About Me

I am currently working with the School of Computing and Artificail Intelligence, Southwest Jiaotong University, Chengdu, China. I received the Ph.D. degree (advised by Prof. Ting-Zhu Huang and Prof. Xi-Le Zhao from the School of Mathematical Sciences, University of Electronic Science and Technology of China at 2024.12. My current interests include intelligent tensor representation and foundations, efficient algorithm designing, AI for life-science.

E-mail: aronzhangfy@163.com 学校主页: https://faculty.swjtu.edu.cn/zhanghao001

Self-motivated students are welcome to join my research group. Please feel free to contact me.

Experiences

2026.01-Current Assistant Professor, School of Computing and Artificail Intelligence, Southwest Jiaotong University, Co-Supervisor: Prof. Jiashu Zhang
2021.09 — 2025.12 PhD student，School of Mathematical Sciences, University of Electronic Science and Technology of China, Mathematics, Supervisor: Prof. Ting-Zhu Huang
2018.09 — 2021.07 Master student, School of Mathematical Sciences, University of Electronic Science and Technology of China, Mathematics, Supervisor: Prof. Xi-Le Zhao
2014.09—2018.07 Undergraduate student, College of Science, Sichuan Agricultural University, Information and Computing Science

Hao Zhang, Xi-Le Zhao^*, Tai-Xiang Jiang, Michael K. Ng, Ting-Zhu Huang, "Multiscale Feature Tensor Train Rank Minimization for Multidimensional Image Recovery", IEEE Transactions on Cybernetics, 2022, 52(12): 13395-13410 [PDF]
Hao Zhang, Ting-Zhu Huang^*, Xi-Le Zhao^*, Wei He, Jae Kyu Choi, Yu-Bang Zheng, "Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain", IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: Art. no. 5502313 [PDF]
Hao Zhang, Ting-Zhu Huang^*, Xi-Le Zhao^*, Shuqin Zhang, Jin-Yu Xie, Tai-Xiang Jiang, Michael K. Ng, "Learnable Transform-Assisted Tensor Decomposition for Spatio-Irregular Multidimensional Data Recovery", ACM Transactions on Knowledge Discovery from Data, 2025, 19(1): Art. no. 1-23 [PDF]
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Lu-Bin Cui, Michael K. Ng, "Slice-Wise Irregular Tensor Decomposition and Its Application", Journal of Scientific Computing, 2025, 104: 48 [PDF]
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao^*, Maolin Che, "A Fast Algorithm for Rank-(L, M, N) Block Term Decomposition of Multi-Dimensional Data", Journal of Scientific Computing, 2024, 101: 16 [PDF]
Jin-Yu Xie, Hao Zhang^*, Xi-Le Zhao, Yi-Si Luo, "IRTF: A New Tensor Factorization for Irregular Multidimensional Data Recovery", Knowledge-Based Systems, 2025, 33: 114372 [PDF]