孫晶助理教授

孫晶博士

助理教授碩導

學校郵箱： krystalsun@cityu.edu.mo

辦公電話：(853)8590 2343

辦公地址：澳門城市大學(氹仔)何鴻燊樓S502室

學歷

2024　計算機科學博士, 新加坡南洋理工大學, 新加坡

2019　數學碩士, 澳門大學, 中國澳門

2017　應用統計學學士, 江蘇師範大學, 中國江蘇

現任

澳門城市大學數據科學學院助理教授

曾任教科目

Multi-agent system;

Probability and Statistics.

研究方向

Deep reinforcement learning,

Multi-agent reinforcement learning,

LLM as agent,

Combinational optimization (Vehicle routing problems),

Intelligent transportation.

研究及出版

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 40^th 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)

孫晶 助理教授