FinDS-Agent is presented, a cloud–edge framework that keeps raw records and program execution at the trusted edge while providing a policy-screened, sanitized context to support cloud planning and support selective cloud planning while delimiting statistical, privacy, and transfer claims.
Xiao-Zheng Du, Rui-Jun Deng, Cheng Wang et al.· Future Internet· 0 citations
ATLAS addresses Text-to-SQL in production problems by co-locating schema metadata, semantic annotations, and vector embeddings entirely within a single RDBMS with native vector-index support.
Qing Zhang, Shi-Jing Hu, Zhi-Hui Lu· Proceedings of the VLDB Endo...· 0 citations
HuyuanOCR-1.5 ranks among the top-tier end-to-end OCR solutions on OmniDocBench v1.6 while achieving new performance milestones across these long-tail tasks, and proposes Agentic Data Flow, an agent-driven data construction system that transforms model weaknesses into executable data requirements and autonomously perfo...