Curriculum Vitae
Education
University of Delaware
Ph.D. in Computer Science
Advisor: Prof. Guangmo Tong
Research Area: Generative AI, Deep Learning, Combinatorial Optimization, Graph Learning, Computer Vision
GPA: 3.97/4
Relevant Courses: Machine Learning, Artificial Intelligence, Algorithms, Computer Vision, Operating Systems.
Central South University
B.Sc. in Electrical Engineering
Advisor: Prof. Hui Liu
GPA: 92.45/100
Academic Experience
University of Delaware
Graduate Research Assistant – Computational Data Science Lab
Advisor: Prof. Guangmo Tong
Research Area: Vision-based graph property detection, Set function learning
Responsibilities: Developed a vision-based framework for graph property detection (Hamiltonian cycle, planarity, claw-freeness), achieving state-of-the-art performance vs. Graphormer. Published the first comprehensive survey on set function learning (ACM Computing Surveys).
University of Delaware
Teaching Assistant & Undergraduate Research Supervisor
Responsibilities: Led recitations and grading for CISC621 (Algorithm Design) and CISC320 (Introduction to Algorithms). Supervised undergraduate researchers in the Computational Data Science Lab.
Central South University
Research Assistant – Institute of Artificial Intelligence & Robotics
Advisor: Prof. Hui Liu
Research Area: Multi-objective optimization, Robot-driven manufacturing, Bioinformatics
Responsibilities: Applied multi-objective optimization to high-speed train head-shape design, achieving 15.6% air resistance reduction. Developed a clustering-based combinatorial auction for multi-robot task allocation (Recipient of Excellent Bachelor's Thesis Award). Contributed to Mendelian randomization studies on gut microbiome–COVID-19 causality (published in Frontiers in Immunology, Journal of Oral Rehabilitation).
Central South University
Research Assistant – Digital Prototype and Digital Twin Lab
Advisor: Prof. Bing Yi
Research Area: Topology optimization of high-speed train body structures
Responsibilities: Conducted structural topology optimization and lightweight design for high-speed train body structures. Co-filed a patent on related innovations.