Zhoumin Xie

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Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scalable Oversight & Alignment Theory (1)

Papers (1)

Aug 17, 2026

Affiliation:1w ago

SoftModel: A Neural Model That Grows Its Own Topology -- Governed Structural Growth for Continual In-Service Learning

Lifelong learning just got a major upgrade: SoftModel's dynamic topology adapts in real-time, breaking free from the constraints of fixed neural architectures.

Zhoumin Xie

Architecture Design (Transformers, SSMs, MoE)Scalable Oversight & Alignment Theory

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Zhoumin Xie

Publication activitypapers/week, last 8 weeks

Research focus

Papers (1)