Sirui's Homepage

Affiliations University of California, San Diego

sirui_pic.jpg

9500 Gilman Dr

La Jolla, CA 92093, USA

I am a CSE master student at UCSD, doing research in the field of Computer Graphics and HCAI. I am interested in the general problem of better enabling creative professionals to use AI tools. Some specific topics I am currently working on include:

  • Inverse rendering prior. (CG)
  • Physically-based real/ fake detector. (CG)
  • Physically-based generative/ prediction model. (CG)
  • Leveraging contextual information to improve the performance of AI models in creative tasks. (HCAI)
  • Developing new Gen AI interface to facilitate the convergence in the collaborative design setting. (HCAI)

selected publications

  1. physion.gif
    Physion: Evaluating Physical Prediction from Vision in Humans and Machines
    Daniel Bear , Elias Wang , Damian Mrowca , Felix Binder , Hsiao-Yu Tung , Pramod RT , Cameron Holdaway , Sirui Tao, Kevin Smith , Fan-Yun Sun , Fei-Fei Li , Nancy Kanwisher , Josh Tenenbaum , Dan Yamins , and Judith Fan
    In Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , 2021
  2. physion++.gif
    Physion++: Evaluating Physical Scene Understanding with Objects Consisting of Different Physical Attributes in Humans and Machines
    Hsiao-Yu Tung , Mingyu Ding , Zhenfang Chen , Sirui Tao, Vedang Lad , Daniel Bear , Chuang Gan , Josh Tenenbaum , Daniel Yamins , Judith Fan , and  others
    In Proceedings of the Annual Meeting of the Cognitive Science Society , 2023