Menglin Yang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

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Buze Zhang (1)Jinkai Tao (1)Zilang Zeng (1)Neil He (1)

Papers (1)

Feb 16, 2026

Buze Zhang +5Feb 16, 2026

Parameter-Efficient Fine-Tuning of LLMs with Mixture of Space Experts

LLMs can get a 15.9% boost on MAWPS by mixing and matching different geometric representation spaces during fine-tuning, instead of being confined to Euclidean space.

Buze Zhang, Jinkai Tao, Zilang Zeng +3

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Training Efficiency & Optimization

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Menglin Yang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)