T. Hu, Q. Guo, Z. Li, X. Shen and H. Sun*, "Distribution-Free Probability Density Forecast Through Deep Neural Networks," in IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 2, pp. 612-625, Feb. 2020..

T. Hu, Q. Guo, X. Shen, H. Sun*, R. Wu and H. Xi, "Utilizing Unlabeled Data to Detect Electricity Fraud in AMI: A Semisupervised Deep Learning Approach," in IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 11, pp. 3287-3299, Nov. 2019..

T. Hu, Q. Guo, H. Sun*, T. Huang and J. Lan, "Non-Technical Losses Detection through Coordinated BiWGAN and SVDD," in IEEE Transactions on Neural Networks and Learning Systems..

T. Hu, W. Wu, Q. Guo, H. Sun*, L. Shi and X. Shen, "Very Short-Term Spatial and Temporal Wind Power Forecasting: a Deep Learning Approach," in CSEE Journal of Power and Energy Systems, vol. 6, no. 2, pp. 434-443, June 2020..

胡天宇,郭庆来,孙宏斌*.基于堆叠去相关自编码器和支持向量机的窃电检测[J].电力系统自动化,2019,43(1) :119-125..

参与国家重点研发计划一项，南方电网科技项目两项。,