Tianyang (Tim) Xue

I recently completed my M.S. at the IRC of Shandong University (SDU), where I was advised by Prof. Lin Lu. And I will begin my Ph.D. studies at The University of Hong Kong (HKU) in September 2025, under the supervision of Prof. Taku Komura.

My research interests lie in computer graphics, with a particular focus on learning‑based geometric computation and generative models for physics‑based simulation and design. I earned my B.Eng. from Taishan College, SDU, in 2021, and my M.S. in June 2025.

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News

Jul 1, 2025	Invited talk at the GAMES Polaris Forum (启明星论坛).
Jun 26, 2025	GFPack++ has been accepted at ICCV 2025 as a H I G H L I G H T paper! 🎉
Apr 20, 2025	MIND has been accepted at SIGGRAPH 2025!
May 22, 2024	Invited talk at the China Digital Cultural Heritage Conference (Xian, China).
Aug 4, 2023	One paper has been accepted at SIGGRAPH Asia 2023!

Selected Publications

ICCV (Highlight)

GFPack++: Attention-Driven Gradient Fields for Optimizing 2D Irregular Packing

Tianyang Xue, Lin Lu, Yang Liu, and 5 more authors

In ICCV, 2025

Bib

@inproceedings{2025gfpackpp,
  author = {Xue, Tianyang and Lu, Lin and Liu, Yang and Wu, Mingdong and Dong, Hao and Zhang, Yanbin and Han, Renmin and Chen, Baoquan},
  title = {{GFPack++}: Attention-Driven Gradient Fields for Optimizing 2D Irregular Packing},
  booktitle = {ICCV},
  year = {2025},
  url = {https://arxiv.org/abs/2406.07579},
}

SIGGRAPH

MIND: Microstructure INverse Design with Generative Hybrid Neural Representation

Tianyang Xue, Longdu Liu, Lin Lu, and 7 more authors

In SIGGRAPH, 2025

Bib

@inproceedings{2025mind,
  author = {Xue, Tianyang and Liu, Longdu and Lu, Lin and Henderson, Paul and Tang, Pengbin and Li, Haochen and Liu, Jikai and Zhao, Haisen and Peng, Hao and Bickel, Bernd},
  title = {{MIND}: Microstructure INverse Design with Generative Hybrid Neural Representation},
  booktitle = {SIGGRAPH},
  year = {2025},
  url = {https://arxiv.org/abs/2502.02607},
}

SIGGRAPH Asia

Learning Gradient Fields for Scalable and Generalizable Irregular Packing

Tianyang Xue, Mingdong Wu, Lin Lu, and 3 more authors

In SIGGRAPH Asia, 2023

Bib

@inproceedings{2023gfpacking,
  author = {Xue, Tianyang and Wu, Mingdong and Lu, Lin and Wang, Haoxuan and Dong, Hao and Chen, Baoquan},
  title = {Learning Gradient Fields for Scalable and Generalizable Irregular Packing},
  booktitle = {SIGGRAPH Asia},
  year = {2023},
  url = {https://doi.org/10.1145/3610548.3618235},
  doi = {10.1145/3610548.3618235},
}

SCF

DancingPottery: Posture-Driven Pottery Generative Design and Fabrication

Tianyang Xue, Lin Lu, Andrei Sharf, and 2 more authors

In SCF, 2022

Bib

@inproceedings{2022dancingpottery,
  author = {Xue, Tianyang and Lu, Lin and Sharf, Andrei and Tian, Lihao and Li, Haochen},
  title = {DancingPottery: Posture-Driven Pottery Generative Design and Fabrication},
  booktitle = {SCF},
  year = {2022},
  url = {https://doi.org/10.1145/3559400.3562002},
  doi = {10.1145/3559400.3562002},
}