λ 赖欣Xin Lai.

MATHEMATICS × ARTIFICIAL INTELLIGENCE

从数学结构，
探索智能与生命。Exploring intelligence
and life through
mathematical structure.

赖欣 · 北京雁栖湖应用数学研究院（BIMSA）博士后。关注图上的离散几何、Ricci 流与图学习。Xin Lai · Postdoctoral researcher at BIMSA. Working on discrete geometry, Ricci flow on graphs, and graph learning.

探索研究方向Explore research GitHub
Mathematical networkAn abstract illustration of connected nodes, linking geometry, learning and living systems. λ G = (V, E)STRUCTURE → INSIGHT
01 / CONNECTED IDEAS
MathematicsArtificial IntelligenceGraph LearningNetwork ScienceComputational Biology
01

关于 / AboutAbout

赖欣 / Xin LaiXin Lai

我目前是北京雁栖湖应用数学研究院（BIMSA）概率、应用统计和数据科学团队的博士后研究员。我于中国人民大学获得应用数学博士学位，研究兴趣包括图上的离散 Ricci 曲率、Ricci 流、图神经网络与网络结构。I am a postdoctoral researcher in the Probability, Applied Statistics and Data Science Group at the Beijing Institute of Mathematical Sciences and Applications (BIMSA). I received my Ph.D. in Applied Mathematics from Renmin University of China. My research interests include discrete Ricci curvature, Ricci flow on graphs, graph neural networks, and network structure.

我也关注数学与 AI 方法在计算生物学中的交叉应用。I am also interested in interdisciplinary applications of mathematics and AI in computational biology.

BIMSA 官方主页profile ↗

02 / RESEARCH

研究兴趣Research interests

从基础结构到交叉问题From foundations to interdisciplinary questions

Mathematics & AI

探索数学结构如何帮助理解和构建学习方法。Exploring how mathematical structures can inform our understanding and design of learning methods.

Foundations · Learning

Graph Learning &
Network Science

关注图上的表示学习，以及网络中的几何与结构。Interests in representation learning on graphs, and the geometry and structure of networks.

Graphs · Geometry · Networks

Computational
Biology

探索数学与 AI 方法在生物数据及复杂生命系统中的可能应用。Exploring potential applications of mathematics and AI to biological data and complex living systems.

Biology · Complex systems
03

论文 / PublicationsPublications

预印本Preprints

已发表论文Published research

Google Scholar ↗

04 / OPEN SOURCE

公开项目Public repositories

查看全部View all ↗

图几何与图学习相关的公开代码。Public code related to graph geometry and graph learning.

01

Curvphormer

GitHub repository 02

graph-geometry

GitHub repository 03

NormalizedRicciFlow

GitHub repository
05

Blog & Notes

为想法留一个空间A space for ideas in progress

未来在这里分享数学、图学习与交叉研究的阅读笔记和思考。文章尚未发布。Future reading notes and reflections on mathematics, graph learning, and interdisciplinary research. No posts published yet.

06

Curriculum Vitae

教育背景Education

2019–2024
应用数学博士 · 中国人民大学Ph.D. Applied Mathematics · Renmin University of China
2016–2019
概率论与数理统计硕士 · 中国人民大学M.Sc. Probability Theory and Mathematical Statistics · Renmin University of China
2012–2016
数学与应用数学学士 · 中国人民大学B.Sc. Mathematics and Applied Mathematics · Renmin University of China
查看官方学术履历View academic profile at BIMSA ↗

07 / CONTACT

让想法产生连接。Ideas grow through connection.

欢迎就图几何、图学习与交叉研究进行学术交流。For academic discussions on graph geometry, graph learning, and interdisciplinary research.

laixin@bimsa.cn ↗Google Scholar ↗GitHub ↗