Junbo Li

Santa Cruz, CA, 95064

I’m currently a second-year Computer Sience & Engineering Ph.D. student at UC Santa Cruz. My recent work lies in computer vision and machine learning, especially in generative modeling and robustness.

Previously, I got my bachelor degree at School of Mathematical Sciences, Fudan University in June 2021. During which, I worked on reinforcement learning theory as a research intern supervised by Professor Zhaoran Wang and Zhuoran Yang.

news

Oct 25, 2022 One paper accepted by NeurIPS 2022 AI Safety Workshop.
Oct 25, 2022 Glad to be a reviewer for ICLR 2023, CVPR 2023.
Sep 14, 2022 One paper accepted by NeurIPS 2022 as the oral presentation.
Jul 8, 2022 One paper accepted by ECCV 2022.
Jun 10, 2022 Glad to be a reviewer for NeurIPS 2022.

selected publications

  1. ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers
    Li, Junbo, Zhang, Huan, and Xie, Cihang
    European Conference on Computer Vision 2022
  2. Exponential Family Model-Based Reinforcement Learning via Score Matching
    Li, Gene, Li, Junbo, Kabra, Anmol, Srebro, Nathan, Wang, Zhaoran, and Yang, Zhuoran
    Neural Information Processing Systems 2022 (Oral)