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Author

Yikang Li

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Preprint Aug 2026

Physics-informed Diffusion Generative Model for Time-Series Data Synthesis in Dynamic Systems

Industrial time-series signals, such as turbine temperature and rotational speed in aero-engines, are essential for monitoring the health and operational status of complex dynamical systems. However, collecting such data is often limited by harsh environments (e.g., high temperature and high pressure) and the high cost...

Haiteng Wang, Yunfei Zhu, Tao Wang et al. · 0 citations
Review Aug 2026

VisDocAgentBench: Benchmarking Agents for Visually Rich Document Retrieval

This work introduces VisDocAgentBench, a closed-corpus benchmark comparing static and agentic retrieval under a shared ranked-output contract, and motivates retrieval agents that combine modality-preserving discovery with evidence-directed verification.

Lexiang Hu, Yanzhao Zhang, Mingxin Li et al. · 0 citations

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