AI News

OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework (arxiv.org)

Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model? (arxiv.org)

Structuring agentic AI for HPC code modernization (arxiv.org)

A spectral audit framework reveals task-dependent aperiodic reliance across EEG and ECG deep learning (arxiv.org)

Convolutional Sparse Coding via the Locally Competitive Algorithm on Loihi 2 (arxiv.org)

Quantum Global Variational Learning for Quantum Error Correction (arxiv.org)

Bayesian Optimization of a Multi-Product Chemical Reactor Using Composite Models and Partial Physics Knowledge (arxiv.org)

Parameter Tuning with Generalization Guarantees for GPU-Accelerated Linear Programming (arxiv.org)

TeamHerald@CHIPSAL 2026: Hate Speech Detection and Sentiment Analysis of Nepali Memes using Transformer-based Architectures and Ensemble Learning (arxiv.org)

A Comparison of SSL-Based Feature Extractors and Back-End Classifiers for Spoofing Detection: A Multi-Corpus Training and Cross-Linguistic Analysis (arxiv.org)

Learning to Solve Generative ODEs Beyond the Linear Span (arxiv.org)

Speaker-Invariant Representation Learning for Spoofing Detection via Gradient Reversal and A Variational Information Bottleneck (arxiv.org)

On solving symmetric multi-type orthogonal non-negative matrix tri-factorization problem (arxiv.org)

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC) (arxiv.org)

Predictive Coding with Bayesian Priors via Proximal Gradients (arxiv.org)

SAEExplainer: Interpreting SAE Features with Activation-Guided Preference Optimization (arxiv.org)

Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using Reinforcement Learning (arxiv.org)

Assessing Sample Quality in Conditional Generation under Compositional Shift (arxiv.org)

Liquid Neural Networks as a Drop-in Continuous-Time Deformation Field for Dynamic 3D Gaussian Splatting (arxiv.org)

Single-Cell Cross-Modal Transfer by Adversarial Fine-Tuning of Foundation Models (arxiv.org)

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model (arxiv.org)

SWE-Marathon: Can Agents Autonomously Complete Ultra-Long-Horizon Software Work? (arxiv.org)

What Makes Video World Model Latents Action-Relevant: Prediction over Reconstruction (arxiv.org)

SNN-MLIR: An MLIR Dialect for Compiling Neuromorphic SNNs from NIR to Bare-Metal C (arxiv.org)

Multi-View Speech Representation Learning for Parkinson's Disease Detection Using Context-guided Cross-modal Attention (arxiv.org)

SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling (arxiv.org)

Zero-Shot Semantic Re-Identification for Autonomous Driving: A VLM Baseline Study (arxiv.org)

PriFT: Prior-Support Guided Supervised Fine-Tuning (arxiv.org)

Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs (arxiv.org)

Dense Force Estimation with an Event-based Optical Tactile Sensor (arxiv.org)

Automating the Expert Eye: A System-Agnostic Deep Learning Framework for Rare Event Discovery in Imbalanced Force Spectroscopy (arxiv.org)

Hybrid Neural Network and Conventional Controller Approach for Robust Control of Highly Unstable Systems: Application to Tilt-Rotor Control (arxiv.org)

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing (arxiv.org)

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation (arxiv.org)

Unifying Object-Centric World Models and Diffusion Policy: A Hierarchical Framework for Multi-Stage Robotic Tasks (arxiv.org)

See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding (arxiv.org)

Evaluating AI Investment Strategies (arxiv.org)

AI-Augmented Closed-Loop Quality Engineering: A Reference Architecture for Continuous Software Quality Intelligence (arxiv.org)

Governance Controls for AI-Generated Test Artifacts in Autonomous Software Testing (arxiv.org)

BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation (arxiv.org)

Intelligent Character Recognition of Handwritten Forms with Deep Neural Networks (arxiv.org)

Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur? (arxiv.org)

Integrating gene regulatory priors into Transformer attention with scTransformer for interpretable scRNA-seq analysis (arxiv.org)

Code Is More Than Text: Uncertainty Estimation for Code Generation (arxiv.org)

ReCoVLA: VLM-Guided Reward Compilation for Failure Recovery in Vision-Language-Action Policies (arxiv.org)

Learning to Attack and Defend: Adaptive Red Teaming of Language Models via GRPO (arxiv.org)

FMplex: Model Virtualization for Serving Extensible Foundation Models (arxiv.org)

Do Video Foundation Models Understand Intuitive Physics? A Layerwise Probing Analysis (arxiv.org)

End-to-End Context Compression at Scale (arxiv.org)

What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks (arxiv.org)