CV

Haonan Yuan is a final-month Ph.D. candidate in the School of Computer Science and Engineering at Beihang University, advised by Prof. Jianxin Li and Prof. Qingyun Sun, and is also affiliated with Shen Yuan Honors College. Prior to this, he received his B.Eng. degree in Software Engineering from the University of Electronic Science and Technology of China. His research explores graph machine learning, graph foundation models, and graph-oriented LLMs and agents, with applications to social network analysis, cybersecurity, and other real-world scenarios. He has published papers in leading international venues, including TPAMI, ICML, NeurIPS, ICLR, WWW, and AAAI.

Education

Beihang University, 2022.09 - 2026.06

  • Ph.D. in Computer Software and Theory
  • School of Computer Science and Engineering; Shen Yuan Honors College
  • Advisors: Prof. Jianxin Li and Prof. Qingyun Sun
  • Program: Top-notch Training Program for Basic Disciplines, MoE
  • Thesis: Research on Graph Representation Learning for Open-World Dynamic Environments

University of Electronic Science and Technology of China, 2018.09 - 2022.06

  • B.Eng. in Software Engineering
  • Program: Excellent Engineer Education and Training Program, MoE
  • Thesis: A Study on Topology-Imbalance GNN Node Semi-Supervised Classification Algorithm

Research Projects

NSFC Basic Research Program for Young Students, 2024.05 - Present

  • Research on the General Graph Foundation Model for Complex Graph Data
  • Principal Investigator

Beihang Academic Excellence Foundation, 2025.05 - 2026.05

  • Robust Representation Learning on Dynamic Graphs
  • Principal Investigator

NSFC Joint Funds Key Program, 2025.11 - Present

  • Methods of Critical Structure Detection and Long-term Sequence Prediction for Behavior Big Data in Cyberspace
  • Core Member

PyGFM Open-Source Project, 2025.10 - Present

  • Full-Stack Toolkit for Graph Foundation Models
  • Student Lead

Honors and Awards

  • Shen Yuan Medal (the highest student honor, 10 students each year), 2025.12
  • National Scholarship for Doctoral Students, Ministry of Education, 2025.12
  • First Prize, China Youth Science and Technology Innovation Challenge, National Final, 2025.12
  • ICLR 2025 Spotlight Paper (Top 3.26%), 2025.05
  • AAAI 2025 Student Scholarship (200 students worldwide), 2025.03
  • WWW 2023 Spotlight Paper (the only Spotlight Paper in Graph Track), 2023.05
  • CIKM 2022 Best Paper Nomination Award (6/1180), 2022.09
  • Doctoral Freshman Scholarship, Beihang University, 2022.09

Academic Services

  • President, CCF Beihang Student Chapter, 2024.05 - 2026.05
  • President-elect, CCF Beihang Student Chapter, 2022.12 - 2024.05
  • Executive Committee Member, ACM China Chengdu Chapter, 2020.09 - 2022.06
  • Area Chair: ICLR, IJCNN
  • Conference Reviewer: ICML, NeurIPS, ICLR, KDD, WWW, AAAI, IJCAI, ACM MM, ICASSP
  • Journal Reviewer: IEEE TKDE, IEEE TNNLS, IEEE TIST