Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

FocalComm: Hard Instance-Aware Multi-Agent Perception WACV 2026

Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models AAAI 2026

From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026

DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis AAAI 2026

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities EACL 2026

Don’t Trust Generative Agents to Mimic Communication on Social Networks Unless You Benchmarked their Empirical Realism EACL 2026

Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026

Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling EACL 2026

Persuasion at Play: Understanding Misinformation Dynamics in Demographic-Aware Human-LLM Interactions EACL 2026

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026

Verification-Aware Planning for Multi-Agent Systems EACL 2026

COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts EACL 2026

The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data EACL 2026

Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026

What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing EACL 2026

SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System EACL 2026

DIALECTIC: A Multi-Agent System for Startup Evaluation EACL 2026

CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization EACL 2026

The Price of Thought: A Multilingual Analysis of Reasoning, Performance, and Cost of Negotiation in Large Language Models EACL 2026

HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering EACL 2026

MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026

PEAR: Planner-Executor Agent Robustness Benchmark EACL 2026

R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026

Stay Focused: Problem Drift in Multi-Agent Debate EACL 2026

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026