I am a Ph.D. student at the Artificial Intelligence Research Institute of Shanghai Jiao Tong University (SJTU). I am pursuing my Ph.D. degree in the Vision and Learning Group, supervised by Prof. Chao Ma. I have also worked with Dr. Jiankang Deng and Prof. Yichao Yan. Currently, I am focusing on face modeling and generation (e.g., efficient geometry estimation and photorealistic texture modeling), with a special interest in generative AI and avatar creation.

Prior that, I worked at Hytera Communication Cooperation for a year in 2017. I received a bachelor degree from Harbin Institute of Technology (HIT) in 2016.

🔥 News

  • 2024.07: 🎉 One paper is accepted by ECCV 2024 !!
  • 2024.02: 🎉 Two papers are accepted by CVPR 2024 !!

📝 Publications

Preprint
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High-Fidelity Facial Albedo Estimation via Texture Quantization
Zimin Ran, Xingyu Ren, Xiang An, Kaicheng Yang, Xiangzi Dai, Ziyong Feng, Jia Guo, Linchao Zhu, Jiankang Deng

Project, Arxiv

ECCV 2024
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Topo4D: Topology-Preserving Gaussian Splatting for High-Fidelity 4D Head Capture
Xuanchen Li*, Yuhao Cheng*, Xingyu Ren, Haozhe Jia, Di Xu, Wenhan Zhu, Yichao Yan * Equal Contribution

Project, Arxiv

CVPR 2024
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Monocular Identity-Conditioned Facial Reflectance Reconstruction
Xingyu Ren, Jiankang Deng, Yuhao Cheng, Jia Guo, Chao Ma, Yichao Yan, Wenhan Zhu, Xiaokang Yang

Project, Code, Video, Poster, PPT

CVPR 2024
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3D-Aware Face Editing via Warping-Guided Latent Direction Learning
Yuhao Cheng, Zhuo Chen, Xingyu Ren, Wenhan Zhu, Zhengqin Xu, Di Xu, changpeng yang, Yichao Yan

Project

CVPR 2023
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Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues
Xingyu Ren, Jiankang Deng, Chao Ma, Yichao Yan, Xiaokang Yang

Project, Video, Poster, PPT

  • This work is recommended as CVPR highlight !!
FG 2023
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Facial Geometric Detail Recovery via Implicit Representation
Xingyu Ren, Alexandros Lattas, Baris Gecer, Jiankang Deng, Chao Ma, Xiaokang Yang, Stefanos Zafeiriou

Project, Arxiv, Video, PPT

📖 Educations

  • 2020.09 - Now, Doctor, Shanghai Jiao Tong Univeristy, Shanghai.
  • 2018.09 - 2020.08, Master, Shanghai Jiao Tong Univeristy, Shanghai.
  • 2012.09 - 2016.06, Undergraduate, Harbin Institute of Technology, Harbin.

💬 Invited Talks

  • 2023.04, CVPR 2023 seminar | [Video]

💻 Internships

  • Cyberverse Lab, Huawei CBG, Shanghai.

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