About Me


I am currently working with the School of Computing and Artificial 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 computing for big data, high-performance algorithm design, and collaborative inference of large models.

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 Artificial 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


Selected Papers


  • Hao Zhang, Xi-Le Zhao*, Junjun Pan, Kai-Wen Guo, Jiashu Zhang, "Collaborative Block-Term Tensor Decomposition and Its Application to Image Processing", IEEE Transactions on Signal Processing, 2026, 74: 2724-2739 [PDF]

  • 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]


Grant


  • 国家自然科学基金青年项目（C类），12501649，主持

  • 中国博士后科学基金面上项目，2025M783138，主持

  • 四川省自然科学基金青年项目（B类），2026NSFSC0782，主持


Awards and Honors


  • Outstanding Student of UESTC (成电杰出学生)，2024

  • Outstanding Graduate Student of Sichuan Province (四川省优秀毕业生)，2025

  • National Scholarship for Graduate Students (国家奖学金)，2020，2024

  • UESTC First-Class Academic Scholarship (学业一等奖学金)，2020，2022，2024

  • UESTC Academic Rookie (学术新秀)，2023