communication topology

AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems ACL 2026 Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation AAAI 2026 DAWN: Distributed LLM Multi-Agent Workflow Synthesis AAAI 2026 Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ACL 2026 MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026 RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems ACL 2026 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 From Promise to Practice: Realizing High-performance Decentralized Training ICLR 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025 Improving Multi-Agent Debate with Sparse Communication Topology EMNLP 2024 PMAC: Personalized Multi-Agent Communication AAAI 2024 Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data AISTATS 2023 Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate NeurIPS 2022 Topology-aware Generalization of Decentralized SGD ICML 2022 Exponential Graph is Provably Efficient for Decentralized Deep Training NeurIPS 2021 Decentralized gradient methods: does topology matter? AISTATS 2020 KungFu: Making Training in Distributed Machine Learning Adaptive OSDI 2020