Curriculum Vitae

Education

Ph.D., School of Electronic and Information Engineering, Beihang University, September 2019 - June 2025
- Rank 1/319
- Graduate Student National Scholarship, twice
- Outstanding Student of Beihang University
Bachelor’s Degree with Honors, Shenyuan Honors College, Beihang University, September 2015 - June 2019
- Rank 9/50
- Beijing Outstanding Graduate
- Star of Academic Excellence

August 2025 - Present: Postdoctoral Research Fellow
- Nanyang Technological University, Singapore
May 2023 - May 2024: Visiting Scholar
- Victoria University of Wellington, New Zealand
February 2017 - March 2017: Visiting Scholar
- Arizona State University, USA

Guo, T., Mei, Y., Zhang, M., Zhao, H., Cai, K., and Du, W. Learning-aided neighborhood search for vehicle routing problems. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
Guo, T., Mei, Y., Zhang, M., Ding, H., and Du, W. Multitree genetic programming with behavioral semantics for large-scale dynamic air traffic flow management. IEEE Transactions on Evolutionary Computation, 2026.
Guo, T., Mei, Y., Zhang, M., Tang, K., Cai, K., and Du, W. Enhanced evolution of parallel algorithm portfolio for vehicle routing problem via transfer optimization. IEEE Transactions on Evolutionary Computation, 2025.
Guo, T., Mei, Y., Du, W., Lv, Y., Li, Y., and Song, T. Emergency scheduling of aerial vehicles via graph neural neighborhood search. IEEE Transactions on Artificial Intelligence, 2025.
Guo, T., Chen, C., and Ong, Y. S. Automated large-scale CVRP solver design via LLM-assisted flexible MCTS. arXiv preprint, 2026.

Doctoral Program of the Youth Talent Support Project, China Association for Science and Technology, 2024
Second Prize of the Science and Technology Progress Award, China Intelligent Transportation Association, 2023 and 2025
National Grand Prize, China Youth Science and Technology Innovation Challenge and Competition, 2025
National Scholarship, Ministry of Education of China, 2020 and 2024
High-Impact Paper Award, Chinese Journal of Aeronautics, 2024
Beijing Outstanding Graduate, 2019 and 2025

Editorial Service
- Associate Editor, Complex & Intelligent Systems
- Assistant Editor-in-Chief, Journal of Transportation Information and Safety
Program Committee
- IEEE IJCNN, IEEE CEC, IEEE WCCI, IEEE SSCI, PPSN, ACM GECCO
Reviewer
- IEEE TEVC, IEEE TNNLS, IEEE TITS, IEEE TAI, IEEE Intelligent Transportation Systems Magazine
- Knowledge-Based Systems, Expert Systems with Applications, Information Sciences, Applied Soft Computing, Swarm and Evolutionary Computation, Transportation Research Part C, Neurocomputing