Xuran Pan (潘旭冉)

Ph.D. Student, Tsinghua University

About Me

I am a third year Ph.D. student at Tsinghua University, advised by Prof. Gao Huang and Prof. Cheng Wu.
My research interests lie in the deep learning, graph neural network and 3D vision.

Education

Ph.D., Tsinghua University, China.
2018.8 - Present
B.Eng., Tsinghua University, China.
2014.8 - 2018.7

Publications & Preprints (Google Scholar)



3D Object Detection with Pointformer. [PDF] [Code]
Xuran Pan*, Zhuofan Xia*, Shiji Song, Li Erran Li, Gao Huang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR ) 2021.

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Regularizing Deep Networks with Semantic Data Augmentation. [PDF] [Code] [知乎] [新智元]
Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, and Cheng Wu.
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI ) 2021.

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Implicit Semantic Data Augmentation for Deep Networks. [PDF] [Code] [Poster]
Yulin Wang*, Xuran Pan*, Shiji Song, Hong Zhang, Cheng Wu, and Gao Huang.
Neural Information Processing Systems (NeurIPS) 2019.

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Professional Activities

Program Committee (PC) member of CICAI 2021.

Reviewer for ICML, CICAI, ICIG, Results in Control and Optimization.

Contact

Email: pxr18@mails.tsinghua.edu.cn

Address: Room 616, Central Main building, Tsinghua University, Beijing