3D/4D Scenes
Recovering real environments from sparse observations, modeling how they evolve over time, and grounding interactive world models in geometry and appearance.
Reconstruction · Rendering · SLAM · World Models
University of Science and Technology of China
Professor · Ph.D. Advisor
Graphics & Geometric Computing Laboratory
School of Mathematical Sciences, USTC · Room 626
图形与几何计算实验室
中国科学技术大学数学科学学院 · 626 室
Research overview
At a high level, our work asks one question: how can machines faithfully understand, reconstruct and generate people and environments across space and time? We connect computer vision, computer graphics, generative AI and numerical optimization to transform images, videos, audio and geometric observations into structured, controllable 3D/4D representations.
We envision world models that are geometrically grounded, physically plausible and human-aware—systems that can perceive the real world, imagine how it may evolve, and create digital experiences in which people can naturally interact, communicate and explore.
研究简介
从更高层面看,我们关注一个核心问题:如何让机器跨越空间与时间,真实地理解、重建并生成“人”与“环境”?我们融合计算机视觉、计算机图形学、生成式人工智能与数值优化,将图像、视频、语音和几何观测转化为结构化、可控制的三维/四维表达。
构建具有几何基础、符合物理规律并能理解人的世界模型:它既能感知现实、推演世界如何变化,也能创造让人自然交流、互动和探索的数字体验。
Recovering real environments from sparse observations, modeling how they evolve over time, and grounding interactive world models in geometry and appearance.
Reconstruction · Rendering · SLAM · World ModelsCombining appearance, motion, speech, expression and affect to build realistic digital humans that can communicate, express emotion and interact naturally.
Avatar · Expression · Speech · InteractionDeveloping efficient, robust and scalable methods for geometry processing, registration and sparse optimization to support reconstruction, generation, simulation and design.
Geometry · Registration · Numerical MethodsRecipient of the Excellent Young Scientists Fund of the National Natural Science Foundation of China and named an Excellent Member of the Youth Innovation Promotion Association, Chinese Academy of Sciences. As the first awardee, received the First Prize of the Natural Science Award of the China Simulation Federation, the Second Prize of the Anhui Science and Technology Progress Award, the CSIAM Applied Mathematics Industrial Application Achievement Recognition, and the First Prize of the Anhui Applied Mathematics Achievement Award.
获基金委优秀青年基金、中科院青促会优秀会员。以第一完成人获中国仿真学会自然科学一等奖、安徽省科学技术进步奖二等奖、CSIAM应用数学落地成果认证及安徽省应用数学成果奖一等奖。
We welcome postdocs, Ph.D., master's and undergraduate students who are excited by 3D vision, graphics, generative AI and computational methods—and who value curiosity, rigor and collaboration.
课题组长期欢迎对三维视觉、图形学、生成式 AI 与计算方法感兴趣,并重视好奇心、严谨性与合作精神的博士后、博士生、硕士生和本科生。