conftrace_

communication topology

17 papers

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Co-occurring keywords

multi-agent system (1819) large language model (13587) decentralized stochastic gradient descent (8) multi-agent communication (36) peer-to-peer communication (6) decentralized sgd (3) distributed training (188) decentralized optimization (113) query trajectory (1) graph diffusion model (5)

Papers

DAWN: Distributed LLM Multi-Agent Workflow Synthesis AAAI 2026
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation AAAI 2026
Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ACL 2026
AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems 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
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 NIPS 2022
Topology-aware Generalization of Decentralized SGD ICML 2022
Exponential Graph is Provably Efficient for Decentralized Deep Training NIPS 2021
KungFu: Making Training in Distributed Machine Learning Adaptive OSDI 2020
Decentralized gradient methods: does topology matter? AISTATS 2020