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arXiv cs.AI Research & Papers
Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neu…
arXiv cs.AI Research & Papers
Phase-Type Variational Autoencoders for Heavy-Tailed Data
arXiv cs.AI Research & Papers
Workflow Closure Is Not Scientific Closure in Auto-Research Systems
arXiv cs.AI Research & Papers
GAC: Noise-Aware Adaptive Mixing for Hybrid SFT-RL Post-Training
arXiv cs.AI Research & Papers
MedCollab: IBIS-Guided Multi-Agent Collaboration with Hierarchical Disease Relation Chain…
arXiv cs.AI Research & Papers
Physically Native World Models: A Hamiltonian Perspective on Generative World Modeling
arXiv cs.AI Research & Papers
Effect-Transparent Governance for AI Workflow Architectures: Semantic Preservation, Expre…
arXiv cs.AI Research & Papers
Planning Neural Dynamics with Lie Group Embedding through Supervised Projective Manifold …
arXiv cs.AI Security & Safety
Turning Bias into Bugs: Bandit-Guided Style Manipulation Attacks on LLM Judges
arXiv cs.AI Research & Papers
Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management
arXiv cs.AI Research & Papers
VISTA: An End-to-End Benchmark for Visual Spec-to-Web-App Coding Agents
arXiv cs.AI Research & Papers
GEM: Geometric Entropy Mixing for Optimal LLM Data Curation
arXiv cs.AI Research & Papers
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluati…
arXiv cs.AI Research & Papers
Discoverable Agent Knowledge -- A Formal Framework for Agentic KG Affordances (Extended V…
arXiv cs.AI Research & Papers
Maat: The Agentic Legal Research Assistant for Competition Protection
arXiv cs.AI Research & Papers
The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypot…
arXiv cs.AI Research & Papers
A Sharper Picture of Generalization in Transformers
arXiv cs.AI Research & Papers
Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Traje…
arXiv cs.AI Research & Papers
Can Broad Biomedical Knowledge be Contextualized into Scenario-Grounded Propositions?
arXiv cs.AI Research & Papers
Scaling GraphLLM with Bilevel-Optimized Sparse Querying
arXiv cs.AI Research & Papers
BatteryMFormer: Multi-level Learning for Battery Degradation Trajectory Forecasting
arXiv cs.AI Research & Papers
LELA: An End-to-end LLM-based Entity Linking Framework with Zero-shot Domain Adaptation
arXiv cs.AI Research & Papers
TADDLE: A Tool-Augmented Agent for Detecting Deficient LLM-Generated Peer Reviews
arXiv cs.AI Research & Papers
Multi-Stakeholder LLM Alignment: Decomposing Estimation from Aggregation
arXiv cs.AI Research & Papers
What Makes Chain-of-Thought Work at Probe Time? Local Co-occurrence Rather Than Global De…
arXiv cs.AI Research & Papers
A Dataset of Robot-Patient and Doctor-Patient Medical Dialogues for Spoken Language Proce…
arXiv cs.AI Research & Papers
MemFail: Stress-Testing Failure Modes of LLM Memory Systems
arXiv cs.AI Research & Papers
AGORA: Adapter-Grounded Observation-Action Retention for Inference-Free Prompt Compressio…
arXiv cs.AI Research & Papers
Which Changes Matter? Towards Trustworthy Legal AI via Relevance-Sensitive Evaluation and…
arXiv cs.AI Research & Papers
Reasoning, Code, or Both? How Large Language Models Handle Variations in Math Questions