecular language for fragment-level learning and editing (arxiv.org)

LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering (arxiv.org)

How Well Do LLMs Perform in Peer Review? Evidence from Finance and Accounting (arxiv.org)

FedGraph: Defending Federated Large Language Model Fine-Tuning Against Backdoor Attacks via Graph-Based Aggregation (arxiv.org)

Agaram 2.5B: The First Tamil-First Language Model Trained from Scratch with Tool Calling. A Playbook for Under-Represented Languages (arxiv.org)

Resource-Efficient 3D Shape and Orientation Estimation of Road Users using Roadside RGB Camera and 3D Radar (arxiv.org)

Do Factuality Methods Make LLMs More Factual? Reproducibility and Fair Comparison (arxiv.org)

RetailAgent: Structured Adverse Timing in Self-Conditioned Multimodal LLM Trading Agents (arxiv.org)

Not All Drift Is a Mechanism: Tracing Prompt Adaptation in LLMs (arxiv.org)

Graph-free Retrieval with Graph-Modified Embeddings (arxiv.org)

PRISM: Calibrating Black-Box Judges with Counterfactual Probes (arxiv.org)

Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes (arxiv.org)

Let the Mind Conceive, Let the Hand Achieve: Following Multimodal Instructions for Long-Horizon Robotic Manipulation (arxiv.org)

Same Illness, Different Voice: Restating the Patient's Account Narrows Narrative Anchoring in Clinical Language Models (arxiv.org)

Specification-Guided Synthesis of Deadlock-Free Communication Protocol Refinements with Large Language Models (arxiv.org)

Lightweight but Linguistically Fair? Quantisation Robustness across Bavarian, German, and English (arxiv.org)

ShoeFit: A New Dataset and Dual-image-stream DiT Framework for Virtual Footwear Try-On (arxiv.org)

SimInter: Evidence-Grounded User Simulation with Interview-Based Profile Enrichment for Conversational Recommender Systems (arxiv.org)

AffectWorld: Benchmarking Emotion-Driven Future World Prediction (arxiv.org)

Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework (arxiv.org)

Which Optimizer Leaks Most? Optimizer Implicit Bias as a Training-Data Privacy Controller (arxiv.org)

JevGPT: Thinking Fast and Slow in Autonomous Research (arxiv.org)

Encrypted Skills Can Become New Security Exploits If AI Agents Know How to Decipher (arxiv.org)

A Few More Tokens Ahead: Reinforcing Parallelism in Diffusion LLMs (arxiv.org)

Looped Reasoning Finishes Earlier Than You Think (arxiv.org)

LoOPSD: On-Policy Self-Distillation with Looped Teachers (arxiv.org)

Claim Framing as a Driver of LLM Sycophancy (arxiv.org)

When Do Learned Blocks Preserve Causal Meaning? Block Identifiability and Constructive Causal Abstractions (arxiv.org)

H-DDCM: Hadamard Codebooks for Fast Generative Image and Video Compression (arxiv.org)

Certifying Almost-Sure Reachability in Unknown MDPs (arxiv.org)

From Chasing Ghosts to Missed Attacks: Perspectives and Perceptions of SOC Practitioners on LLM Integration, Risks, and Readiness (arxiv.org)

Verification as an Architectural Layer for LLM Agents: A V-Model Design, and a Pilot Study of Its Deterministic Core (arxiv.org)

When Missingness Follows the Graph: Beyond Feature Propagation for Missing Features (arxiv.org)

A CaLLM Judge is a Better Judge: Mitigating Bias in LLM-as-a-judge (arxiv.org)

APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation (arxiv.org)

Uncertainty Evaluation: Bridging Machine Learning and Measurement Science (arxiv.org)

Lifting Finite-Sample Gaussian Approximation of Wide Neural Networks to Functional Convergence (arxiv.org)

From Policy Evaluation to Off-Policy Control: Provable Emergence of In-Context Q-Learning (arxiv.org)

Fan Out or Relay? Ownership-Aware Routing for LLM Agents Querying Siloed Tables (arxiv.org)

inLoRA-MINT: Internal Representations for Auditing Training Data in Domain-adapted LLMs (arxiv.org)

High-fidelity Three-Dimensional Flow Field Reconstruction Driven by Turbulent Fluid Dynamics (arxiv.org)

SoFT: Soft Targets for Generalizable LLM Fine-Tuning (arxiv.org)

LeanPRM: Lean-Grounded Process Supervision for Natural Language Proof Verification (arxiv.org)

Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation (arxiv.org)

GREAT: A Graph Edge Attention Network for the Electric Vehicle Routing Problem with Asymmetric Costs (arxiv.org)

Is Complex Query Answering Really Complex? (arxiv.org)

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription (arxiv.org)