Anno Yanzhe Chen

Anno Yanzhe Chen

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πŸ‘¨πŸ»β€πŸŽ“ Biography

I am currently a Ph.D. student at the Show Lab, National University of Singapore, advised by Prof. Mike Zheng Shou.

I obtained my Master of Science degree from the AAIS at Peking University, where I was fortunate to be advised by Prof. Yuxin Peng.

Previously, I have interned at TikTok and Kuaishou.

My research interests include Agent, Robotics, and Multimedia.

I’m open to collaborations and discussions. Feel free to drop me an email!

πŸ”₯ News

  • 2026.05 Code2Video and ACA got accepted by ICML 2026 πŸŽ‰
  • 2026.01 We won the third place in RoCo Challenge @AAAI Embodied AI Workshop 2026 πŸŽ‰
  • 2025.11 UniAPO got accepted by AAAI 2026 πŸŽ‰
  • 2025.10 Check out our newest work on creative video generation: Code2Video!
  • 2025.08 Joined Show Lab @ NUS to start my Ph.D. journey!

πŸ“ Publications

⭐ Selected Publications

Code2Video

Code2Video: A Code-centric Paradigm for Educational Video Generation ICML 2026
Yanzhe Chen*, Kevin QH Lin*, Mike Zheng Shou

Code2Video is an agentic, code-centric framework that generates high-quality educational videos from knowledge points.

🌐 Project Β Β β€’Β Β  πŸ“„ PDF Β Β β€’Β Β  πŸ’» Code Β Β β€’Β Β  πŸ€— Dataset


πŸ“š All Publications

πŸ€– Agent

(New works coming soon…)


🦾 Robotics

(New works coming soon…)


πŸ–ΌοΈ Multimedia

  • MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval
    ICLR 2025 Β |Β  πŸ“„ PDF
    Yanzhe Chen, Zhiwen Yang, Jinglin Xu, Yuxin Peng

  • FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval
    AAAI 2024 Β |Β  πŸ“„ PDF
    Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou, Lele Cheng

  • SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback
    TOMM 2024 Β |Β  πŸ“„ PDF
    Yanzhe Chen, Jiahuan Zhou, Yuxin Peng

  • Real20M: A Large-scale E-commerce Dataset for Cross-domain Retrieval
    ACM MM 2023 Β |Β  πŸ“„ PDF
    Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Lele Cheng

🏫 Education

  • 2025.08 - Present Ph.D., School of Computer (SoC), National University of Singapore.
  • 2022.09 - 2025.06 Master, Academy for Advanced Interdisciplinary Studies (AAIS), Peking University.
  • 2018.09 - 2022.06 Undergraduate, School of Computer Science, Wuhan University.

πŸŽ– Honors

  • 2025 Outstanding Graduate of the Wangxuan Institute of Computer Technology, Peking University
  • 2024 Merit Student, Peking University
  • 2024 Leo KoGuan Scholarship
  • 2022 Outstanding Undergraduate Graduate, Wuhan University
  • 2020 National Scholarship

πŸ“– Service

  • Conference Reviewer: NeurIPS, ICLR, CVPR, ICCV, AAAI, ACM MM, etc.