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arXiv cs.AI Research & Papers
Building Better Activation Oracles
arXiv cs.AI Research & Papers
Code-on-Graph: Iterative Programmatic Reasoning via Large Language Models on Knowledge Gr…
arXiv cs.AI Research & Papers
Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Context…
arXiv cs.AI Research & Papers
What Makes Interaction Trajectories Effective for Training Terminal Agents?
arXiv cs.AI Research & Papers
CP-Agent: Context-Aware Multimodal Reasoning for Cellular Morphological Profiling under C…
arXiv cs.AI Research & Papers
MUSE: A Unified Agentic Harness for MLLMs
arXiv cs.AI Research & Papers
TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning
arXiv cs.AI Research & Papers
Finding Kissing Numbers with Game-theoretic Reinforcement Learning
arXiv cs.AI Research & Papers
Are we really tilting? The mechanics of reward guidance in flow and diffusion models
arXiv cs.AI Research & Papers
InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain
arXiv cs.AI Research & Papers
Towards Non-Monotonic Entailment in Propositional Defeasible Standpoint Logic
arXiv cs.AI Research & Papers
A Negative Result on Cross-Model Activation Transfer in a Pythia Multi-Hop Setting
arXiv cs.AI Research & Papers
The Violation Situation Pattern: A Knowledge-Graph Pattern for Compliance Violations
arXiv cs.AI Research & Papers
How Quantization Changes Interpretable Features: A Sparse Autoencoder Analysis of Languag…
arXiv cs.AI Research & Papers
FFR: Forward-Forward Learning for Regression
arXiv cs.AI Research & Papers
MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents
arXiv cs.AI Research & Papers
Analyzing Stream Collapse in Hyper-Connections: From Diagnosis to Mitigation
arXiv cs.AI Research & Papers
SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems
arXiv cs.AI Research & Papers
Rethinking Molecular Text Representations for LLMs: An Empirical Study
arXiv cs.AI Research & Papers
See Less, Specify More: Visual Evidence Budgets for Generalizable VLAs
arXiv cs.AI Research & Papers
Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliabl…
arXiv cs.AI Research & Papers
ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning
arXiv cs.AI Research & Papers
Learn When and Where to Connect: Adaptive Virtual Nodes for Dynamic Message Passing on Gr…
arXiv cs.AI Research & Papers
A formal definition and meta-model for a machine theory of mind
arXiv cs.AI Research & Papers
StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems
arXiv cs.AI Research & Papers
Gender-Dependent Diagnostic Substitution in LLM Medical Triage: Same Symptoms, Unequal Ur…
arXiv cs.AI Research & Papers
Lean-GAP: A Dataset of Formalized Graduate Algebra Problems
arXiv cs.AI Research & Papers
Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation
arXiv cs.AI Research & Papers
Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Prepro…
arXiv cs.AI Research & Papers
FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations