agent system

AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026 Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools AAAI 2026 Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration AAAI 2026 A Virtual Assistant for Architectural Design in a VR Environment EACL 2026 Co-Layout: LLM-driven Co-optimization for Interior Layout AAAI 2026 Current Agents Fail to Leverage World Model as Tool for Foresight ACL 2026 DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026 Eliciting Causal Knowledge from Agents AAAI 2026 EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer AAAI 2026 EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026 InfrastructureSentinel: Policy Enforced Guardrails for Secure MCP-driven Infrastructure Agents AAAI 2026 KnowThyself: An Agentic Assistant for LLM Interpretability AAAI 2026 LLM-Based Agent for Competitive Landscape Mapping in Drug Asset Due Diligence AAAI 2026 META: Meta Evolution of Tool Trajectory Adaptation for Long-Video Understanding CVPR 2026 MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning AAAI 2026 On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks AAAI 2026 Open-Domain Safety Policy Construction EACL 2026 PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026 QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026 SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback EACL 2026 SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning CVPR 2026 SoMe: A Realistic Benchmark for LLM-based Social Media Agents AAAI 2026 Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents ACL 2026 TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents AAAI 2026