Sirui's Homepage
Affiliations University of California, San Diego
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
- Physion: Evaluating Physical Prediction from Vision in Humans and MachinesIn Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , 2021
- Physion++: Evaluating Physical Scene Understanding with Objects Consisting of Different Physical Attributes in Humans and MachinesIn Proceedings of the Annual Meeting of the Cognitive Science Society , 2023