Jingfan Guo

UMN CS Ph.D. Student
237 Shepherd Lab · 100 Union St SE · Minneapolis, MN 55414

Jingfan Guo is a Ph.D. student in Computer Science at the University of Minnesota, supervised by Hyun Soo Park.

Education

University of Minnesota

Ph.D., Computer Science & Engineering
Advisor: Hyun Soo Park

Sep. 2018 - present

Nanjing University

M.S., School of Software Engineering
Advisor: Tongwei Ren
Co-advisor: Ming-Ming Cheng

Sep. 2015 - Jun. 2018

Nanjing University

B.E., Software Institute
Advisor: Tongwei Ren

Sep. 2011 - Jul. 2015

Experience

Research Intern

Meta Reality Labs

Jun. 2022 - Nov. 2022

Research Intern

Meta Reality Labs

Jun. 2021 - Nov. 2021

Research Intern

School of Computing, National University of Singapore

Mar. 2017 - Sep. 2017

Research Assistant

State Key Laboratory for Novel Software Technology, Nanjing University

Mar. 2013 - Aug. 2015

Teaching

3D Computer Vision

Teaching assistant · University of Minnesota
Spring 2021

Computer Vision

Teaching assistant · University of Minnesota
Spring 2019

Computer Organization and System Architecture

Teaching assistant · Nanjing University
Spring 2016

Publications

Diffusion Shape Prior for Wrinkle-Accurate Cloth Registration

3DV 2024

Jingfan Guo, Fabian Prada, Donglai Xiang, Javier Romero, Chenglei Wu, Hyun Soo Park, Takaaki Shiratori, Shunsuke Saito

arXiv
Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing

TOG (SIGGRAPH Asia 2022)

Donglai Xiang, Timur Bagautdinov, Tuur Stuyck, Fabian Prada, Javier Romero, Weipeng Xu,

Shunsuke Saito, Jingfan Guo, Breannan Smith, Takaaki Shiratori, Yaser Sheikh, Jessica Hodgins, Chenglei Wu

arXiv
Inverse Simulation:
Reconstructing Dynamic Geometry of Clothed Humans via Optimal Control

CVPR 2021

Jingfan Guo, Jie Li, Rahul Narain, Hyun Soo Park

PDF
Video visual relation detection

MM 2017

Xindi Shang, Tongwei Ren, Jingfan Guo, Hanwang Zhang, Tat-Seng Chua

PDF
Video salient object detection via cross-frame cellular automata

ICME 2017

Jingfan Guo, Tongwei Ren, Lei Huang, Xingyu Liu, Ming-Ming Cheng, Gangshan Wu

PDF
Saliency detection on sampled images for tag ranking

MMSJ 2017

Jingfan Guo, Tongwei Ren, Lei Huang, Jia Bei

PDF
Salient object detection for RGB-D image via saliency evolution

ICME 2016

Jingfan Guo, Tongwei Ren, Jia Bei

PDF
Personal photo enhancement via saliency driven color transfer

ICIMCS 2016

Yuqi Gao, Jingfan Guo, Tongwei Ren, Jia Bei

PDF
Salient object detection in RGB-D image based on saliency fusion and propagation

ICIMCS 2015

Jingfan Guo, Tongwei Ren, Jia Bei, Yujin Zhu

PDF