Summary

Lecturer at Yanbian University. Researcher in machine learning and bioinformatics.

Education

• Mathematics

  2022
  State University of New York at Buffalo
• Statistics

  2016
  Nankai University

Work Experience

• Lecturer

  2025-07
  Teaching and research in machine learning and bioinformatics
• Postdoctoral Researcher

  2022-07 - 2024-07
  Postdoctoral researcher under supervision of Adil Mardinoglu
• Research Assistant

  2015-06 - 2015-08
  Summer research under supervision of Christina Lill

Skills

Publications

• Analysis of node2vec random walks on networks

  2020
  Proc. R. Soc. A — Math. Phys. Eng. Sci.

  Lingqi Meng, Naoki Masuda
• Epidemic dynamics on metapopulation networks with node2vec mobility

  2022
  J. Theor. Biol.

  Lingqi Meng, Naoki Masuda
• Perturbation theory for evolution of cooperation on networks

  2023
  J. Math. Biol.

  Lingqi Meng, Naoki Masuda
• Cooperation and the social brain hypothesis in primate social networks

  2024
  Front. Complex Syst.

  Neil G. MacLaren, Lingqi Meng, Melissa Collier, Naoki Masuda
• Multi-omics analysis reveals key factors associated with the Parkinson’s Disease severity

  2024
  Submitted to PNAS (under review)

  Han Jin, Lingqi Meng, Burak Yulug, Ozlem Altay, Xiangyu Li, et al.
• Multi-omics analysis reveals the key factors involved in the severity of the Alzheimer’s disease

  2024
  Alzheimers Res. Ther.

  Lingqi Meng, Han Jin, Burak Yulug, Ozlem Altay, Xiangyu Li, et al.
• WBT-DC Pipeline: Whole Blood Transcriptomics data-based Disease Classification

  2024
  Submitted to Nat. Commun. (under review)

  Mengzhen Li, Han Jin, Lingqi Meng, Ozlem Altay, et al.
• Integrative proteo-transcriptomic characterization of advanced fibrosis in chronic liver disease across etiologies

  2025
  Cell Rep. Med.

  Hong Yang, Dila Atak, Meng Yuan, Mengzhen Li, Lingqi Meng, et al.

Presentations

• Identification of diagnostic biomarkers for multiple diseases through proteomics analysis in a large cohort

  2023
  Science for Life Laboratory

  Stockholm, Sweden
• Exploring potential cancer treatment strategies through evolutionary games on cellular networks

  2022
  Science for Life Laboratory

  Stockholm, Sweden
• Spreading processes on metapopulation models with node2vec mobility

  2022
  Networks seminar at the University of Oxford

  Online
• Epidemic threshold for metapopulation model networks with a second-order mobility rule

  2021
  NERCCS2021

  Online
• Diffusion speed of the node2vec random walk on networks

  2020
  Conference on Complex Systems 2020

  Online
• Stationary distribution and spectral gap of the node2vec random walks

  2020
  NERCCS2020

  Online
• Second-order random walks in a toy network

  2019
  International Joint Conference on AI & Data Science

  Suwon, South Korea

Teaching

• Statistics in Metagenomics

  2023
  King's College London

  Role: Lecturer
• Linear Programming

  2022
  King's College London

  Role: Lecturer
• Calculus III (MTH 241)

  2019
  University at Buffalo

  Role: Teaching Assistant
• Differential Equations (MTH 306)

  2019
  University at Buffalo

  Role: Teaching Assistant
• Linear Algebra (MTH 309)

  2021
  University at Buffalo

  Role: Teaching Assistant
• Mathematical Analysis (MTH 431)

  2018
  University at Buffalo

  Role: Teaching Assistant

Interests

• Machine Learning
• Bioinformatics
• Network Science