Zheyuan Zhou

Zhejiang University Ph.D. student, Zhejiang University

I am currently pursuing my Ph.D. at Zhejiang University. Before that, I obtained my Master's degree at Fudan University in 2023. My research interests lie in Computer Vision and Machine Learning, with special emphasis on Generative AI and 3D Perception.
Google Scholar GitHub
Experience
  • Tencent

    Tencent

    Research Intern Sep. 2025 - Present

  • Huawei Noah's Ark Lab

    Huawei Noah's Ark Lab

    Research Intern Dec. 2021 - Dec. 2022

  • Baidu

    Baidu

    Research Intern Mar. 2021 - Nov. 2021

Honors & Awards
  • Outstanding Graduates, Shanghai 2023
  • Provincial Government Scholarship, Zhejiang 2020
Selected Publications (view all )
CAD-Judge: Toward Efficient Morphological Grading and Verification for Text-to-CAD Generation
CAD-Judge: Toward Efficient Morphological Grading and Verification for Text-to-CAD Generation

Zheyuan Zhou*, Jiayi Han*, Liang Du, Naiyu Fang, Lemiao Qiu, Shuyou Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2026 Oral

[Paper] [Code] [Website]

CAD-Judge: Toward Efficient Morphological Grading and Verification for Text-to-CAD Generation
CAD-Judge: Toward Efficient Morphological Grading and Verification for Text-to-CAD Generation

Zheyuan Zhou*, Jiayi Han*, Liang Du, Naiyu Fang, Lemiao Qiu, Shuyou Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2026 Oral

[Paper] [Code] [Website]

R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection

Zheyuan Zhou*, Le Wang*, Naiyu Fang, Zili Wang, Lemiao Qiu, Shuyou Zhang

European Conference on Computer Vision (ECCV) 2024

[Paper] [Code] [Website]

R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection

Zheyuan Zhou*, Le Wang*, Naiyu Fang, Zili Wang, Lemiao Qiu, Shuyou Zhang

European Conference on Computer Vision (ECCV) 2024

[Paper] [Code] [Website]

SGM3D: Stereo Guided Monocular 3D Object Detection
SGM3D: Stereo Guided Monocular 3D Object Detection

Zheyuan Zhou*, Liang Du*, Xiaoqing Ye*, Zhikang Zou, Xiao Tan, Li Zhang, Xiangyang Xue, Jianfeng Feng

IEEE Robotics and Automation Letters (RA-L) 2022

[Paper] [Code]

SGM3D: Stereo Guided Monocular 3D Object Detection
SGM3D: Stereo Guided Monocular 3D Object Detection

Zheyuan Zhou*, Liang Du*, Xiaoqing Ye*, Zhikang Zou, Xiao Tan, Li Zhang, Xiangyang Xue, Jianfeng Feng

IEEE Robotics and Automation Letters (RA-L) 2022

[Paper] [Code]

All publications