3 papers
cs.AI2026
DenoiseFlow: Uncertainty-Aware Denoising for Reliable LLM Agentic Workflows
Yandong Yan, Junwei Peng, Shijie Li +7
Autonomous agents are increasingly entrusted with complex, long-horizon tasks, ranging from mathematical reasoning to software generation. While agentic workflows facilitate these…
cs.AI2025
A Survey on Agent Workflow -- Status and Future
Chaojia Yu, Zihan Cheng, Hanwen Cui +5
In the age of large language models (LLMs), autonomous agents have emerged as a powerful paradigm for achieving general intelligence. These agents dynamically leverage tools, memor…
cs.AI2025
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
Yuyang Cheng, Yumiao Xu, Chaojia Yu +1
Contemporary multi-agent systems encounter persistent challenges in cross-platform interoperability, dynamic task scheduling, and efficient resource sharing. Agents with heterogene…