Judging Is Not Enumerating: Silent Omissions in LLM-Authored Acceptable Sets
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Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations
Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucina…
FactorJEPA: Factorizing Monolithic Futures into Layout-Agent-Interaction Channels for Cro…
Bayesian and Motivated Reasoning in AI Agents
Trust and Its Betrayal under Three Representational Strategies
Diagnose Before You Compress: Prediction-Independent Bottleneck Witness Refinement for LL…
TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents
Learning to Coordinate Symbolic Tools: LLM Agents for Verified Sum-of-Squares Certificates
Can Urban Blight Be Accessed with Vision-language Models: A Case Study in Detroit
KC-Agent: A Dual-Process Cognitive Architecture for Efficient ML Model Improvement
RMSWeb: Reflection, Failure-Mode Mining, and Salvage-DS for Web Agent Reinforcement Learn…
Passing Coarse Marginal Checks Can Be Cheap: Persona Mixtures and Imprecise Treatment-Res…
Personalizing Large Language Model Agents with Small Policy Models
Predictive Maintenance: Deep Learning-Based Remaining Useful Life Prediction for Combat A…
TRACE-TS: Attribution-Grounded and Traceable Sensor-Language Reasoning for Human Activity…
Energy Efficiency of Locally Deployed LLMs: A Preliminary Quantitative GPU Power Benchmar…
Cognitive Demand Steering for Adaptive Meta-Reasoning in Large Language Models
ApplE: A Modular Ontology of Applied Ethics and Event Context for Ethical Decision Modeli…
Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization
EntailLLM: Verifying LLM-Generated Vulnerability Discovery Paths with Domain Knowledge vi…
RF-HOI: Recognize Human-Object Interaction with Radio Frequency Signals
CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization
The Scaling Paradox in Human-AI Collaboration
Agentic Stage-One Stellarator Optimization: Autonomous Multi-Objective Search for Finite-…
DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents
G-ReAct: Graph-Guided Deep Search via Structure-State Co-Evolution
PROGRESS: Coverage-guided RL to Train Search-augmented LLM Agent
Modeling Social Dynamics with an LLM-Enabled Agent Based Network-Dynamic (LAND) Model
Music Restoration via Latent Operator Optimization and Diffusion Model Priors