Email: lingjie.liu@seas.upenn.edu | Address: Office 462, Levine Hall, 3330 Walnut Street, Philadelphia, PA 19104-6389
I am the Aravind K. Joshi Assistant Professor in the Department of Computer and Information Science at the University of Pennsylvania, where I lead the Penn Computer Graphics Lab and I am also a member of the General Robotics, Automation, Sensing & Perception (GRASP) Lab.
Previously, I was a Lise Meitner Postdoctoral Research Fellow at Max Planck Institute for Informatics. I received my Ph.D. degree at the University of Hong Kong in 2019.
My research interests are at the interface of Computer Graphics, Computer Vision, and AI, with a focus on Neural Scene Representations, Neural Rendering, Human Performance Modeling and Capture, and 3D Reconstruction. I am especially excited about exploring a new genre of 3D reconstruction and rendering algorithms for human characters and general scenes, which combine classical computer graphics pipelines with deep learning techniques.
My long-term vision is to develop AI technologies that can perceive, understand and interact with 3D objects, people, and environments. Specifically, my research will pursue three goals:
(1) High-quality 3D reconstruction of real-world scenes from sparse inputs;
(2) Efficient and photo-realistic image synthesis of real-world scenes with 3D control;
(3) Large-scale 3D scene generation.
There are multiple open research positions in my Lab.
Topics of interest include:
If you are interested in visiting or applying for a research position (e.g., intern, PhD, visiting PhD, or postdoc) in the lab, please fill in the form. You will be contacted if a fit can be found.
[For 2025 PhD Applicants] I am hiring multiple PhD students for 2025. If you’re interested, please apply directly through our Department's application system and list my name as your preferred supervisor (Deadline: December 16, 2024). Due to the high volume of emails regarding applications, I recommend refraining from emailing me directly unless you have a specific question that is not addressed in the application guidelines. We will review all applications from January to April, 2025, and if you are a good fit for my lab, we will contact you for an interview. Thank you for your interest!
(* and † indicate equal contribution)
Chen Wang, Jiatao Gu, Xiaoxiao Long, Yuan Liu, Lingjie Liu
[Project Page] [Paper]Qingxuan Wu, Zhiyang Dou†, Sirui Xu, Soshi Shimada, Chen Wang, Zhengming Yu, Yuan Liu, Cheng Lin, Zeyu Cao, Taku Komura, Vladislav Golyanik, Christian Theobalt, Wenping Wang, Lingjie Liu†
ICLR 2025
[Paper]Yifan Wu*, Zhiyang Dou*, Yuko Ishiwaka, Shun Ogawa, Yuke Lou, Wenping Wang, Lingjie Liu, Taku Komura
SIGGRAPH Asia 2024 (ACM Transactions on Graphics, Journal track)
[Project Page]Yiming Huang, Weilin Wan, Yue Yang, Chris Callison-Burch, Mark Yatskar, Lingjie Liu
ECCV 2024
[Project Page] [Paper]Weilin Wan, Zhiyang Dou, Taku Komura, Wenping Wang, Dinesh Jayaraman†, Lingjie Liu†
ECCV 2024
[Project Page] [Paper] [Video]Wenyang Zhou, Zhiyang Dou†, Zeyu Cao, Zhouyingcheng Liao, Jingbo Wang, Wenjia Wang, Yuan Liu, Taku Komura, Wenping Wang, Lingjie Liu
ECCV 2024
[Project Page] [Paper]Yufu Wang, Ziyun Wang, Lingjie Liu, Kostas Daniilidis
ECCV 2024
[Project Page] [Paper] [Code]Yunzhou Song*, Jiahui Lei*, Ziyun Wang, Lingjie Liu, Kostas Daniilidis
ECCV 2024
[Project Page] [Paper] [Code]Jiatao Gu, Chen Wang, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh Susskind
ICML 2024
[Project Page] [Paper]Kai He, Kaixin Yao, Qixuan Zhang, Jingyi Yu†, Lingjie Liu†, Lan Xu†
SIGGRAPH 2024 (ACM Transactions on Graphics, Journal track, Best Paper Honorable Mention)
[Project Page] [Paper] [Code]Jiahao Chen, Yipeng Qin, Lingjie Liu, Jiangbo Lu, Guanbin Li
CVPR 2024 (Oral)
[Project Page] [Paper] [Code]Jiahui Lei, Yufu Wang, Georgios Pavlakos, Lingjie Liu, Kostas Daniilidis
CVPR 2024 (Highlight)
[Project Page] [Paper] [Code]Xiaoxiao Long*, Yuan-Chen Guo*, Cheng Lin, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang
CVPR 2024 (Highlight)
[Project Page] [Paper]Jian Wang, Zhe Cao, Diogo Luvizon, Lingjie Liu, Kripasindhu Sarkar, Danhang Tang, Thabo Beeler, Christian Theobalt
CVPR 2024
[Project Page] [Paper] [Code]Yue Yang, Fan-Yun Sun, Luca Weihs, Eli VanderBilt, Alvaro Herrasti, Winson Han, Jiajun Wu, Nick Haber, Ranjay Krishna, Lingjie Liu, Chris Callison-Burch, Mark Yatskar, Aniruddha Kembhavi, Christopher Clark
CVPR 2024
[Project Page] [Paper] [Code]R. Po, W. Yifan, V. Golyanik, K. Aberman, J. Barron, A. Bermano, E. Chan, T. Dekel, A. Holynski, A. Kanazawa, K. Liu, L. Liu, B. Mildenhall, M. Nießner, B. Ommer, C. Theobalt, P. Wonka, G. Wetzstein
Eurographics 2024 STAR Program
[Survey Paper]Zhiqiu Xu, Yanjie Chen, Kirill Vishniakov, Yida Yin, Zhiqiang Shen, Trevor Darrell, Lingjie Liu, Zhuang Liu
ICLR 2024 (Spotlight)
[Paper]Yuan Liu, Cheng Lin, Zijiao Zeng, Xiaoxiao Long, Lingjie Liu, Taku Komura, Wenping Wang
ICLR 2024 (Spotlight)
[Project Page] [Paper]Jiatao Gu, Qingzhe Gao, Shuangfei Zhai, Baoquan Chen, Lingjie Liu, Josh Susskind
3DV 2024
[Project Page] [Paper]Youngjoong Kwon, Lingjie Liu, Henry Fuchs, Marc Habermann, Christian Theobalt
NeurIPS 2023
[Project Page] [Paper]Jingyu Zhuang*, Chen Wang*, Liang Lin, Lingjie Liu, Guanbin Li
SIGGRAPH Asia 2023
[Paper]Marc Habermann, Lingjie Liu, Weipeng Xu, Gerard Pons-Moll, Michael Zollhoefer, Christian Theobalt
ACM SCA 2023 (Best Paper Honorable Mention)
[Project Page] [Paper]Qingzhe Gao*, Yiming Wang*, Libin Liu, Lingjie Liu, Christian Theobalt, Baoquan Chen
TVCG 2023
[Project Page] [Paper]Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu, Lingjie Liu, Adam Kortylewski, Christian Theobalt, Eric Xing
TPAMI 2023
[Project Page] [Paper]Yiming Wang*, Qin Han*, Marc Habermann, Kostas Daniilidis, Christian Theobalt, Lingjie Liu
ICCV 2023
[Project Page] [Paper] [Code]Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su
ICCV 2023
[Project Page] [Paper]Jiatao Gu, Alex Trevithick, Kai-En Lin, Josh Susskind, Christian Theobalt, Lingjie Liu, Ravi Ramamoorthi
ICML 2023
[Project Page] [Paper]Yuan Liu, Peng Wang, Cheng Lin, Xiaoxiao Long, Jiepeng Wang, Lingjie Liu, Taku Komura, Wenping Wang
SIGGRAPH 2023 (ACM Transactions on Graphics, Journal track)
[Project Page] [Paper] [Code] [Model & Dataset]Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt
SIGGRAPH 2023
[Project Page] [Paper] [Code]Peng Wang*, Yuan Liu*, Zhaoxi Chen, Lingjie Liu, Ziwei Liu, Taku Komura, Christian Theobalt, Wenping Wang
CVPR 2023 (highlight)
[Project Page] [Paper] [Code] [Data]Xiaoxiao Long, Cheng Lin, Lingjie Liu, Yuan Liu, Peng Wang, Christian Theobalt, Taku Komura, Wenping Wang
CVPR 2023
[Project Page] [Paper] [Code]Jian Wang, Diogo Luvizon, Weipeng Xu, Lingjie Liu, Kripasindhu Sarkar, Christian Theobalt
CVPR 2023
[Project Page] [Paper] [Code] [Data]Fangneng Zhan, Lingjie Liu, Adam Kortylewski, Christian Theobalt
ICLR 2023
[Project Page] [Paper] [Code] [Data]Xingang Pan, Ayush Tewari, Lingjie Liu, Christian Theobalt
3DV 2022
[Project Page] [Paper]Jiepeng Wang, Peng Wang, Xiaoxiao Long, Christian Theobalt, Taku Komura, Lingjie Liu, Wenping Wang
ECCV 2022
[Project Page] [Paper] [Code]Viktor Rudnev, Mohamed Elgharib, William Smith, Lingjie Liu, Vladislav Golyanik, Christian Theobalt
ECCV 2022
[Project page] [Paper] [Code] [Data]Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer
SIGGRAPH 2022 (ACM Transactions on Graphics, Journal track)
[Project page] [Paper]Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Diogo Luvizon, Christian Theobalt
CVPR 2022
[Project page] [Paper] [Dataset]Peng Wang, Yuan Liu, Guying Lin, Jiatao Gu, Lingjie Liu, Taku Komura, Wenping Wang
Arxiv 2022
[Paper]Yuan Liu, Sida Peng, Lingjie Liu, Qianqian Wang, Peng Wang, Christian Theobalt, Xiaowei Zhou, Wenping Wang
CVPR 2022
[Project page] [Paper] [Code]Weilin Wan, Lei Yang, Lingjie Liu, Zhuoying Zhang, Ruixing Jia, Yi-King Choi, Jia Pan, Christian Theobalt,Taku Komura, Wenping Wang
IEEE Robotics and Automation Letters 2022 (Presented at ICRA 2022)
[Project page] [Paper] [Data]Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt
ICLR 2022
[Project page] [Paper] [Code]Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, Wenping Wang
NeurIPS 2021 (Spotlight)
[Project page] [Paper] [Code]Lingjie Liu, Marc Habermann, Viktor Rudnev, Kripasindhu Sarkar, Jiatao Gu, Christian Theobalt
SIGGRAPH Asia 2021
[Project page] [Paper] [Video] [Code] [Data]Liqian Ma, Lingjie Liu, Christian Theobalt Luc Van Gool
3DV 2021
[Project page] [Paper]Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, Christian Theobalt
ICCV 2021 (Oral)
[Project page] [Paper]Xiaoxiao Long, Cheng Lin, Lingjie Liu, Wei Li, Christian Theobalt, Ruigang Yang, Wenping Wang
ICCV 2021
[Paper] [Code]Linjie Lyu, Marc Habermann, Lingjie Liu, Mallikarjun B R, Ayush Tewari, Christian Theobalt
ICCV 2021
[Project page] [Paper] [Video]Tao Hu, Kripasindhu Sarkar, Lingjie Liu, Matthias Zwicker, Christian Theobalt
ICCV 2021
[Project page]Marc Habermann, Lingjie Liu, Weipeng Xu, Michael Zollhoefer, Gerard Pons-Moll, Christian Theobalt
SIGGRAPH 2021
[Project page] [Paper] [Video]Kripasindhu Sarkar, Vladislav Golyanik, Lingjie Liu, Christian Theobalt
Arxiv 2021
[Project page] [Paper]Ikhsanul Habibie, Weipeng Xu, Dushyant Mehta, Lingjie Liu, Hans-Peter Seidel, Gerard Pons-Moll, Mohamed Elgharib, Christian Theobalt
ACM International Conference on Intelligent Virtual Agents (IVA) 2021 (Best Paper Award)
[Project page] [Paper]Kripasindhu Sarkar, Lingjie Liu, Vladislav Golyanik, Christian Theobalt
3DV 2021 (Oral)
[Project page] [Paper]Jae Shin Yoon, Lingjie Liu, Vladislav Golyanik, Kripasindhu Sarkar, Hyun Soo Park, Christian Theobalt
CVPR 2021
[Project page] [Paper] [Video]Yuan Liu, Lingjie Liu, Cheng Lin, Zhen Dong, Wenping Wang
CVPR 2021
[Paper]Xiaoxiao Long, Lingjie Liu, Wei Li, Christian Theobalt, Wenping Wang
CVPR 2021
[Paper]Lingjie Liu*, Jiatao Gu*, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt
NeurIPS 2020 (Spotlight)
[Project page] [Paper] [Code & Data] [Video] [Slides]Cheng Lin, Lingjie Liu, Changjian Li, Leif Kobbelt, Bin Wang, Shiqing Xin, Wenping Wang
TVCG 2020
[Project page] [Paper] [Code & Data]Zhaoqi Su, Weilin Wan, Tao Yu , Lingjie Liu, Lu Fang, Wenping Wang, Yebin Liu
TVCG 2020
[Project page] [Paper]Xiaoxiao Long, Lingjie Liu, Christian Theobalt, Wenping Wang
ECCV 2020
[Project page] [Paper] [Video] [Code]Peng Wang, Lingjie Liu, Nenglun Chen, Hung-Kuo Chu, Christian Theobalt, Wenping Wang
SIGGRAPH 2020
[Project page] [Paper] [Video] [Code]Nenglun Chen, Lingjie Liu, Zhiming Cui, Runnan Chen, Duygu Ceylan, Changhe Tu, Wenping Wang
CVPR 2020
[Project page] [Paper] [Code]Lingjie Liu, Weipeng Xu, Marc Habermann, Michael Zollhöfer, Florian Bernard, Hyeongwoo Kim, Wenping Wang, Christian Theobalt
TVCG 2020
[Project page] [Paper] [Video] [bibtex]Lingjie Liu, Weipeng Xu, Michael Zollhöfer, Hyeongwoo Kim, Florian Bernard, Marc Habermann, Wenping Wang, Christian Theobalt
ACM Transactions on Graphics (TOG) 2019
[Project page] [Paper] [Video] [Media] [bibtex]Jianwei Hu, Bin Wang, Lihui Qian, Yiling Pan, Xiaohu Guo, Lingjie Liu, Wenping Wang
IJCAI 2019
[Paper] [bibtex]Lingjie Liu*, Nenglun Chen*, Duygu Ceylan, Christian Theobalt, Wenping Wang, Niloy J. Mitra
SIGGRAPH Asia 2018
[Project page] [Paper] [Code] [Data] [Video] [bibtex]Lingjie Liu, Duygu Ceylan, Cheng Lin, Wenping Wang, Niloy J. Mitra
SIGGRAPH 2017
[Project page] [Paper] [Code] [Video] [bibtex] [Media]Lingjie Liu, Hongjie Zhang, Guanmei Jing, Yanwen Guo, Zhonggui Chen, Wenping Wang
TVCG 2017
[Paper] [Paper (local copy)] [bibtex]2014-2019
Hong Kong, China
Supervised by Prof. Wenping Wang.
2010-2014
Wuhan, China
2019
New York, USA
Courant Institute of Mathematical Sciences
Visited Prof. Daniele Panozzo at New York University from Feb 2019 to June 2019.
2018-2019
Saarbrucken, Germany
3D Video and Vision-based Graphics Group
Visited Prof. Christian Theobalt at Max-Planck-Institute for Informatics from March 2018 to Jan 2019.
2016-2017
London, UK
Smart Geometry Processing Group
Visited Prof. Niloy J. Mitra at UCL from Sept 2016 to Jan 2017, and from May 2017 to Nov 2017.