GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments
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S^3martCirc: Self-supervised Smart Circuit Discovery
Automated Tree Knowledge Graph Construction using Ontology Expansion and Retrieval from V…
Neurosymbolics for Data Engineering: Achieving Long Context Token Reduction Without Finet…
DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory
When Features Become Instances: Inverted Contrastive Learning for Unsupervised Feature Se…
In-Context Neurofeedback: Can LLMs Control Their Internal Representations through Privile…
Denoising Diffusion Generative Models Secretly Calculate Attentions
AI Data Center Spending to Reach $32 Trillion by 2050, PwC Says
StudyBench: Can Self-Evolution Squeeze Textbooks for Olympiad Capability?
Provably Efficient Federated Reinforcement Learning with Linear Function Approximation an…
Electronic Navigational Chart Change Classification
AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation
SOVER: Formal Certification of Optimization Reformulations via LLM-Assisted SMT Verificat…
The Answer Is Not the Argument
ConvDeck: Conversational Paper-to-Slide Generation via Stage-Specific User Feedback
A Human-AI Theorem Connecting Spontaneous and Field-Induced Mechanisms of Collective Beha…
Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use …
ValueGraph: Value-Signal Guided Graph Pre-training for Contextualized User Representation
Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMs
Different representation learning objectives recover distinct latent structures from the …
Zero-Shot Respiratory Sound Classification through LLM-Augmented Audio-Text Alignment
KV Cache Offloading for Context-Intensive Tasks
Towards a Reliable and Practical Eval Pipeline
Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning
Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structu…
Make Some Noise: Unsupervised Remote Sensing Change Detection Using Latent Space Perturba…
Residual Sparsification via Output Importance for Compressing Mixture-of-Experts LLMs
Same Request, Different Boundary: Evaluating Cybersecurity Assistance across Conversation…
REVISE: Validity-Guided Recovery for Online Revisions in Agent Workflows