Xingyu Zhu
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2NLP×1
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Research Timeline
2026
TCP-MCP: Landscape-Guided Co-Evolution of Prompts and Communication Topologies for Multi-Agent Systems
The paper proposes TCP-MCP, a co-evolution framework that jointly optimizes agent prompts and communication topologies to design highly efficient and effective multi-agent systems.
T^2MLR: Transformer with Temporal Middle-Layer Recurrence
The paper introduces Transformers with Temporal Middle-Layer Recurrence (T2MLR), a transformers-based latent reasoning architecture that enables abstract intermediate computation to persist across decoding steps with little inference overhead.
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Papers
cs.CLcs.AIEmpiricalRecentJul 16, 2026
T^2MLR: Transformer with Temporal Middle-Layer Recurrence
Ziyang Cai, Xingyu Zhu, Yihe Dong, Yinghui He +1 more
The paper introduces Transformers with Temporal Middle-Layer Recurrence (T2MLR), a transformers-based latent reasoning architecture that enables abstract intermediate computation to persist across dec…
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cs.AIRecentMay 27, 2026