2 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.AI2026
OMG-Agent: Toward Robust Missing Modality Generation with Decoupled Coarse-to-Fine Agentic Workflows
Ruiting Dai, Zheyu Wang, Haoyu Yang +6
Data incompleteness severely impedes the reliability of multimodal systems. Existing reconstruction methods face distinct bottlenecks: conventional parametric/generative models are…