Scholar
Fei Liu
Google Scholar ID: wS0G_qQAAAAJ
City University of Hong Kong
Citations & Impact
Citations
1,107
H-index
15
i10-index
20
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - ICML 2024: Evolution of Heuristics: Towards Efficient Automatic Algorithm Design using Large Language Model
- - IJCAI 2024: Prompt Learning for Generalized Vehicle Routing
- - TEVC 2023: Machine Learning Assisted Multiobjective Evolutionary Algorithm for Routing and Packing
- Awards:
- - 2025.01: IEEE FLAME Competition 2024 Second Price (only one)
- - 2024.08: IEEE HK CI Postgraduate Student Research Paper Competition 2024 Champion
- - 2021.03: Gold Award, EMO 2021 HUAWEI Logistic Competition
- - 2020.03: Outstanding master’s thesis, CSAA
Research Experience
- Postdoc at Department of Computer Science, City University of Hong Kong, in Prof. Qingfu Zhang’s Group
- 2024.03, Visiting Scholar, SusTech, China
- 2016.01 - 2016.07, Visiting Student, UPM, Spain
Education
- 2020.09 - 2025.02, PhD, City University of Hong Kong, Supervisor: Prof. Qingfu Zhang
- 2017.09 - 2020.06, Master, Northwestern Polytechnical University, Supervisor: Prof. Zhonghua Han
- 2013.09 - 2017.07, Undergraduate, Northwestern Polytechnical University
Background
- Research interests include automatic algorithm design, artificial intelligence, optimization algorithms, and their applications on real-world problems.
Miscellany
- Projects:
- - LLM4AD: A Platform on Algorithm Design with Large Language Model
- - EoH: Evolution of Heuristics
- - LLM4Opt: A Collection of LLM for Optimization
