|
I am a second-year Prior to that, I received my M.Eng. from Shanghai Jiao Tong University (SJTU) in 2023, supervised by Prof. Xinyi Le and Prof. Yu Zheng, and my B.Eng. from the same university in 2020. I spent a wonderful time in Horizon Robotics and SenseTime as a research intern, mentored by Dr. Yuelong Yu and Mr. Kai Yang, respectively. My current research interest mainly lies in multi-modality vision for low-level vision, anomaly detection, few-shot learning, and industrial visual inspection.
CV /
Google Scholar
/
Github
|
|
|
[2024.09] One paper to appear in NeurIPS 2024 (Spotlight). |
|
*: Equal Contribution, †: Corresponding Author |
|
|
|
|
Zhiyuan You, Jinjin Gu, Zheyuan Li, Xin Cai, Kaiwen Zhu, Chao Dong†, Tianfan Xue† arXiv, 2024 paper / project page / code We introduce DepictQA-Wild, a multi-functional in-the-wild descriptive image quality assessment model. |
|
|
|
|
Xin Cai, Zhiyuan You, Hailong Zhang, Wentao Liu, Jinwei Gu, Tianfan Xue Neural Information Processing Systems (NeurIPS), 2024, Spotlight paper / project page We introduce PhoCoLens, a novel two-stage approach for consistent and photorealistic lensless image reconstruction. |
|
Zhiyuan You*, Zheyuan Li*, Jinjin Gu*, Zhenfei Yin, Tianfan Xue†, Chao Dong† European Conference on Computer Vision (ECCV), 2024 paper / project page / code We introduce DepictQA, leveraging Multi-modal Large Language Models, allowing for detailed, language-based, and human-like evaluation of image quality. |
|
Zhiyuan You, Kai Yang, Wenhan Luo, Xin Lu, Lei Cui, Xinyi Le† Winter Conference on Applications of Computer Vision (WACV), 2023, Early Accept paper / code / video We propose a novel SAFECount block, equipped with a similarity comparison module and a feature enhancement module for few-shot object counting. |
|
Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le† Neural Information Processing Systems (NeurIPS), 2022, Spotlight paper / code We present UniAD that accomplishes anomaly detection for multiple classes with a unified framework. |
|
Zhiyuan You, Kai Yang, Wenhan Luo, Lei Cui, Yu Zheng, Xinyi Le† International Conference on Neural Information Processing (ICONIP), 2022, Oral paper We propose ADTR to apply a transformer to reconstruct pre-trained features for anomaly detection, and propose novel losses to extend ADTR to anomaly-available case (both image-level & pixel-level labeled). |
|
|
|
|
Jie Liu*, Yinmin Zhang*, Chuming Li, Zhiyuan You, Zhanhui Zhou, Chao Yang, Yaodong Yang†, Yu Liu, Wanli Ouyang Transactions on Machine Learning Research (TMLR), 2024 paper We release MaskMA, a masked pretraining framework for multi-agent decision-making. |
|
Liyang Chen, Zhiyuan You, Nian Zhang, Juntong Xi, Xinyi Le† Neural Networks (NN), 2022 paper / code We introduce UTRAD, a U-TRansformer based Anomaly Detection framework. |
|
Zhiyuan You, Junzheng Li, Hongcheng Zhang, Bo Yang, Xinyi Le† Complex & Intelligent Systems (CAIS), 2021 paper / code My undergraduate thesis and my first first-author paper. We propose a novel star identification approach based on spectral graph matching. |
|
|
|
Ph.D. Student at Multimedia Laboratory (MMLab) @ The Chinese University of Hong Kong
Aug. 2023 - Current Advisor: Prof. Chao Dong and Prof. Tianfan Xue |
|
M.Eng. with Honor in Mechanical Engineering @ Shanghai Jiao Tong University
Sep. 2020 - Mar. 2023 GPA: 3.76 / 4.0 Advisor: Prof. Xinyi Le and Prof. Yu Zheng |
|
B.Eng. with Honor in Mechanical Engineering @ Shanghai Jiao Tong University
Sep. 2016 - Jun. 2020 GPA: 89.36 / 100, Ranking: 5 / 148 Advisor: Prof. Xinyi Le |
|
|
|
Horizon Robotics
Research Intern Shanghai, China Dec. 2022 - Mar. 2023 Mentor: Dr. Yuelong Yu Perception Algorithm for Autonomous Driving |
|
SenseTime
Research Intern Shanghai, China Dec. 2020 - Nov. 2022 Mentor: Mr. Kai Yang Anomaly Detection & Few-Shot Learning |
|
International Journal of Computer Vision (IJCV)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, 2025 |
|
[2023.03] Excellent Master Dissertation |
|
Template from JonBarron |