紫藤学者

   田晨曦，中共党员，博士，西北大学世界杯下单网站博士后。2025年获得西安电子科技大学工学博士学位，师从焦李成教授。主要研究领域为人工智能，机器学习，数据挖掘。研究工作发表在IEEE TPAMI、TNNLS、PR等人工智能领域顶刊，参与出版专著一本。研究方向：人工智能中的核心算法构建及理论研究。

联系方式：cxtian@nwu.edu.cn

代表性研究成果：

1. Tian C, Wu W, Jiao L, et al. DGNMF: Dynamic Diffusion Graph Nonnegative Matrix Factorization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2025.

2. Tian C, Wu W, Li L, et al. Spatial–Temporal Diffusion Model for Matrix Factorization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2025.

3. Tian C, Jiao L, Liu F, et al. Robust and Effective: A Deep Matrix Factorization Framework for Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 35(7): 9958-9969.

4. Tian C, Li L, Liu X, et al. Deep Semi-supervised Relation Preserving Learning Model[J]. Pattern Recognition, 2025: 112793.

5. Wu W, Tian C, Jiao L, et al. Physics-Informed Matrix Factorization Operator[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.