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Zeyu Wang

PhD in Computer Science and Engineering

UC Santa Cruz

I am a 3rd-year PhD student at UC Santa Cruz, supervised by Prof. Cihang Xie. Before this, I received my M.S. degree at Institute of Computing Technology, Chinese Academy of Science in 2021, and my B.E. degree at Central South University in 2018. I have also spent wonderful times at QCraft and Megvii (Face++).

My research interest lies in the intersection of computer vision and machine learning.

Education

  • PhD in Computer Science and Engineering, 2021 - Now

    UC Santa Cruz

  • MS in Computer Science, 2018 - 2021

    Institute of Computing Technology, Chinese Academy of Science

  • BE in Automation, 2014 - 2018

    Central South University

Publications

Revisiting Adversarial Training at Scale

Zeyu Wang*, Xianhang Li*, Hongru Zhu, Cihang Xie
January 2024 arXiv preprint. * denotes equal contribution
PDF Code

Rejuvenating image-GPT as Strong Visual Representation Learners

Sucheng Ren*, Zeyu Wang*, Hongru Zhu, Junfei Xiao, Alan Yuille, Cihang Xie
December 2023 arXiv preprint. * denotes equal contribution
PDF Code

DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation

Zeyu Wang*, Dingwen Li*, Chenxu Luo, Cihang Xie, Xiaodong Yang
September 2023 ICCV2023. * denotes equal contribution
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An Inverse Scaling Law for CLIP Training

Xianhang Li*, Zeyu Wang*, Cihang Xie
May 2023 NeurIPS2023. * denotes equal contribution
PDF Code

On the Adversarial Robustness of Camera-based 3D Object Detection

Shaoyuan Xie, Zichao Li, Zeyu Wang, Cihang Xie
January 2023 TMLR
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Bag of tricks for FGSM adversarial training

Zichao Li, Li Liu, Zeyu Wang, Yuyin Zhou, Cihang Xie
September 2022 arXiv preprint
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Masked Autoencoders Enable Efficient Knowledge Distillers

Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie
August 2022 CVPR2023
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Can CNNs Be More Robust Than Transformers?

Zeyu Wang, Yutong Bai, Yuyin Zhou, Cihang Xie
June 2022 ICLR2023
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Siamfc++: Towards robust and accurate visual tracking with target estimation guidelines

Yinda Xu*, Zeyu Wang*, Zuoxin Li, Ye Yuan, Gang Yu
November 2019 AAAI2023. * denotes equal contribution
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Services

Teaching Assistant

  • UC Santa Cruz - CSE164 (Computer Vision), Spring 2022
  • UC Santa Cruz - California State Summer School for Mathematics and Science (COSMOS), Summer 2023
  • UC Santa Cruz - CSE144 (Applied Machine Learning), Fall 2023

Reviewer

  • AAAI 2022, NeuRIPS 2022-2023, ICLR2023-2024, CVPR2023-2024, ICML2023, ICCV2023, WACV2024, TPAMI, TCSVT