SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems
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The Query Channel: Information-Theoretic Limits of Masking-Based Explanations
Cross-Model Disagreement as a Label-Free Correctness Signal
LLM-Powered Personalized Glycemic Assessment in Type 2 Diabetes with Wearable Sensor Data
Two-Layer Linear Auto-Regressive Models Estimate Latent States
CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges
Beyond Runtime Enforcement: Shield Synthesis as Defensibility Analysis for Adversarial Ne…
GEASS: Gated Evidence-Adaptive Selective Caption Trust for Vision-Language Models
Token Complexity Theory for AI-Augmented Computing
From Digital to Physical: Digital Agents as Autonomous Coaches for Physical Intelligence
Bag of Dims: Training-Free Mechanistic Interpretability via Dimension-Level Sign Patterns
Epistemic Constitutionalism Or: how to avoid coherence bias
HybridCodeAuthorship: A Benchmark Dataset for Line-Level Code Authorship Detection
Adaptive Turn-Taking for Real-time Multi-Party Voice Agents
DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Proble…
Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems…
Contrast-Informed Augmentation and Domain-Adversarial Training for Adult-to-Neonatal MR R…
Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs
Dual-Domain Equivariant Generative Adversarial Network for Multimodal CT-PET Synthesis
Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning
Mana: Dexterous Manipulation of Articulated Tools
The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
Graph Reduction in Multirelational Networks: A Spreading-Oriented Reduction Benchmark
A Mathematical Theory of Value: a synthesis on goal-directed agency under resource constr…
A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Ac…
WOMBET: World Model-Based Experience Transfer for Robust and Sample-efficient Reinforceme…
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
Valid Inference with Synthetic Data via Task Exchangeability
Improving Crash Frequency Prediction from Simulated Traffic Conflicts Using Machine Learn…
Beyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning…