Assistant Professor Jing Sun


Dr. Jing Sun

Assistant Professor Master Supervisor 

 

Email: krystalsun@cityu.edu.mo 

Tel: (853)8590 2343 

Office address: Room S502, Stanley Ho Building, City University of Macau (Taipa) 

 

Educational qualifications 

2024 Doctor of Philosophy in Computer Science, Nanyang Technological University, Singapore 

2019 Master of Mathematics, University of Macau, Macau, China 

2017 Bachelor of Applied Statistics, Jiangsu Normal University, Jiangsu, China 

 

Incumbent 

Assistant Professor, Faculty of Data Science, City University of Macau 

 

Courses taught 

Multi-agent system 

Probability and Statistics 

 

Research direction, 

Deep reinforcement learning, 

Multi-agent reinforcement learning, 

LLM as agent, 

Combinational optimization (Vehicle routing problems), 

Intelligent transportation. 

Research and publishing 

Refereed Journal Articles 

  • Sun, J., Chen, S., Zhang, C., Ma, Y., & Zhang, J. (2024). Decision-Making With Speculative Opponent Models. IEEE Transactions on Neural Networks and Learning Systems. (IF: 10.451 )

  • Sun, J., Zhang, F., Lu, P., & Yee, J. (2021). Optimized modeling and opportunity cost analysis for overloaded interconnected dangerous goods in warehouse operations. Applied Mathematical Modelling, 90, 151-164. ( IF: 5.336) 

  • Zhang, C., Cao, Z., Wu, Y., Song, W., & Sun, J. (2024). Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem. In Proceedings of the 40th conference on uncertainty in artificial intelligence, (UAI 2024, CCF-B) 

  • Wu, Z., Zhang, F., Sun, J., Wang, W., & Tang, X. (2019). Novel parameterized utility function on dual hesitant fuzzy rough sets and its application in pattern recognition. Information, 10( 2), 71.(IF: 3.1) 

  • Li, J., Zhang, F., Li, Q., Sun, J., Yee, J., Wang, S., & Xiao, S. (2018). Novel parameterized distance measures on hesitant fuzzy sets with credibility degree and their application in decision-making. Symmetry, 10(11), 557. (IF: 2.7) 

  • Zhang, F., Li, J., Chen, J., Sun, J., & Attey, A. (2017). Hesitant distance set on hesitant fuzzy sets and its application in urban road traffic state identification. Engineering Applications of Artificial Intelligence, 61, 57-64. (IF: 8)