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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

Zhonghang Yuan

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Preprint Aug 2026

PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory

It is demonstrated that PI-Mem breaks the accuracy--efficiency trade-off in long-context reasoning and provides a scalable approach to complex multi-hop question answering over extremely long documents.

Da-Wei Liu, Haixu Song, Shuang Cheng et al. · 0 citations
Jul 2026

MolGVR: A Chemistry-Grounded Framework for Text-to-Molecule Generation

The results suggest that coupling generation with executable verification and feedback-guided refinement is an effective way to improve text-to-molecule generation.

Qian Tan, Xuanyu Zhu, Lei Jiang et al. · 0 citations

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