multi-agent system

RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows MIDL 2026 RAG-Enhanced Collaborative LLM Agents for Drug Discovery AAAI 2026 RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection ACL 2026 RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment AAAI 2026 RCAFlow: A Workflow-Informed Hierarchical Planning Multi-Agent System for Root Cause Analysis AAAI 2026 ReContraster: Making Your Posters Stand Out with Regional Contrast ACL 2026 RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026 Refer-Agent: A Collaborative Multi-Agent System with Reasoning and Reflection for Referring Video Object Segmentation CVPR 2026 Refine and Align: Confidence Calibration Through Multi-Agent Interaction in VQA AAAI 2026 RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents AAAI 2026 Resilience in Ambient Multi-Agent LLMs via Decentralized Bio-Autonomic Control and Immune-Inspired Anomaly Detection AAAI 2026 ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026 Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms ACL 2026 Rethinking the Reliability of Multi-agent System: A Perspective from Byzantine Fault Tolerance AAAI 2026 R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026 RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems ACL 2026 RLFTSim: Realistic and Controllable Multi-Agent Traffic Simulation via Reinforcement Learning Fine-Tuning CVPR 2026 SAGE: A Compositional Multi-Agent LLM Framework with Pedagogical Reasoning for Structured Collaborative Problem Solving AAAI 2026 SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension AAAI 2026 Scaling Equitable Reflection Assessment in Education via Large Language Models and Role-Based Feedback Agents AAAI 2026 Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System AAAI 2026 SciDataMAS: LLM-Driven MAS for Scientific Data Management (Student Abstract) AAAI 2026 SciEducator: Scientific Video Understanding and Educating via Deming-Cycle Multi-Agent System CVPR 2026 SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing ACL 2026