About Me
I’m currently a PhD Student from the School of Computing Technologies at RMIT University under the supervision of Prof. Jeffrey Chan and Prof. Flora D. Salim. I’m also a student member of Australian Research Council (ARC) Centre of Excellence for Automated Decision-Making and Society (ADM+S). I started her PhD in 2021 and expected to finish in 2025, and I mainly work in the direction of Responsible AI in Spatial-Temporal Data Mining.
Before starting my PhD degree, I completed my Honours degree in Computer Science in the direction of Pervasive Mobile Computing, and I was a research intern in Microsoft Cortana Intelligence Institute after my Honours degree. Before that, I completed my Bachelor degree in the University of Melbourne in major of both Discrete Mathematics and Statistics and Computer Science.
Selected Publications
- Shao, Wei*, Yufan Kang*, Ziyan Peng, Xiao Xiao, Lei Wang, Yuhui Yang, Flora D. Salim, Spatio-temporal Early Prediction based on Multi-objective Reinforcement Learning. Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024.
- Kang, Yufan, Rongsheng Zhang, Wei Shao, Flora D. Salim, and Jeffrey Chan, 2024, July. Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems. In Proceedings of the Genetic and Evolutionary Computation Conference.
- Shao, Wei*, Ziyan Peng*, Yufan Kang*, Xiao Xiao, and Zhiling Jin. Early Spatiotemporal Event Prediction via Adaptive Controller and Spatiotemporal Embedding. In 2023 IEEE International Conference on Data Mining (ICDM), pp. 1307-1312. IEEE, 2023.
- Shao, Wei* & Zhiling, Jin* & Wang, Shuo & Kang, Yufan & Xiao, Xiao & Menouar, Hamid & Zhang, Zhaofeng & Zhang, Junshan & Salim, Flora. (2022). Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention. 2200-2207. 10.24963/ijcai.2022/306.
- Kang, Yufan, Mohammad Saiedur Rahaman, Yongli Ren, Mark Sanderson, Ryen W. White, and Flora D. Salim. App usage on-the-move: Context-and commute-aware next app prediction. Pervasive and Mobile Computing 87 (2022): 101704.