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.LG2025
TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data
Yandong Yan, Chenxi Li, Yu Huang +4
The scarcity of large-scale and high-quality electronic health records (EHRs) remains a major bottleneck in biomedical research, especially as large foundation models become increa…