上海交通大学计算机系 助理教授 |
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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
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Computer Vision, Computer Graphics.
Some specific research interests:
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)~
2022 | |
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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] |
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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] |
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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] |
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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] |
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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] |
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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 | |
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2020 | |
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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] |
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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] |
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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 | |
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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 | |
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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] |
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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] |
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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 | |
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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] |
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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] |
2012/08–2016/07: Tsinghua University, EE Dept, Bachelor
2016/09–2021/06: Tsinghua University, CS Dept, PhD
Supervisor: Prof. Yong-Jin Liu
Lab director: Prof. Shi-Min Hu
2021/07–Present: Shanghai Jiao Tong University, CSE Dept, Assistant Professor
2022 Spring: CS238 VR & AR (with Prof. Sheng Bin)
2022 Autumn: CS4316 Intelligent Computer Graphics and Vision Applications (with Prof. Lizhuang Ma)