Peining Zhang

Computer Science Ph.D. student, University of Connecticut

prof_pic.jpg
Email: peining.zhang@uconn.edu [CV]

I am a 3rd-year Ph.D. student in the Computer Science and Engineering department of the University of Connecticut, advised by Prof. Jinbo Bi.

From 2021 to 2023, I worked as a Machine Learning Engineer at Kuaishou Co. in the group of personalized ads marketing.

Before that, I obtained a master’s degree of science in computer science from Rutgers University in 2021. I received my bachelor’s degree from the University of Science and Technology of China (USTC), advised by Prof. Linli Xu.

During my undergraduate and master’s studies, I worked on generative models for NLP. I later gained practical experience in data mining and recommendation systems through industry research.

My current research focuses on 3D generative models and drug discovery.

news

No news so far...

selected publications

  1. veda.png
    VEDA: Generation of 3D Molecules via Variance-Exploding Diffusion with Annealing
    Peining Zhang, Jinbo Bi, and Minghu Song
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2026
    Oral
  2. survey-sbdd.png
    Unraveling the Potential of Diffusion Models in Small Molecule Generation
    Peining Zhang, Daniel Baker, Minghu Song, and 1 more author
    Drug Discovery Today, 2025