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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Luo-Xiu Zhang

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Open access Sep 2026

Benchmarking single-cell foundation models for aging biology

Overall, scFMs supported diverse aging analyses, but performance depended on the biological question, highlighting their utility for rare cellular state identification and regulatory analysis.

Xiao-Min Ni, Yun-Hao Liang, Jia-Lin Zhu et al. · 0 citations
Preprint Aug 2026

HNR-DAC: Hard-Negative Reranking and Distribution-Aligned Classification for Scientific Claim Verification

This work presents HNR-DAC, a two-stage framework that trains each stage on the cases it will actually encounter, and quantifies evidence confusability using a base reranker's scores on non-gold paragraphs and contrasts gold evidence against the most confusable candidates.

Zhenchao Wang, Xin Chen, Luo-Xiu Zhang et al. · 0 citations

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