Demystifying the Privacy-Utility Trade-off in LLM Interactions
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Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents
Optimizing Three Critical Factors for Practical and Effective OOD Detection Fine-Tuning
Evidence for Limited Metacognition in LLMs
Quantifying the Memorization-to-Generalization Transition: Scaling Laws and Phase Structu…
From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for…
ReactHuman: A Physics-Grounded Benchmark for Human-Like Reactive Decision-Making in Embod…
Probabilistic Focal Search: Accelerating Bounded-Suboptimal Search via Lower-Bound Advanc…
2AM: Grounding Agent-Side Memory as Guidance for Steerable Action Models in Long-Horizon …
Defining AI Agents: A Compendium of Criteria, Metrics, and Benchmarks
When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents
X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation
GPU-CFR: 80x Faster Counterfactual Regret Minimization by Compiling the Game to Static Da…
A Multi-Stage Rule-Chaining Framework for Compositional and Interpretable Cognitive Reaso…
Automated multi-class wound assessment using dedicated instance segmentation models for b…
Understanding LoRA Rank Trade-offs in Diffusion Model Fine-Tuning
Towards a Deterministic Math Solver for Clinical Language Models
A Voice-Interactive Multi-Agent System for Smart Operating Rooms: Architecture Design and…
Language-Augmented Semantic Priors for B-Spline Surface Fitting
Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows
From Parameters to Answers: How LLMs Retrieve and Use Their Internal Knowledge
Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model
Tapes Together Strong: The Co-evolution of Computation and Cooperation
Buyer Artificial Intelligence-Enabled Environmental Governance and Supplier Environmental…
When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for LLM Agents
Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Archi…
AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and So…
When Agents Disagree: Bayesian Backward Reasoning as a Label-Free Anchor for Multi-Agent …
A Comparative Evaluation of Pre-trained Convolutional Neural Networks for Melanoma Detect…
Characterizing Job Power Elasticity for Power-Flexible AI Training