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.CR2025
CryptoTensors: A Light-Weight Large Language Model File Format for Highly-Secure Model Distribution
Huifeng Zhu, Shijie Li, Qinfeng Li +1
To enhance the performance of large language models (LLMs) in various domain-specific applications, sensitive data such as healthcare, law, and finance are being used to privately…