Multi-Agent Systems

FocalComm: Hard Instance-Aware Multi-Agent Perception WACV 2026 FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clips CVPR 2026 Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026 From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis ACL 2026 From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge AAAI 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions AAAI 2026 From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026 From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense ACL 2026 GAMED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation ACL 2026 Game Theory Based Community-Aware Opinion Dynamics AAAI 2026 GardenDesigner: Encoding Aesthetic Principles into Jiangnan Garden Construction via a Chain of Agents CVPR 2026 GASim: A Graph-Accelerated Hybrid Framework for Social Simulation ACL 2026 GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL ACL 2026 GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization AAAI 2026 GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation AAAI 2026 GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration AAAI 2026 GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing CVPR 2026 GLoMOT: Efficient Online GNN-based Low-Frame-Rate Multi-Object Tracker AAAI 2026 Grammar Search for Multi-Agent Systems ACL 2026 Graph Attention-Guided Search for Dense Multi-Agent Pathfinding AAAI 2026 Graph-Enhanced LLM Analysis of Multimodal Health Communities: A Computational Framework for Patient Discourse Understanding on TikTok EACL 2026 Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark AAAI 2026 Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026 Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026