Jiayu Ding

💻 Founder of InkMind · 🎓 Peking University · 🧠 LLMs × Spatial-Temporal Understanding

Jiayu Ding

Hi! I am Jiayu Ding (Chinese name: 丁家钰), Founder of InkMind, and am currently studying at the School of Electronics and Computer Engineering (SECE), Peking University. My research operates at the intersection of Large Language Models (LLMs) and spatial-temporal data, aiming to leverage the structured knowledge and reasoning of LLMs to unlock a deeper, more semantic understanding of complex 3D scenes and dynamic videos.

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Detailed Profile (详细个人介绍)

Hi! I am Jiayu Ding (Chinese name: 丁家钰), Founder of InkMind, and am currently studying at the School of Electronics and Computer Engineering (SECE), Peking University.

My research operates at the intersection of Large Language Models (LLMs) and spatial-temporal data. My goal is to leverage the structured knowledge and reasoning of LLMs to unlock a deeper, more semantic understanding of complex 3D scenes and dynamic videos. I am excited to contribute to building more capable and perceptive AI systems. Recently, my work has been accepted to ACM MM 2026, ECCV 2026, CVPR 2026, and ICML 2026.


Hi！我是丁家钰 (English name: Jiayu Ding)，InkMind 创始人， 同时也是北京大学电子与计算机工程学院（SECE）在读研究生。

我的研究聚焦于大语言模型（LLMs）与时空数据的交叉方向，希望借助大模型的结构化知识与推理能力， 实现对复杂三维场景与动态视频更深层、更具语义的理解，从而构建更强大、更具感知力的 AI 系统。 近期工作被 ACM MM 2026、ECCV 2026、CVPR 2026、ICML 2026 等顶级会议接收。

News

  • 07/2026 🎉 Two papers (CausalSplat, R4DGS) are accepted to ACM MM 2026 !
  • 06/2026 🎉 One paper (ZeroSplat) is accepted to ECCV 2026 !
  • 04/2026 🎉 One paper (3DSAV) is accepted to ICML 2026 !
  • 02/2026 🎉 One paper (ExtrinSplat) is accepted to CVPR 2026 !

Education

Entrepreneurship

Research Experience

Publications

* Equal contribution.   ✉ Corresponding author.

Contact

Research: I lead the vision research team at InkMind and welcome talented researchers to join us in meaningful, impactful research.

Entrepreneurship: We are dedicated to building next-generation agent products, tailored B2B AI enterprise services, and vertical domain models in multimodal AI.

📧 Email: jyding25@stu.pku.edu.cn