何振梁(Zhenliang He)

I am an Assistant Professor in the Visual Information Processing and Learning (VIPL) research group at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). I received my Ph.D. from ICT, CAS in 2021, under the supervision of Prof. Shiguang Shan and close collaboration with Prof. Meina Kan and Prof. Xilin Chen. I received my B.E. from Beijing University of Posts and Telecommunications in 2015. My current research focuses on generative models and representation learning.

               hezhenliang@ict.ac.cn


Tutorial

Matrix Calculus (Matrix Derivative, 矩阵求导教程)

Zhenliang He

⮟ Abstract | Project

Selected Publications

See the full list on Google Scholar

CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation

Yifeng Xu, Zhenliang He, Shiguang Shan, Xilin Chen

  

⮟ Abstract | Paper | Project | ⮟ Bib

EigenGAN: Layer-Wise Eigen-Learning for GANs

Zhenliang He, Meina Kan, Shiguang Shan

  

⮟ Abstract | Paper | Proof | Video | TensorFlow (Official) | PyTorch | ⮟ Bib

AttGAN: Facial Attribute Editing by Only Changing What You Want

Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan*, Xilin Chen

  

⮟ Abstract | Paper | TensorFlow (Official) | PyTorch | PaddlePaddle | ⮟ Bib

S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals

Zhenliang He, Meina Kan, Shiguang Shan, Xilin Chen

⮟ Abstract | Paper | Video | ⮟ Bib

PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing

Zhenliang He, Meina Kan, Jichao Zhang, Shiguang Shan

  

⮟ Abstract | Paper | TensorFlow (Official) | ⮟ Bib

Image Style Disentangling for Instance-Level Facial Attribute Transfer

Xuyang Guo, Meina Kan*, Zhenliang He, Xingguang Song, Shiguang Shan

  

⮟ Abstract | Paper | PyTorch (Official) | ⮟ Bib

Education & Experience

  • 2023.04 - now, Assistant Professor in the Visual Information Processing and Learning (VIPL) research group at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS).
  • 2021.08 - 2023.03, Research Engineer at JD.com, Inc.
  • 2015.09 - 2021.06, Ph.D. student at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), under the supervision of Prof. Shiguang Shan. I also had close collaboration with Prof. Meina Kan and Prof. Xilin Chen.
  • 2011.09 - 2015.07, college student at Beijing University of Posts and Telecommunications.

Honors & Awards

  • Outstanding Doctoral Dissertation Nomination, CSIG, 2023
  • Outstanding Graduates Award of Beijing, ICT, CAS, 2021
  • Special Scholarship of ICT (highest award in ICT), ICT, CAS, 2019
  • Huawei Excellent Cooperation Award, 2017
  • Second Place Winner of MENPO Challenge in CVPR 2017
  • First Prize of Beijing Higher Mathematics Competition, 2012
  • National Scholarship (top 8 of 610 students), BUPT, 2012 & 2014