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Yiheng Zhang 张一恒

I am a first year PhD student at Intelligent Graphics Lab at Hong Kong University of Science and Technology (HKUST), supervised by Professor Yuan Liu. I am also a research scientist intern at Tencent Games AI Center, collaborating with Professor Cheng Lin, Wenping Wang and Le Wan.

Previously, I received my M. Eng. degree from National University of Singapore. I also worked as a research intern at Tsinghua University with Researcher Yuwang Wang and Academician Qionghai Dai. I am truly fortunate that my interest in computer graphics was sparked and nurtured under the guidance of Professor Mirela Ben-Chen at the Center for Graphics and Geometric Computing in Technion - Israel Institute of Technology.

Email  /  CV  /  Linkedin  /  Github

profile photo

News

[Aug 2026] I am elected as Vice President of HKUST GSAA (Graduate Students and Alumni Association)!
[Aug 2026] I join Hong Kong University of Science and Technology (HKUST) as a PhD student, starting from 2026 Fall!
[Jul 2026] PartLLM has been accepted to SIGGRAPH ASIA (Journal Track) 2026!
[Apr 2026] Two Papers have been accepted to CVPR 2026 and M3DLayout has been selected as CVPR 2026 Highlight!
[Jan 2026] PartSAM has been accepted to ICLR 2026!

Research Experience

Sep 2025 — Now Research Scientist Intern, Tencent Games AI Center.
Jun 2025 — Jul 2026 Remote Research Intern, Intelligent Graphics Lab (HKUST).
Oct 2024 — Aug 2025 Research Intern, Metaverse AI Interdisciplinary Innovation Lab (THU).
Jul 2024 — Aug 2024 Summer Research Intern, Center for Graphics and Geometric Computing (Technion).
Tencent Games AI Center HKUST Tsinghua Technion

Research

My research interest lies in:

  • 3D Vision: Object & Scene-level Generation,
  • Computer Graphics: Geometry Processing and Geometric Learning (Operators & Quad),
  • Robotics: Physics-based & Cognitive/Psychological Simulation.
  • 3D Printing: Texture/Part Generation.

I am always open to discussions and collaborations, feel free to contact me anytime!

PartLLM teaser figure
PartLLM: A Unified Multimodal Foundation for 3D Part Segmentation
Zhe Zhu, Yiheng Zhang, Peng Li, Zixing Zhao, Honghua Chen, Yaqing Zhang, Le Wan, Zhiyang Dou, Cheng Lin‡, Yuan Liu†, Mingqiang Wei†, Wenping Wang
SIGGRAPH ASIA (Journal Track) , 2026
project page / arXiv / Github

QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning
Yiheng Zhang, Zhe Zhu, Tingrui Shen, Zhuojiang Cai, Tianxiao Li, Zixing Zhao, Qiujie Dong, Zhiyang Dou, Jiepeng Wang, Le Wan, Yuwang Wang, Wenping Wang, Yuan Liu†, Cheng Lin†
under review, 2026
arXiv / Github

VoxScene teaser figure
VoxScene: Anchor-Conditioned Voxel Diffusion for Indoor Scene Arrangement
Haotian Mao, Yuhan Huang, Jiatao Lin, Yang Zhao, Hui Wang, Yiheng Zhang, Yuwang Wang, Chenliang Zhou, Yan Zhang, Fangcheng Zhong, Xubo Yang
under review, 2026
arXiv

M3DLayout animated teaser
M3DLayout: A Multi-Source Dataset of 3D Indoor Layouts and Structured Descriptions for 3D Generation
Yiheng Zhang*, Zhuojiang Cai*, Mingdao Wang*, Meitong Guo, Tianxiao Li, Li Lin, Yuwang Wang†
Conference on Computer Vision and Pattern Recognition (CVPR), 2026
(Highlight Presentation, Acceptance Rate 3.5%)
project page / arXiv / Github / Hugging Face

FlashMesh teaser figure
FlashMesh: Faster and Better Autoregressive Mesh Synthesis via Structured Speculation
Tingrui Shen*, Yiheng Zhang*, Chen Tang, Chuan Ping, Zixing Zhao, Le Wan, Yuwang Wang, Ronggang Wang, Shengfeng He†
Conference on Computer Vision and Pattern Recognition (CVPR), 2026
project page / arXiv / Github

PartSAM teaser figure
PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
Zhe Zhu, Le Wan, Rui Xu, Yiheng Zhang, Honghua Chen, Zhiyang Dou, Cheng Lin, Yuan Liu†, Mingqiang Wei†
International Conference on Learning Representations (ICLR), 2026
project page / arXiv / Github

LSS3D teaser figure
LSS3D: Learnable Spatial Shifting for Consistent and High-Quality 3D Generation from Single-Image
Zhuojiang Cai*, Yiheng Zhang*, Meitong Guo, Mingdao Wang, Yuwang Wang†
IEEE MMSP, 2025
arXiv

Service

Student Work

  • Vice President, GSAA (Graduate Students and Alumni Association), HKUST Jun 2026 — Now
  • Teaching Assistant, HKUST Fall 2026

Academic Service

  • Technical Program Committee Member, Pacific Graphics (PG) 2026
  • Reviewer, CAD/CG (Int. Conf. on Computer-Aided Design and Computer Graphics) 2026
  • Reviewer, ICLR 2027

Miscellaneous

Horse My Chinese zodiac sign is 'Horse', and my favorite color is blue.

My hobbies include playing soccerSoccer & badmintonBadminton & Chinese chessChinese Chess, fitnessFitness, and traveling all around the worldTravelling.