Hi, I'm Lilin (Damon) Yu

PhD researcher, software builder, and occasional overconfident archer 🏹

Working on HPC + NLP + Semantic Web + Knowledge Graphs
at EPCC, University of Edinburgh

About me

  • πŸ”­ I’m currently a PhD researcher at EPCC, University of Edinburgh (transferred from St Andrews in Aug 2024).
  • 🧠 I work on large-scale analysis of digitised historical texts: post-OCR correction, geoparsing, temporal-spatial analysis, and knowledge graph construction.
  • 🌍 Language mode: Chinese (native), English (professional), Cantonese (intermediate).
  • πŸ’¬ Ask me about historical text mining, knowledge graphs, RDF/SPARQL/GeoSPARQL, or building research data platforms.

Education

  • PhD in HPC, Computational & Data Science, Software Engineering - University of Edinburgh (EPCC), Sep 2024 - now
  • PhD in Computer Science - University of St Andrews, Jan 2023 - Aug 2024
  • MSc in Software Engineering - University of St Andrews, Sep 2021 - Sep 2022
  • BEng in Computer Science and Technology - Huaqiao University, Sep 2016 - Jun 2020

Publications (Selected)

  • Mapping Change: A Temporal and Semantic Knowledge Base of Scottish Gazetteers - ESWC 2026
  • Frances++: LLM-Based Semantic Enrichment and Spatial Graphs for Digitized Historical Collections - IEEE eScience 2025
  • ImpactLens: Using AI and Data to Communicate Research Impact Effectively - IEEE eScience 2025
  • Advancing frances: New heritage textual ontology, enhanced knowledge graphs, and refined search capabilities - IEEE eScience 2024 (Best Paper Candidate)
  • frances: Cloud-Based Historical Text Mining with Deep Learning and Parallel Processing - IEEE eScience 2024 (Best PhD Paper Candidate)

Skills

  • Programming: Python, Java, C++, JavaScript
  • Knowledge Graph & Semantic Web: RDF, SPARQL, GeoSPARQL, ontology modelling
  • Distributed & Data Systems: Apache Spark, Elasticsearch, PostgreSQL, MySQL, Fuseki, Qlever
  • Backend & Web: FastAPI, Flask, React
  • Tools: Docker, Git, Gradle, Figma

Beyond Research

I enjoy: 🏹 🎾 πŸ“ 🏸 ⛸️ 🎿

πŸ“« How to reach me

let email = "l.yu-40@sms.ed.ac.uk"
let github = "github.com/DamonYu97"
let instagram = "damon_yu_97"

⚑ Fun fact: It is always going to rain 🌧️ when I go outside, because I am YuLilin (ι›¨ι‡Œζ·‹)