Ye Chen (陈烨)

Ye Chen (陈烨)

PhD student @ SJTU

Brief Bio

Hi, there! This is Ye Chen, a first-year PhD student advised by Prof. Bingbing Ni from School of SEIEE, Shanghai Jiao Tong University. Previously, I received Master and Bachelor degree from the same university with honor, supervised by Prof. Ning Liu and Prof. Bingbing Ni. I have published several papers on leading journals and conferences, e.g., CVPR, ICCV, AAAI, and T-PAMI. My research interest lies in the intersection between Graphics, Computer Vision, and Machine Learning, especially includes 2D/3D AIGC and AI for Physics.

Google Scholar / E-mail / Github

News

[2024/02] Two papers on Image Vectorization and Vector Graphics Generation are accepted to CVPR2024! See you in Seattle!
[2023/09] Start my PhD journey with Prof. Bingbing Ni!
[2023/07] One paper on Image Vectorization is accepted to ICCV2023!
[2023/04] Journal version of SSC for unsupervised point cloud learning is publised in T-PAMI!
[2023/03] Obtain master degree with Shanghai Outstanding Graduates from SJTU!
[2021/07] One paper(SSC) on Self-Supervised Point Cloud Learning is accepted to ICCV2021!

Selected Publications

Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization

Ye Chen, Bingbing Ni, Jinfan Liu, Xiaoyang Huang, Xuanhong Chen.
Published in CVPR, 2024. To Do

Vector Graphics Generation via Mutually Impulsed Dual-domain Diffusion

Zhongyin Zhao, Ye Chen, Zhangli Hu, Xuanhong Chen, Bingbing Ni.
Published in CVPR, 2024. To Do

Editable Image Geometric Abstraction via Neural Primitive Assembly

Ye Chen, Bingbing Ni, Xuanhong Chen, Zhangli Hu.
Published in ICCV, 2023. [Paper]

Inferring Fluid Dynamics via Inverse Rendering

Jinxian Liu*, Ye Chen*, Bingbing Ni, Jiyao Mao, Zhenbo Yu. (* equal contribution)
Preprint, Arxiv, 2023. [Paper]

Fast Fluid Simulation via Dynamic Multi-Scale Gridding

Jinxian Liu, Ye Chen, Bingbing Ni, Wei Ren, Zhenbo Yu, Xiaoyang Huang.
Published in AAAI, 2023. [Paper]

Learning by Restoring Broken 3D Geometry

Jinxian Liu, Bingbing Ni, Ye Chen, Zhenbo Yu, Hang Wang.
Published in T-PAMI, 2023. [Paper]

Joint Global and Dynamic Pseudo Labeling for Semi-Supervised Point Cloud Sequence Segmentation

Jinxian Liu, Ye Chen, Bingbing Ni, Zhenbo Yu.
Published in T-CSVT, 2023.

Shape self-correction for unsupervised point cloud understanding

Ye Chen, Jinxian Liu, Bingbing Ni, Hang Wang, Jiancheng Yang, Ning Liu, Teng Li, Qi Tian.
Published in ICCV, 2021. [Paper]

Self-prediction for joint instance and semantic segmentation of point clouds

Jinxian Liu, Minghui Yu, Bingbing Ni, Ye Chen.
Published in ECCV, 2020. [Paper]

Selected Honors

[2023] Shanghai Outstanding Graduates (上海市优秀毕业生).
[2022] NRIEE Scholarship (中国电子科技集团莱斯奖学金).
[2020] Shanghai Jiao Tong University Outstanding Graduates.
[2016] Shanghai Jiao Tong University Zhiyuan Honor Class.
[2015] First Prize in the National High School Physics Competition.