Hi, I'm Yan Zheng, a Computer Science Ph.D. student at the University of Texas at Austin, advised by Prof. Atlas Wang.
My research is focused on:
3D/4D generation and large-scale dataset
3D representation for robust and fast mesh reconstruction and generation
distillation and fine-tuning method with image and video diffusion model for editing and semantic understanding
few-shot personalization and consistent subject creation
Get in touch at
Selected Projects:
Welcome to talk or collaborate on this project if you have experience in Blender/Unity/UE modeling, LLM RLFH or have computing resources👐
Text to Simulation Scene Generation with LLM
Hardworking Ongoing projects😺
HarmonyDreamer: Rectifying and Hamonizing Dynamic Objects in Backgrounds for 4D Video Generation
In submission
Arxiv, Project Page
Concept Assets: Naming Custom Concepts in Diffusion Network Outputs
In submission
Work done during Intership at Adobe Research
InverseMeetInsert: Robust Real Image Editing via Geometric Accumulation Inversion in Guided Diffusion Models
In submission
Yan Zheng, Lemeng Wu
Neural Volumetric Mesh Generator
NeurIPS workshop on Score-Based Method, 2022
Yan Zheng, Lemeng Wu, Xingchao Liu, Zhen Chen, Qiang Liu, Qixing Huang
Topology Preserving Implict Network with Morse Theory
Yan Zheng
Learning to Synthesizes 3D Shapes with Kinematic Joints
Yan Zheng, Haitao Yang, Lemeng Wu, Chandrajit Bajaj, Qixing Huang