AI News

Bidirectional Multimodal Fusion of Sky Images and Time-Series for Solar Forecasting with Large Language Models (arxiv.org)

LILA: Calibration-Free Structured Pruning of Large Language Models via Latent Spectral Geometry (arxiv.org)

HERALD: High-Fidelity Exemplar Retrieval with Adaptive Landmark Distillation for Heterophily-Aware Graph Condensation (arxiv.org)

Beyond Solver Verdicts: Generative Reward Models for Autoformalization (arxiv.org)

Toward a First-Principles Update Geometry for the Language-Model Head (arxiv.org)

Estimating Inconsistency Response Surfaces under Uncertainty in Cyber-Physical System Development (arxiv.org)

Gradland: On Phenomenal Experience, Differentiated Across Many Dimensions (arxiv.org)

An Autonomous GeoAI Agent for Arctic Eco-Navigation (arxiv.org)

When do cheap embeddings beat protein language models? A theoretically-grounded hashing sketch for biological sequence classification (arxiv.org)

Active noise cancellation on open-ear smart glasses (arxiv.org)

ContractEval: Query-Conditioned Execution Matching for Procedural Instruction Conformance (arxiv.org)

Polyhedral Geometry of Time-to-First-Spike Neural Networks (arxiv.org)

Bayesian quantum sensing using graybox machine learning (arxiv.org)

Building Supervision into Hebbian Plasticity through Spike Agreement (arxiv.org)

When does a spectral prior help graph learning? Connectivity-loss estimation under road-network disruptions (arxiv.org)

No Screening is More Efficient with Multiple Objects (arxiv.org)

Semi-Tensor Product-Based Multi-Term Randomized T-SVD and Its Visual Applications (arxiv.org)

Convex Optimization with Nested Evolving Feasible Sets (CONES) under Time-Varying Loss Functions (arxiv.org)

REVA: Reusable Evidence View Aggregation for Context-Efficient RAG Serving (arxiv.org)

Legible Failures: Detecting and Repairing In-Context Binding Errors (arxiv.org)

RESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems (arxiv.org)

From Plausible to Actionable: A Position on LLM Self-Explanations (arxiv.org)

PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations (arxiv.org)

Safe to Stop? Risk-Constrained Stopping for Sequential Clinical Diagnosis Agents (arxiv.org)

Decision Shifts, Lost Label Functionality, and an Inconclusive Grounding Audit in Correctness-Gated Multi-Teacher Distillation (arxiv.org)

BRACE: Anchored Bellman-Residual Correction for Stale Critics in Asynchronous RL (arxiv.org)

Addressing A Posteriori Performance Degradation in Neural Network Subgrid Stress Models (arxiv.org)

Adaptive Entangled Game Modules in Artificial General Intelligence (arxiv.org)

Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks (arxiv.org)

The information geometry of large language models is shared, learned, and controllable (arxiv.org)

A Dynamic Fusion Large Language Model for Traffic Flow Prediction (arxiv.org)

EMMI: Edge Multi-Modal Intelligence for Communication-Efficient MLLM Inference via Fused Representation Compression (arxiv.org)

Solving Few-Shot Multiobjective Multitask Optimization via Iterative Sequential Transfer (arxiv.org)

T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks (arxiv.org)

PEARL: A Task-Aware Framework for Evaluating Differentially Private Synthetic Educational Data (arxiv.org)

On the Societal Impact of Machine Learning (arxiv.org)

Topological Necessities: Mechanism-Invariant Strategic Subgoals for Cross-Embodiment Goal-Conditioned Control (arxiv.org)

Thompson Sampling for Non-Monotone Convex Ridge Bandits: Monotonicity Is Not Needed for Polynomial Regret (arxiv.org)

Incentives to Offer Algorithmic Recourse (arxiv.org)

OntologyAligner: Ontology-Aligned Retrieval and Hierarchy-Guided Large Language Model Reranking for Biomedical Ontology Normalization (arxiv.org)

XAI-Arena: Can LLMs Assess the Quality of XAI Explanations? (arxiv.org)

Quantum State Preparation with the QNN-based SRBB Algorithm (arxiv.org)

Configuration-Dependent Lower Bounds for Approximation by Shallow ReLU$^k$ Networks on the Sphere (arxiv.org)

Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations (arxiv.org)

Grounded Evaluation and Repair for NL-to-PDDL Problem Generation (arxiv.org)

Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications (arxiv.org)

BiHDTrans: binary hyperdimensional transformer for efficient multivariate time series classification (arxiv.org)

Reification as a Transferable Vocabulary: Zero-Shot Link Prediction with Vanilla GNNs (arxiv.org)

Local Robustness Quantification for Naive Bayes Classifiers and Generative Forests: a General Approach (arxiv.org)

DNA: Differentially private Neural Augmentation for contact tracing (arxiv.org)