Computer Software and Theory.
Tensor/Matrix Decomposition: Parallel probabilistic temporal tensor factorization via ADMM, Tensor networks and deep learning;
Recommendation System: Movie rating prediction, Coupled tensor factorization;
Quantum Machine Learning
- Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu. Simple and efficient parallelization for probabilistic temporal tensor factorization. IJCNN 2017: 1-8
- Qianyu Jiang, Guangxi Li, Xiutao Shi, Bin Liu, Shijun Liu and Lei Wu. Integrating Supply and Demand Chains in Personalized Recommendation via Chain-coupled Tensor Factorization. Computer Supported Cooperative Work in Design, 2017