Ran Yi   (易冉)

上海交通大学计算机系 助理教授
Assistant Professor, Department of Computer Science and Engineering
Shanghai Jiao Tong University (SJTU), Shanghai, China
Team: Digital Media and Computer Vision Laboratory (DMCV)

Email: ranyi AT sjtu.edu.cn
Office: SEIEE 3-501, SJTU
[CV]      [Google Scholar]      [Github]

Index

Biography    Research Interests    Openings    Education   

Working Experience    Publications    Honors & Awards     DDLs

Biography   Top

Ran Yi is an Assistant Professor at Shanghai Jiao Tong University (SJTU). She is a member of SJTU Digital Media and Computer Vision Laboratory.

She received her Ph.D. degree from CSCG Group, Tsinghua University in 2021, advised by Prof. Yong-Jin Liu. She also closely collaborates with Prof. Yu-Kun Lai, Prof. Paul L. Rosin and Prof. Ying He.

Research Interests   Top

Computer Vision, Computer Graphics.

Some specific research interests:

Openings   Top

I am looking for self-motivated PhD, master and undergraduate students to join my research group! If you are interested in computer vision, computer graphics and want to join us, please send me your CV via email;)
团队招收博士生，硕士生和对科研感兴趣的本科生！如果你对计算机视觉、计算机图形学感兴趣，希望加入我们团队，欢迎与我邮件联系（邮件请附上你的个人简历）~

Education   Top

Working Experience   Top

Publications   Arxiv  2021  2020  2019  2018  2016  Top

(* indicates joint first author.)
Arxiv
3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Face Photos
Zipeng Ye, Ran Yi, Minjing Yu, Juyong Zhang, Yu-Kun Lai, Yong-jin Liu
[link]
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose
Ran Yi*, Zipeng Ye*, Juyong Zhang, Hujun Bao, Yong-Jin Liu
[link]
2021
GAN-based Multi-Style Photo Cartoonization
Yezhi Shu*, Ran Yi*, Mengfei Xia, Zipeng Ye, Wang Zhao, Yang Chen, Yu-Kun Lai, Yong-Jin Liu
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 [CCF A]
[link] [code]
2020
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 [CCF A]
[link] [code]
Feature-Aware Uniform Tessellations on Video Manifold for Content-Sensitive Supervoxels
Ran Yi*, Zipeng Ye*, Wang Zhao, Minjing Yu, Yu-Kun Lai, Yong-Jin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 [CCF A]
[link] [preprint] [code] [demo video]
Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs
Ran Yi, Mengfei Xia, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 [CCF A]
[link] [preprint] [code]
Dirichlet energy of Delaunay meshes and intrinsic Delaunay triangulations
Zipeng Ye, Ran Yi, Wenyong Gong, Ying He, Yong-Jin Liu
Computer-Aided Design (CAD), Vol. 126, 102851, 2020 [CCF B]
[link]
From traditional rendering to differentiable rendering: theories, methods and applications
Zipeng Ye, Wenye Xia, Zhiyao Sun, Ran Yi, Minjing Yu, Yong-Jin Liu
SCIENTIA SINICA Informationis, DOI 10.1360/SSI-2020-0272, 2020
[link]
Survey on Adversarial Attacks and Interpretability of Deep Learning: A Geometric Perspective
Mengfei Xia, Zipeng Ye, Wang Zhao, Ran Yi, Yong-Jin Liu
SCIENTIA SINICA Informationis, DOI 10.1360/SSI-2020-0169, 2020
[link]
2019
APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (Oral)
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 [CCF A]
[link] [pdf] [dataset] [code]
Fast Computation of Content-Sensitive Superpixels and Supervoxels using q-distances
Zipeng Ye*, Ran Yi*, Minjing Yu, Yong-Jin Liu, Ying He
IEEE Conference on Computer Vision (ICCV), 2019 [CCF A]
[link]
An Adaptive Filter for Deep Learning Networks on Large-Scale Point Cloud
Wang Zhao*, Ran Yi*, Yong-Jin Liu
IEEE International Conference on Image Processing (ICIP), 2019 [CCF C]
[link]
StarFont: Enabling Font Completion Based on Few Shots Examples
Xu Yan, Yuntao Wang, Ran Yi, Zhiyu Sun, Yong-Jin Liu
International Conference on Advances in Artificial Intelligence (ICAAI), 2019
[link]
2018
Delaunay Mesh Simplification with Differential Evolution
Ran Yi, Yong-Jin Liu, Ying He
ACM Transactions on Graphics (SIGGRAPH ASIA), 2018 [CCF A]
[link] [pdf] [slide]
Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds
Ran Yi, Yong-Jin Liu, Yu-Kun Lai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [CCF A]
[link] [pdf]
Delta DLP 3-D Printing of Large Models
Ran Yi*, Chenming Wu*, Yong-Jin Liu, Ying He, Charlie C. L. Wang
IEEE Transactions on Automation Science and Engineering (TASE), 2018 [CCF B]
[link] [pdf] [demo video]
Evaluation on the Compactness of Supervoxels
Ran Yi, Yong-Jin Liu, Yu-Kun Lai
IEEE Conference on Image Processing (ICIP), 2018 [CCF C]
[link] [pdf]
2016
Manifold Differential Evolution (MDE): A Global Optimization Method for Geodesic Centroidal Voronoi Tessellations on Meshes
Yong-Jin Liu, Chun-Xu Xu, Ran Yi, Dian Fan, Ying He
ACM Transactions on Graphics (SIGGRAPH ASIA), 2016 [CCF A]
[link] [pdf] [demo video]
Delta DLP 3D Printing with Large Size
Chenming Wu*, Ran Yi*, Yong-Jin Liu, Ying He, Charlie C. L. Wang
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016 [CCF C]
[link] [pdf] [demo video]
RoboDLP: large object 3D printing using robotic arm
Ran Yi, Chenming Wu, Yong-Jin Liu, Charlie C. L. Wang
SIGGRAPH Asia Posters, 2016 [CCF A (poster)]
[link]

Honors & Awards   Top