Ziyu Zheng

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)

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Yaming Yang (1)Ziyu Guan (1)Xinyan Huang (1)

Papers (1)

May 25, 2026

Ziyu Zheng +33w ago

MDGMIX: Boundary-Aware Subgraph Mixing for Multi-Domain Graph Pre-Training

Multi-domain graph pre-training suffers from significant data redundancy; MDGMIX leverages boundary-aware subgraph mixing to achieve superior few-shot performance with improved efficiency.

Ziyu Zheng, Yaming Yang, Ziyu Guan +1

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data Training Efficiency & Optimization

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Ziyu Zheng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)