Shaoyuan Xie

I am a first-year Ph.D. student in the Donald Bren School of Information and Computer Sciences at University of California, Irvine advised by Prof. Alfred Chen. I received my B.Eng. degree in Automation at Huazhong University of Science and Technology.

I am honored to work as a research intern with Prof. Cihang Xie in CCVL at Johns Hopkins University & VLAA at UC, Santa Cruz, Prof. Ziwei Liu at Nanyang Technological University and I also spent time at OpenMMLab at Shanghai AI Lab.

Email  /  CV  /  Google Scholar  /  Twitter  /  Github

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News
  • [12/2023] - One paper is accepted by TMLR.
  • [09/2023] - One paper is accepted by NeurIPS 2023.


Research

My research focuses on computer vision and machine learning.


Benchmarking Out-of-Distribution Depth Estimation under Corruptions
Lingdong Kong, Shaoyuan Xie, Hanjiang Hu, Benoit Cottereau, Lai Xing Ng, Wei Tsang Ooi
NeurIPS, 2023 & CVPRW, 2023

paper  /  code  /  project

RoboBEV: Towards Robust Bird's Eye View Perception under Corruptions
Shaoyuan Xie, Lingdong Kong, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu
ICLRW, 2023

paper  /  code  /  project

On the Adversarial Robustness of Camera-based 3D Object Detection
Shaoyuan Xie, Zichao Li, Zeyu Wang, Cihang Xie
Transactions on Machine Learning Research (TMLR), 2023

paper  /  code

Experience
  • Research Intern, OpenMMLab, June 2023-Aug 2023.
  • Research Assistant, NTU, Dec 2022-Jun 2023.
  • Research Intern, JHU & UCSC, Summer 2022.
  • Research Assistant, HUST, 2021-2023.


Honors and Awards
  • Dean's Fellowship, UC Irvine, 2023.
  • Honours Degrees, HUST (Top 3%), 2023.
  • National Scholarship, (Top 0.2% national-wide), 2020 and 2021.
  • Outstanding Undergraduate Student, HUST (Top 1%), 2020.
  • Merit Student, HUST (Top 7%), 2020 and 2021.


Misc
  • Conference Reviewer: CVPR, IEEE S&P, ACM CCS
  • Journal Reviewer: ISPRS J. Photogramm. Remote Sens



Stolen from Jon Barron