I am currently a Ph.D. candidate at the Wangxuan Institute of Computer Technology, Peking University, China, under the supervision of Prof. Zhouhui Lian. I received my master’s degree from Peking University, China, in 2022, and my bachelor’s degree from Xidian University, Xi’an, China, in 2019. My research interests include computer graphics and computer vision, and I am currently focusing on visual 3D reconstruction and visual SLAM.

News

-Jan. 31, 2026: My paper “ActMVS” was accepted to ICRA 2026.

-Jul. 30, 2024: My paper “Pano2Room” was accepted to SIGGRAPH Asia 2024.

-Aug. 04, 2023: My paper “SinMPI” was accepted to SIGGRAPH Asia 2023.

Publications

	ActMVS: Active Scene Reconstruction with Monocular Multi-View Stereo **Guo Pu**, Yixuan Han, and Zhouhui Lian ICRA 2026
	Pano2Room: Novel View Synthesis from a Single Indoor Panorama **Guo Pu**, Yiming Zhao, and Zhouhui Lian SIGGRAPH Asia 2024 [Link](https://arxiv.org/pdf/2408.11413)
	SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane Images **Guo Pu**, Peng-Shuai Wang, and Zhouhui Lian SIGGRAPH Asia 2023 [Link](https://arxiv.org/pdf/2312.11037)
	Controllable Image Synthesis with Attribute-Decomposed GAN **Guo Pu**, Y. Men, Y. Mao, Y. Jiang, W. -Y. Ma and Z. Lian TPAMI 2022 [Link](https://ieeexplore.ieee.org/abstract/document/9741362)
	Aesthetic Text Logo Synthesis via Content-aware Layout Inferring Y. Wang, **Guo Pu**, and Z. Lian CVPR 2022 [Link](https://arxiv.org/abs/2204.02701)
	SSC-OCSVM: A Hybrid Unsupervised Clustering-based Anomaly Detection Method **Guo Pu**, Wang L, Shen J, et al. TST 2019 [Link](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9147152)
	Dynamic Texture Transfer using PatchMatch and Transformers **Guo Pu**, Shiyao Xu, Xixin Cao, Zhouhui Lian. Technical Report 2023 [Link](https://arxiv.org/abs/2402.00606)

Academic Services

Conference & Journal Reviewer:

TOG (ACM Transactions on Graphics)

SIGGRAPH NA/Asia (ACM Special Interest Group on Computer Graphics and Interactive Techniques)

TVCG (IEEE Transactions on Visualization and Computer Graphics)

ICCV (IEEE International Conference on Computer Vision)

CVPR (IEEE Conference on Computer Vision and Pattern Recognition)

PR (Pattern Recognition)

CAG (Computers & Graphics)

Patents

连宙辉，蒲果，徐诗瑶，一种基于样例的动态纹理迁移方法及系统，202111582171.6 ，2022 年 1 月 17 日（专利，已授权）

Competitions

Jittor AI competition (Scenery Image generation track) 3rd prize (10000 RMB prize) [第二届计图人工智能竞赛，三等奖]

Peking University “Challenger Cup” 3rd prize [北京大学挑战杯2020，三等奖]

Awards

Excellent student (in Academic Performance) of Wangxuan Institute of Computer Technology, Peking University. (2023)

Excellent student (in Academic Performance) of Wangxuan Institute of Computer Technology, Peking University. (2022)

Excellent Student of Peking University. (2020)

First-class Scholarship of Xidian University. (2018)

Teaching

Teaching assistant in the “AI Introduction” course of Peking University, 2022-2023 and 2023-2024.

Coding

All my codes has gained 4000+ stars on GitHub.

My papers’ source codes are available on GitHub.

My tensorflow2.0 tutorial Dive-into-DL-TensorFlow2.0 has gained more than 3.8k stars on GitHub.