Guohuan Xie

Yangtze Delta Region Institute, Tsinghua University

Tsinghua AI

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Mengqi Lei (1)Shihui Ying (1)Shaoyi Du (1)

Papers (1)

May 21, 2026

Tsinghua AIMay 21, 2026·also Shanghai Institute of Applied Mathematics and Mechanics, XJTU

Hypergraph as Language

LLMs can now natively understand hypergraphs, unlocking their ability to reason about complex, multi-way relationships that traditional graph-based methods miss.

Mengqi Lei, Guohuan Xie, Shihui Ying +1

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

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Guohuan Xie

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)