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Jia Zheng

Research Engineer
Manycore Tech Inc.
jiajia@qunhemail.com


About Me

I am currently an engineer and researcher at Manycore Tech Inc., where I work with Dr. Zihan Zhou. My research interests include computer vision and deep learning, especially in 3D vision.

I obtained my master’s degree from ShanghaiTech University (A newly established university in 2013) and University of Chinese Academy of Sciences. Before that, I received my bachelor’s degree from Northwestern Polytechnical University. I have also been very fortunate enough to work with Dr. Shenghua Gao and Dr. Yi Ma at ShanghaiTech University.

Publications

  1. AAAI
    From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach
    Xilin Wang*, Jia Zheng*, Yuanchao Hu, Hao Zhu, Yu Qian, Zihan Zhou
    AAAI Conference on Artificial Intelligence, 2025
    PDF Project Page

  2. ICCV
    PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs
    Wentao Hu*, Jia Zheng*, Zixin Zhang*, Xiaojun Yuan, Jian Yin, Zihan Zhou
    IEEE/CVF International Conference on Computer Vision, 2023
    PDF Code Project Page

  3. Preprint
    Deep Learning Assisted Optimization for 3D Reconstruction from Single 2D Line Drawings
    Jia Zheng, Yifan Zhu, Kehan Wang, Qiang Zou, Zihan Zhou
    arXiv preprint, 2022
    PDF Project Page

  4. PG
    MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis
    Haocheng Ren*, Hao Zhang*, Jia Zheng, Jiaxiang Zheng, Rui Tang, Yuchi Huo, Hujun Bao, Rui Wang
    Computer Graphics Forum (Speical Issue of Pacific Graphics), 2022
    PDF Project Page

  5. CVPR
    Neural Face Identification in a 2D Wireframe Projection of a Manifold Object
    Kehan Wang, Jia Zheng, Zihan Zhou
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
    PDF Code Project Page

  6. WACV
    Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image
    Cheng Yang*, Jia Zheng*, Xili Dai, Rui Tang, Yi Ma, Xiaojun Yuan
    IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
    PDF Code

  7. ECCV
    Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
    Jia Zheng*, Junfei Zhang*, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou
    European Conference on Computer Vision, 2020
    PDF Code Project Page

  8. CVPR
    PPGNet: Learning Point-Pair Graph for Line Segment Detection
    Ziheng Zhang*, Zhengxin Li*, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
    PDF Code

  9. CVPR
    Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding
    Zehao Yu*, Jia Zheng*, Dongze Lian, Zihan Zhou, Shenghua Gao
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
    PDF Code


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