I am an AI Engineer working on multi-modal learning and digital human generation, with a focus on speech-driven facial generation, digital human synthesis, and AIGC generation & understanding. I have strong experience in Diffusion Models, Flow Matching , DiT, VQ-VAE/GAN, ControlNet, LoRA, IP-Adapter, Stable Diffusion, FLUX and so on.

Previously, I worked at Xiaobing, where I developed digital human and talking-face generation systems, also contributed to real-time avatar rendering.

I also worked as an Algorithm Engineer at Orbbec and Moqi, companies focusing on 3D sensing and biometrics.

I received my Master’s degree from the School of Computer Science, Northwestern Polytechnical University (NWPU), Xi’an, China, under the supervision of Prof. WeiWei and Prof. ZhangLei.

I received my Bachelor’s degree in the school of computer science, NorthWestern Polytechnical University(NWPU), Xi’an, China.

Publications

1. Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning. \(\textbf{Zhang Jinyang}\), Wei Wei, Zhang Lei, et al. IEEE International Geoscience and Remote Sensing Symposium(IGARSS). IEEE, 2019: 2722-2725.
2. Learning Discriminative Compact Representation for Hyperspectral Imagery Classification. Zhang Lei, \(\textbf{Zhang Jinyang}\), Wei Wei, et al. IEEE Transactions on Geoscience and Remote Sensing(TGRS), 2019, 57(10): 8276-8289.
3. Deep cube-pair network for hyperspectral imagery classification. Wei Wei, \(\textbf{Zhang Jinyang}\), Zhang Lei, et al. Remote Sensing, 2018, 10(5): 783.
4. Data-specific Activation Function Learning for Hyperspectral Image Classification. Yu Li, Wei Wei, \(\textbf{Zhang Jinyang}\), Lei Zhang, et al. International Conference on Orange Technology (ICOT), 2019
5. Fast-convergent fully connected deep learning model using constrained nodes input. Chen Ding,Ying Li,Lei Zhang,\(\textbf{Jinyang Zhang}\),Lu Yang, et al. Neural Processing Letters, 2019, 49(3): 995-1005.
6. Boosting Hyperspectral Image Classification With Unsupervised Feature Learning. Wei Wei, Songzheng Xu, Lei Zhang, \(\textbf{Zhang Jinyang}\), Yanning Zhang. IEEE Transactions on Geoscience and Remote Sensing(TGRS), 2021, 0196-2892

Honors and Awards

• Outstanding Graduate Student of 2020, School of Computer Science, Northwestern Polytechnical University

For more info

More information can be found in my CV.