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. I received 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 3D AIGC and 3D scene reconstruction.

News

-Jul. 30, 2024: I have 1 paper conditionally accepted to SIGGRAPH Asia 2024.

-Aug. 04, 2023: I have 1 paper conditionally accepted to SIGGRAPH Asia 2023.

Publications

Total of 4 CCF-A, 2 SCI一区, 200+ Citations

	Pano2Room: Novel View Synthesis from a Single Indoor Panorama **Guo Pu**, Yiming Zhao, and Zhouhui Lian ACM SIGGRAPH Asia 2024 (CCF-A) [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 ACM SIGGRAPH Asia 2023 (CCF-A) [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 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2022, CCF-A, SCI一区, IF=23.6) [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 (CCF-A) [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 (SCI一区, IF=6.6) [Over 100 citations, 期刊高引用量前20论文, 2022年度优秀论文] [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. Under Review [Link](https://arxiv.org/abs/2402.00606)

Academic Services

Conference & Journal Reviewer: Pattern Recognition (PR) (CCF-B, SCI一区), Computers & Graphics (CCF-C, SCI四区).

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

My code has gained more than 3.9k 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.