Kunpeng Li Research Scientist Meta Generative AI Email : kunpengli [at] meta.com,   kinpeng.li.1994 [at] gmail.com Github    
Google Scholar
About Me
I am a Research Scientist at Meta Generative AI (FB page).
My current research interests lie in Computer Vision and Deep Learning, especially learning with limited supervision, vision & language, Generative AI, scene understanding and etc.
2024.04: Core contributor of Text-to-Image foundation model that has been shipped to [Meta AI] as well as Instagram, WhatsApp, and Messenger.
2024.02: We have two papers accepted by CVPR 2024
2023.02: We have one paper accepted by CVPR 2023, welcome to check our Open-vocabulary Segmentation [Project] and [Demo].
2023.02: We have one paper accepted by ICLR 2023
2022.10: Core contributor of [Face Tracking model] that has been shiped to [Meta Quest Pro] to enable avatars to more closely mirror people's expressions in VR.
2022.09: We have one paper accepted by TOMM.
2022.02: We have one paper accepted by ICLR 2022.
2022.01: One paper is accepted by IEEE TPAMI and one is accepted by AAAI 2022[Post].
2021.09: Serve as a Senior Program Committee (SPC) member for IJCAI from 2022 to 2024.
2021.09: Join Facebook Reality Labs (FRL), CA as a Research Scientist.
2021.08: Defense my PhD and graduate from Northeastern University, Good bye Boston.
2021.06: One paper is accepted by IEEE TIP.
2021.04: Receive the Outstanding Graduate Research Award from College of Engineering, NEU.
2021.03: Our team won the 1st Prize in both RGB and RGB-D tracks of CVPR21 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition [code][link][news].
2021.03: One paper is accepted by CVPR 2021.
2020.11: One paper is accepted by Nature: Commun. Biol.
2020.09: One paper is accepted by IEEE TNNLS.
2020.03: Two papers are accepted by CVPR 2020.
2020.02: One paper is accepted by Lab on a Chip, one of the top journals in Chemical/Biomedical Engineering.
2020.01: Start my internship at Google AI Research, Sunnyvale, CA.
2019.07: Two papers are accepted by ICCV 2019, one as Oral and one as Poster.
2019.06: One paper is accepted by IEEE TPAMI .
2019.05: Start my internship at Bytedance AI Lab, Palo Alto, CA.
2018.05: Start my internship at Adobe Research, San Jose, CA.
2018.03: One paper is accepted by CVPR 2018 as spotlight .
2017.05: Start my internship at Siemens Research, Princeton, NJ.
2017.04: One paper is accepted by IJCAI 2017 .
2016.09: Begin my new journey at Northeastern University, Boston, MA.
Screencast Tutorial Video Understanding Kunpeng Li, Chen Fang, Zhaowen Wang, Seokhwan Kim, Hailin Jin, Yun Fu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF],
[Code],
[Project]
Visual Semantic Reasoning for Image-Text Matching Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu
International Conference on Computer Vision (ICCV), 2019 (Oral)[PDF],
[Code],
[Talk]
Attention Bridging Network for Knowledge Transfer Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu
International Conference on Computer Vision (ICCV), 2019
[PDF],
[Single-label Data][Localization Cues]
Residual Non-local Attention Networks for Image Restoration
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
International Conference on Learning Representations (ICLR), 2019
[PDF],
[Code]
Tell Me Where to Look: Guided Attention Inference Network Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight)[PDF],
[Code] by alokwhitewolf,
[Talk],
[Siemens Product],
[Patent]
Guided Attention Inference Network Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
[Paper]
Image Super-Resolution Using Very Deep Residual Channel Attention Networks
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
European Conference on Computer Vision (ECCV), 2018
[PDF],
[Code]
Multi-stream Deep Similarity Learning Networks for Visual Tracking Kunpeng Li, Yu Kong, Yun Fu
International Joint Conference on Artificial Intelligence (IJCAI), 2017
[PDF],
[Benchmark Results],
[Video Results]
A New Fingertip Detection and Tracking Algorithm and Its Application on Writing-in-the-air System Kunpeng Li, Xin Zhang
IEEE International Conference on Image and Signal Processing, 2014
[PDF],
[Extension],
[Demo]
Awards
College of Engineering Outstanding Graduate Research Award, 2021.
1st Prize in both RGB and RGB-D tracks of CVPR21 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition [code][link][news], 2021
Travel award for attending ICCV, 2019.
Travel award for attending CVPR, 2018.
NSF travel award for attending IJCAI, 2017.
Dean's Fellowship, College of Engineering, Northeastern University, 2016.
First Prize in Digital Image Processing Contest of Guangdong Province, 2015.
National Scholarship, South China University of Technology, 2014.
Meritorious Winner in International Mathematical Contest in Modeling, 2014.
Professonal Activities
Area Chair or Senior Program Committee Member for IJCAI
PC Member or Reviewer for CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, AAAI, TPAMI, IJCV, TIP, TNNLS, TMI, TMM, TOMM, TKDD