Liming Jiang (蒋李鸣)
Ph.D. student
Multimedia Laboratory (MMLab), S-Lab
School of Computer Science and Engineering
Nanyang Technological University (NTU), Singapore

Email: liming002 [at] ntu.edu.sg
[Google Scholar]  [GitHub]  [Twitter]

About Me


I am currently a Research Scientist Intern at Meta and a final-year Ph.D. student at the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore. I am affiliated with Multimedia Laboratory (MMLab) and S-Lab, NTU, supervised by Prof. Chen Change Loy. Before that, I received my bachelor’s degree from Jilin University in July 2019.
My research interests lie in computer vision and deep learning, especially image and video generation.

News


  • [09/2022] One paper is accepted to SIGGRAPH Asia 2022 (journal track, ACM TOG 2022).
  • [08/2022] Join Meta as a Research Scientist Intern - CV, AI and Machine Perception (PhD).
  • [07/2022] Invited talk at European Association for Biometrics (EAB) Workshop Digital Face Manipulation & Detection.
  • [07/2022] One paper is accepted to ECCV 2022.
  • [04/2022] One paper is accepted to CVPR 2022 Workshop on Vision Datasets Understanding.
  • [03/2022] Three papers are accepted to CVPR 2022.
  • [09/2021] The paper of APA for training GANs with limited data is accepted to NeurIPS 2021.
  • [07/2021] The paper of Focal Frequency Loss is accepted to ICCV 2021.
  • [06/2021] We organize OpenMMLab Workshop 2021.
  • [02/2021] The technical report of DeeperForensics Challenge 2020 is released on arXiv.
  • [08/2020] We host DeeperForensics Challenge 2020 based on our work DeeperForensics-1.0.
  • [08/2020] We organize ECCV 2020 SenseHuman Workshop.
  • [07/2020] We release our OpenMMLab image and video editing toolbox MMEditing
  • [07/2020] The paper of TSIT is accepted to ECCV 2020 (Spotlight).
  • [02/2020] The paper of DeeperForensics-1.0 is accepted to CVPR 2020.
  • [07/2019] Join Multimedia Laboratory (MMLab), NTU.
  • Experience


    Meta Platforms, Inc. Redmond, WA, USA
    Research Scientist Intern - CV, AI and Machine Perception (PhD)
    Aug. 2022 - Now
    Collaborators: Chen Kong, Justin Theiss, Aayush Prakash,
    David Molyneaux, Richard Newcombe


    SenseTime Research. Beijing, China
    Computer Vision Research Intern
    Jan. 2019 - June 2019
    Collaborators: Mingyang Huang, Chunxiao Liu, Jianping Shi

    Publications


    VToonify: Controllable High-Resolution Portrait Video Style Transfer
    Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
    ACM Transactions on Graphics (SIGGRAPH Asia), 2022
    (Journal track, selected as a cover image of the TOG issue)
    [Paper]  [Project Page]  [GitHub (Code) ]


    CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
    Hao Zhu*, Wayne Wu*, Wentao Zhu, Liming Jiang, Siwei Tang, Li Zhang, Ziwei Liu, Chen Change Loy
    European Conference on Computer Vision (ECCV), 2022
    [Paper]  [Project Page]  [GitHub (Dataset & Code) ]


    Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
    Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    [Paper]  [Project Page]  [GitHub (Code) ]


    Unsupervised Image-to-Image Translation with Generative Prior
    Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    [Paper]  [Project Page]  [GitHub (Code) ]


    TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
    Yanbo Xu*, Yueqin Yin*, Liming Jiang, Qianyi Wu, Chengyao Zheng, Chen Change Loy, Bo Dai, Wayne Wu
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    [Paper]  [Project Page]  [GitHub (Code) ]


    Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets
    Kenny T. R. Voo, Liming Jiang, Chen Change Loy
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022
    (Best Paper Award in NTU AI Research Student Conference (ARSC), 2022)
    [Paper]  [GitHub (Dataset & Code) ]


    Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
    Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy
    Conference on Neural Information Processing Systems (NeurIPS), 2021
    [Paper]  [Project Page]  [GitHub (Code) ]


    Focal Frequency Loss for Image Reconstruction and Synthesis
    Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy
    IEEE International Conference on Computer Vision (ICCV), 2021
    [Paper]  [Project Page]  [GitHub (Code) ]


    DeepFakes Detection: The DeeperForensics Dataset and Challenge
    Liming Jiang, Wayne Wu, Chen Qian, Chen Change Loy
    Book chapter. In Handbook of Digital Face Manipulation and Detection - From DeepFakes to Morphing Attacks, Springer, 2022
    [Book Link]  [Chapter Link]  [PDF


    DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
    Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, et al.
    arXiv preprint, 2021
    [Paper]  [GitHub ]  [Challenge Website]


    TSIT: A Simple and Versatile Framework for Image-to-Image Translation
    Liming Jiang, Changxu Zhang, Mingyang Huang, Chunxiao Liu, Jianping Shi, Chen Change Loy
    European Conference on Computer Vision (ECCV), 2020 (Spotlight)
    [Paper]  [GitHub (Code) ]


    DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
    Liming Jiang, Ren Li, Wayne Wu, Chen Qian, Chen Change Loy
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
    [Paper]  [Project Page]  [GitHub (Dataset & Code) ]

    Academic Events


  • Conference Reviewer: CVPR 2023, ECCV 2022, CVPR 2022, AAAI 2022, NeurIPS 2021, ICCV 2021, CVPR 2021.
  • Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Multimedia (TMM), Computer Vision and Image Understanding (CVIU).
  • Talk at European Association for Biometrics (EAB) Workshop Digital Face Manipulation & Detection.
  • Organizer of OpenMMLab Workshop 2021.
  • Talk at ECCV 2020 SenseHuman Workshop: DeeperForensics Challenge 2020 Briefing.  [YouTube]
  • Organizer of DeeperForensics Challenge 2020.
  • Organizer of ECCV 2020, The 2nd Workshop on Sensing, Understanding and Synthesizing Humans.
  • Competitions


  • ACM-ICPC Asia Regional Contest, Gold Medal, 2017
  • MCM/ICM, Meritorious Winner, 2017
  • China Collegiate Programming Contest (CCPC) of Northeast Area, Gold Medal, 2016
  • The 31st Chinese Physics Olympiad, First Prize, 2014
  • NOIP, First Prize, 2010
  • Honors and Awards


  • SDSC Dissertation Research Fellowship (6 recipients in Singapore), Singapore Data Science Consortium, 2021
  • NAP-SUG Research Scholarship, Nanyang Technological University, 2019
  • National Scholarship (top 1%), Ministry of Education of China, 2016, 2018
  • Excellent Student Award (every year), Jilin University, 2016, 2017, 2018
  • CCF Outstanding Student Award (72 students in China), China Computer Federation, 2018
  • Qihoo 360 Scholarship, 2018
  • SenseTime Scholarship (24 students in China), 2017
  • CASC Scholarship, 2017
  • Teaching


    Teaching Assistant of the following courses at Nanyang Technological University (NTU):
  • SC1005: Digital Logic, Fall 2021.
  • AI6126: Advanced Computer Vision, Fall 2020.
  • CE7491: Special Advanced Topic: Digital Image Processing, Fall 2020.
  • CE/CZ4073: Data Science for Business, Spring 2020.
  • CE/CZ1005: Digital Logic, Fall 2019.