单位
清华大学深圳国际研究生院
教育背景
- 2022-2025，硕士，清华大学，深圳国际研究生院，数据科学和信息技术专业
- 2018-2022，本科，上海交通大学，密西根学院，电子与计算机工程专业
研究兴趣
因果涌现，信息论，复杂系统多尺度建模，城市科学，人工智能与复杂系统
学术论文
- Zhang, J., Tao, R., Leong, K. H., Yang, M., & Yuan, B. (2024). Dynamical Reversibility and A New Theory of Causal Emergence based on SVD. arXiv preprint arXiv:2402.15054.
- Leong, K. H., Xiu, Y., Chen, B., & Chan, W. K. (2023). Neural Causal Information Extractor for Unobserved Causes. Entropy, 26(1).
- Xiu, Y., Liu, W., Leong, K. H., Ren, X., Zhao, F., Chen, B., & Chan, W. K. V. (2023, September). An ensemble link prediction framework with AUC-guided leaderboard probing for volunteer collaboration prediction challenge. In 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) (pp. 1-6). IEEE.
- Yang, C. Y., Leong, K. H., Cao, K., Yang, M., & Chan, W. K. V. (2025). Public Access Defibrillator Deployment for Cardiac Arrests: A Learn-Then-Optimize Approach with SHAP-based Interpretable Analytics. arXiv preprint arXiv:2501.00819.
导师及合作者
陈伟坚，张江，袁冰，杨明哲，陶如意