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]

Biography  

Ran Yi is an Assistant Professor with Department of Computer Science and Engineering, Shanghai Jiao Tong University, China. She is a member of Digital Media and Computer Vision Laboratory, working closely with Prof. Lizhuang Ma. She received her B.Eng and Ph.D. degree from Tsinghua University, China, in 2016 and 2021 respectively. Her Ph.D advisor is Prof. Yong-Jin Liu, and the lab director is Prof. Shi-Min Hu. She also closely collaborates with Prof. Yu-Kun Lai, Prof. Paul L. Rosin and Prof. Ying He. Her research interests include computer vision, computer graphics and machine intelligence.

[ Research Interests | Openings | Publications | Honors | Education | Working | Teaching | Activities ]


News

Research Interests   Top

Computer Vision, Computer Graphics.

Some specific research interests:

Openings / Internship   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 ;) For more info about internship at our group, please refer to this link.

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)~

Selected Publications   2022  2021  2020  2019  2018  2016  Top

(# indicates joint first author, * indicates corresponding author)
2022
Animating Portrait Line Drawings from a Single Face Photo and a Speech Signal
Ran Yi, Zipeng Ye, Ruoyu Fan, Yezhi Shu, Yong-jin Liu, Yu-Kun Lai, Paul L. Rosin
SIGGRAPH ’22 Conference Proceedings (SIGGRAPH), 2022 [CCF A]
[link] [paper] [code] [demo video]
Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data
Ran Yi, Yong-jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 [CCF A]
[paper] [code]
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints
Junshu Tang, Zhijun Gong, Ran Yi*, Yuan Xie, Lizhuang Ma*
IEEE Conference on Computer #1772d0on and Pattern Recognition (CVPR), 2022 [CCF A]
[preprint]
ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-high Resolution Segmentation
Shaohua Guo, Liang Liu , Zhenye Gan, Yabiao Wang, Wuhao Zhang, Chengjie Wang, Guannan Jiang, Wei Zhang, Ran Yi*, Lizhuang Ma*, Ke Xu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [CCF A]
Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection
Zhihao Gu, Taiping Yao, Yang Chen, Ran Yi, Shouhong Ding, Lizhuang Ma
IEEE Conference on Computer Vision and Pattern Recognition (IJCAI), 2022 [CCF A]
Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning
Qiqi Gu#, Shen Chen#, Taiping Yao#, Yang Chen, Shouhong Ding*, Ran Yi*
AAAI Conference on Artificial Intelligence (AAAI), 2022 [CCF A]
[preprint]
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels
Zipeng Ye, Mengfei Xia, Ran Yi*, Juyong Zhang, Yu-Kun Lai, Xuwei Huang, Guoxin Zhang, Yong-jin Liu*
IEEE Transactions on Multimedia (TMM), 2022 [Top Journal in Multimedia]
[paper] [demo video]
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]
[paper] [code]
3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos
Zipeng Ye, Mengfei Xia, Yanan Sun, Ran Yi*, Minjing Yu*, Juyong Zhang, Yu-Kun Lai, Yong-jin Liu*
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 [CCF A]
[paper] [code]
2020
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]
[paper] [code]
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]
[paper] [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]
[paper] [code] [demo video]
Dirichlet energy of Delaunay meshes and intrinsic Delaunay triangulations
Zipeng Ye, Ran Yi, Wenyong Gong, Ying He, Yong-Jin Liu
Computer-Aided Design (CAD), 2020 [Leading Journal in Computer Graphics]
[paper]
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose
Ran Yi#, Zipeng Ye#, Juyong Zhang, Hujun Bao, Yong-Jin Liu
Arxiv
[paper] [demo video]
2019
APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2019 [CCF A]
[paper] [code] [dataset]
Fast Computation of Content-Sensitive Superpixels and Supervoxels using q-distances
Zipeng Ye#, Ran Yi#, Minjing Yu, Yong-Jin Liu, Ying He
IEEE International Conference on Computer Vision (ICCV), 2019 [CCF A]
[paper]
2018
Delaunay Mesh Simplification with Differential Evolution
Ran Yi, Yong-Jin Liu, Ying He
ACM Transactions on Graphics (SIGGRAPH ASIA), 2018 [CCF A]
[paper] [demo video]
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]
[paper]
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 [Top Journal in Automation]
[paper] [demo video]
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]
[paper] [demo video]
Delta DLP 3D Printing with Large Size
Chenming Wu#, Ran Yi#, Yong-Jin Liu, Ying He, Charlie C. L. Wang
International Conference on Intelligent Robots and Systems (IROS), 2016 [Top Conference in Robotics]
[paper] [demo video]

Honors & Awards   Top

Education   Top

Working Experience   Top

Courses  Top

Activities   Top