Multi-Agent Systems

Mobile-Agent-RAG: Driving Smart Multi-Agent Coordination with Contextual Knowledge Empowerment for Long-Horizon Mobile Automation AAAI 2026 MoMoREC: A Multi-agent Motivation Generation Framework for Residual Semantic ID-Aware Recommendation AAAI 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 MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026 Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation ACL 2026 Multi-Agent Corridor Reasoning for Multi-Agent Path Finding AAAI 2026 Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization ACL 2026 Multi-Agent Path Finding with Unassigned Agents (MAPFUA) AAAI 2026 Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement EACL 2026 Multi-Agent Reasoning Improves Compute Efficiency: Pareto-Optimal Test-Time Scaling ACL 2026 Multi-Agent RL with Invisible Collaborators: Marginal Advantage Estimation for Indirect Cooperation UAI 2026 Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning AAAI 2026 Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection AAAI 2026 Multi-Armed Bandits Meet Large Language Models AAAI 2026 Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026 Multimodal Safety Evaluation in Generative Agent Social Simulations ACL 2026 Multi-Robot Learning from Human Feedback AAAI 2026 MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution ACL 2026 Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026 NeuralFSM: Adaptive Multi-Agent Coordination via Learning Finite-State Execution Policy ACL 2026 Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026 NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026 NL ⇒ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models ACL 2026