Zizhao Hu

PhD student at USC/ISI.

prof_pic.png

Salvatori Computer Science Center (SAL)

941 Bloom Walk

Los Angeles, CA 90089

My research interests include Generative Modeling (Diffusion Model, Consistency Model, GAN, VAE, etc..), Multimodal Learning, Meta-learning, and Life-long Learning. My current projects are related to new generative learning schemes with better temporal understanding, aiming to bridge the gap between AI and human intelligence.

My long-term goal is to develop AGI, which will help solve theoretical physics, neural science, aging & cancer, controllable fusion energy, and reform social systems etc..

My purpose of life is to extend human existence and improve our understanding of the physics of universe, through developing superior artificial intelligence.

news

Dec 16, 1997 First announcement. Future updates will be posted here.

selected publications

  1. Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net
    Zizhao Hu, Shaochong Jia, and Mohammad Rostami
    arXiv preprint arXiv:2311.16488, 2023
  2. Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization
    Zizhao Hu, and Mohammad Rostami
    arXiv preprint arXiv:2310.03898, 2023