multi-agent system

LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules AAAI 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer AAAI 2026 Mango: Multi-Agent Web Navigation via Global-View Optimization ACL 2026 Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026 MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026 MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026 MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition ACL 2026 MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026 MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management AAAI 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 MASEval: Extending Multi-Agent Evaluation from Models to Systems ACL 2026 MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing ACL 2026 MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling EACL 2026 Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting ACL 2026 MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026 Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ACL 2026 MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs AAAI 2026 Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding ACL 2026 MONETA: Multimodal Industry Classification through Geographic Information with Multi Agent Systems ACL 2026 MoReGen: Multi-Agent Motion-Reasoning Engine for Code-based Text-to-Video Synthesis CVPR 2026 MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework AAAI 2026 MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks ACL 2026