Enactive Artificial Intelligence: A Decision-Centric Architecture for Complex Systems
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Towards Improving Sequential Decision-Making in LLM Agents via Experience Memory
Balancing Efficiency and Efficacy: Training-Free Attention-Guided Switching Between Expli…
Dr. AGENTONOMICS: A Didactic Experiment of AGENTONOMICS
GAP-URGENet: A Generative-Predictive Fusion Framework for Universal Speech Enhancement
Instruction Stacking Collapse: A Benchmark and the Capability-Dependent Value of Prompt C…
LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models
Permission Denied: Policy-Graded Evaluation of Coding Agents in Hardened Environments
IR2Solve: Structured Intermediate Representations for Cost-Efficient Optimization Autofor…
UrbanAgent: A Tool-Augmented Agent for Cross-System Urban Tasks
Agentic Reinforcement Learning with Self-Distilled Reward Shaping
Hypercubes, Hyperplanes, and Constraint-Induced Complexity Collapse in Atomic Concept Lea…
ADMITBench: A Safety-Governed Reference Framework for Evaluating the Admissibility of Ind…
TACT: Taxonomy-Aligned Post-Training for Pedagogically Adaptive English Tutoring
Neurosymbolic Reasoning with Incremental Knowledge for Sample Efficient Hierarchical Rein…
Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretrai…
WCM: World-Cognition Model for Generalizable Human-Robot Interaction
Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks
KernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization
Reversing Arrows in Large Language Models
When Efficiency Becomes Fragility: Exploiting Dynamic Routing Vulnerabilities in Adaptive…
Formal Verification of Agentic Systems over Operational Data
AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Que…
Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampli…
Do We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters?
Knowing the Form, Not the Function: Automatically Auditing Answer--Authority Decoupling i…
Towards a new paradigm of scientific discovery with socialized artificial intelligence
Behaviorally Adaptive Visual Diversion for Inclusive and Resilient Digital Assessment Del…
Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improve…
DocTrace: Towards Traceable Long Document VQA via Hierarchical Evidence Graph Reasoning