arXiv Artificial IntelligenceHierarchical Skill Retrieval for Data-Efficient Adaptation of Vision-Language-Action Models
arXiv:2608.24042v1 Announce Type: cross Abstract: While Vision-Language-Action (VLA) models pretrained on…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDesign-to-Plan: A Large Language Model-Based Multi-Agent Framework for Manufacturing Process Planning from 3D CAD Models and 2D Engineering Drawings
arXiv:2608.24039v1 Announce Type: cross Abstract: Manufacturing process planning transforms heterogeneous…
arXiv Artificial IntelligenceChorusTIC: Training-Free Multivariate Time Series Classification via Chorus In-Context Learning
arXiv:2608.24033v1 Announce Type: cross Abstract: Time series classification underpins applications in…
arXiv Artificial IntelligenceWhat Guides the Agent? Adjudicating Unauthorized Behavior via Localizing Behavior-Guiding Instructions
arXiv:2608.24022v1 Announce Type: cross Abstract: LLM agents integrated with external resources gain complex…
arXiv Artificial IntelligenceWebMCP-Phalanx: Enforcing and Characterizing Trust Boundaries for Browser-Integrated LLM Agents
arXiv:2608.24017v1 Announce Type: cross Abstract: The emerging W3C WebMCP proposal enables LLM agents to…
arXiv Artificial IntelligenceSAGE: From Direct Answering to Evidence-Grounded Inference for Chinese Ancient Document Understanding
arXiv:2608.24011v1 Announce Type: cross Abstract: Chinese ancient document understanding demands complex…
arXiv Artificial IntelligenceHybrid Semantic Tool Discovery for Enterprise MCP Gateway: Architecture and Implementation
arXiv:2608.23992v1 Announce Type: cross Abstract: Large language model (LLM) agents invoke external tools to…
arXiv Artificial IntelligenceRAGSentinel: Certifiable Geometric Consensus for Robust Retrieval-Augmented Generation
arXiv:2608.23965v1 Announce Type: cross Abstract: Retrieval-augmented generation (RAG) improves the…
arXiv Artificial IntelligenceEvaluating Language Models on Cross-Language Code Functional Equivalence
arXiv:2608.23961v1 Announce Type: cross Abstract: Background: Large Language Models (LLMs) have demonstrated…
arXiv Artificial IntelligenceNeuronGuard: Robust LLM Safety Alignment via Ablation-Aware Safety Signal Redistribution
arXiv:2608.23959v1 Announce Type: cross Abstract: Safety alignment in large language models (LLMs) remains…
arXiv Artificial IntelligenceThe Empire, Long Divided, Must Unite: Architectural Convergence in Three LLM Agent Harnesses
arXiv:2608.23953v1 Announce Type: cross Abstract: An agent harness is what turns a language model into an…
arXiv Artificial IntelligenceSTAIN-FL: Stealthy Targeted Attack Injection with Contextual Triggers in Federated Learning
arXiv:2608.23952v1 Announce Type: cross Abstract: Federated video anomaly detection trains model…
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