Leyi Wu

Leyi Wu

HKUST(GZ)

I’m a third-year undergraduate student at HKUST(GZ), majoring in Artificial Intelligence. I’m also a member of Envision Lab, with privilege of working closely with Dongyu Yan, Tianshuo Xu, Zhifei Chen and under the guidance of Prof.Ying-Cong Chen. Now I work in Knowin.ai as an intern, more focusing on Embodied AI. My research interests mainly focus on generative models including 3D generation, texture generation, video generation and Embodied AI.

🔥 News

📝 Publications

Arxiv
sym

STANCE: Motion-Coherent Video Generation via Sparse-to-Dense Anchored Encoding

Zhifei Chen$^{\star}$, Tianshuo Xu$^{\star}$, Leyi Wu$^{\star}$, Luozhou Wang, Dongyu Yan, Zihan You, Wenting Luo, Guo Zhang, Ying-Cong Chen$^{\dagger}$

  • $^{\star}$Equal contribution $^{\dagger}$Corresponding Author

Paper Project Page Code

Arxiv
sym

UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy

Tianshuo Xu, Kai Wang, Zhifei Chen, Leyi Wu, Tianshui Wen, Fei Chao, Ying-Cong Chen$^{\dagger}$

  • $^{\dagger}$Corresponding Author

Paper Project Page Code

Arxiv
sym

FlexPainter: Flexible and Multi-View Consistent Texture Generation

Dongyu Yan$^{\star}$, Leyi Wu$^{\star}$, Jiantao Lin, Luozhou Wang, Tianshuo Xu, Zhifei Chen, Zhen Yang, Lie Xu, Shunsi Zhang, Ying-Cong Chen$^{\dagger}$

  • $^{\star}$Equal contribution $^{\dagger}$Corresponding Author

Paper Project Page Code

CVPR2025
sym

Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation

Jiantao Lin$^{\star}$, Xin Yang$^{\star}$, Meixi Chen$^{\star}$, Yingjie Xu, Dongyu Yan, Leyi Wu, Xinli Xu, Lie Xu, Shunsi Zhang, Ying-Cong Chen$^{\dagger}$

  • $^{\star}$Equal contribution $^{\dagger}$Corresponding Author

Paper Project Page Code

CVPR2025
sym

Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual StreamDiffusion

Zhifei Chen$^{\star}$, Tianshuo Xu$^{\star}$, Wenhang Ge$^{\star}$, Leyi Wu, Dongyu Yan, Jing He, Luozhou Wang, Lu Zeng, Shunsi Zhang, Yingcong Chen$^{\dagger}$

  • $^{\star}$Equal contribution $^{\dagger}$Corresponding Author

Paper Code

Arxiv
sym

Motion Dreamer: Realizing Physically Coherent Video Generation through Scene-Aware Motion Reasoning

Tianshuo Xu$^{\star}$, Zhifei Chen$^{\star}$, Leyi Wu, Hao Lu, Yuying Chen, Lihui Jiang, Bingbing Liu, Yingcong Chen$^{\dagger}$

  • $^{\star}$Equal contribution $^{\dagger}$Corresponding Author

Paper Code

🎖 Honors and Awards

  • Gold Medal, The 16th place
    Huawei Cup The 2023 ICPC Asia-East Continent Final Contest
    Shanghai, China | 2024

  • Silver Medal
    The 2023 ICPC Asia Hefei Regional Contest
    Hefei, China | 2023

  • Silver Medal
    The 48th ICPC Asia Regional Contest Jinan Site
    Jinan, China | 2023

  • Silver Medal
    2023 China Collegiate Programming Contest (CCPC), Shenzhen Site
    Shenzhen, China | 2023

  • Bronze Medal
    2023 China Collegiate Programming Contest (CCPC), Harbin Site
    Harbin, China | 2023

  • Dean’s List Award for Fall 2023 - 2024
    HKUST(GZ) | 2024

  • Dean’s List Award for Spring 2024 - 2025
    HKUST(GZ) | 2024

  • Dean’s List Award for Fall 2024 - 2025
    HKUST(GZ) | 2025

📖 Educations

  • 2023.08 - 2027.06, Bachelor of Artificial Intelligence, HKUST(GZ).
  • 2025.09 - 2026.01, Exchange Student, HKUST.

💻 Internships

  • 2025.09 - now, Knowin Shenzhen, China.

🧑‍💻↔️💻 HCI project diaries and reflection (for COMP4461)