Yanghao Li

I am an AI Researcher at Facebook AI Research (FAIR), where I work on computer vision and deep learning. I graduated with B.S. and M.S. degrees in Computer Science from Peking University in 2015 and 2018.

Email  /  Google Scholar  /  Github

profile photo

Publications

2023

game Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Chaitanya Ryali*, Yuan-Ting Hu*, Daniel Bolya*, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li*, Christoph Feichtenhofer*
International Conference on Machine Learning (ICML), 2023 (Oral)
Paper / Code
game Scaling Language-Image Pre-training via Masking
Yanghao Li*, Haoqi Fan*, Ronghang Hu*, Christoph Feichtenhofer†, Kaiming He†
Computer Vision and Pattern Recognition (CVPR), 2023
Paper / Code

2022

game Masked Autoencoders As Spatiotemporal Learners
Christoph Feichtenhofer*, Haoqi Fan*, Yanghao Li, Kaiming He
Conference on Neural Information Processing Systems (NeurIPS), 2022
Paper / Code
game Exploring Plain Vision Transformer Backbones for Object Detection
Yanghao Li, Hanzi Mao, Ross Girshick*, Kaiming He*
European Conference on Computer Vision (ECCV), 2022
Paper / Code
game MViTv2: Improved Multiscale Vision Transformers for Classification and Detection
Yanghao Li*, Chao-Yuan Wu*, Haoqi Fan, Karttikeya Mangalam, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer*
Computer Vision and Pattern Recognition (CVPR), 2022
Paper / Code
game Masked Autoencoders are Scalable Vision Learners
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral). Best Paper Nominee
Paper / Code
game MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition
Chao-Yuan Wu*, Yanghao Li*, Karttikeya Mangalam, Haoqi Fan, Bo Xiong, Jitendra Malik, Christoph Feichtenhofer*
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral)
Paper
game Reversible Vision Tranformers
Karttikeya Mangalam, Haoqi Fan, Yanghao Li, Chao-Yuan Wu, Bo Xiong, Christoph Feichtenhofer, Jitendra Malik
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral).
Paper / Code
game Ego4d: Around the world in 3,000 hours of egocentric video
Kristen Grauman et al.
Computer Vision and Pattern Recognition (CVPR), 2022 (Oral). Best Paper Nominee
Paper / Website

2021

game Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollár, Kaiming He, Ross Girshick
Tech report, 2021
Paper
game Multiscale Vision Transformers
Haoqi Fan*, Bo Xiong*, Karttikeya Mangalam*, Yanghao Li*, Zhicheng Yan, Jitendra Malik, Christoph Feichtenhofer*
International Conference on Computer Vision (ICCV), 2021
Paper / Code
game Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos
Yanghao Li, Tushar Nagarajan, Bo Xiong, Kristen Grauman
Computer Vision and Pattern Recognition (CVPR), 2021
Paper / Code
game PyTorchVideo: A Deep Learning Library for Video Understanding
Haoqi Fan*, Tullie Murrell*, Heng Wang‡, Kalyan Vasudev Alwala‡, Yanghao Li‡, Yilei Li‡, Bo Xiong ‡, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock†, Wan-Yen Lo†, Christoph Feichtenhofer†
ACM International Conference on Multimedia (ACM MM), 2021
Paper / Code / Website

Previous

game EGO-TOPO: Environment Affordances from Egocentric Video
Tushar Nagarajan, Yanghao Li, Christoph Feichtenhofer, Kristen Grauman
Computer Vision and Pattern Recognition (CVPR), 2020 (Oral)
Paper / Code / Website
game Scale-Aware Trident Networks for Object Detection
Yanghao Li*, Yuntao Chen*, Naiyan Wang, Zhaoxiang Zhang
International Conference on Computer Vision (ICCV), 2019 (Oral)
Paper / MXNet Code / Detectron2 Code
game Temporal Bilinear Networks for Video Action Recognition
Yanghao Li, Sijie Song, Yuqi Li, Jiaying Liu
Association for the Advancement of Artificial Intelligence (AAAI), 2019 (Oral)
Paper
game Adaptive Batch Normalization for Practical Domain Adaptation
Yanghao Li, Naiyan Wang, Jianping Shi, Xiaodi Hou, and Jiaying Liu
Pattern Recognition, 2018
Paper / ICLR workshop / Webpage
game Factorized Bilinear Models for Image Recognition
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou
International Conference on Computer Vision (ICCV), 2017
Paper / Code
game Demystifying Neural Style Transfer
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou
International Joint Conference on Artificial Intelligence (IJCAI), 2017 (Oral)
Paper / Code
game Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks
Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu
European Conference on Computer Vision (ECCV), 2016
Paper / Website

Opensource Projects
game PySlowFast: video understanding codebase for state-of-the-art research
Haoqi Fan, Yanghao Li, Wan-Yen Lo, Christoph Feichtenhofer
GitHub stars
game PyTorchVideo: A Deep Learning Library for Video Understanding
Haoqi Fan*, Tullie Murrell*, Heng Wang‡, Kalyan Vasudev Alwala‡, Yanghao Li‡, Yilei Li‡, Bo Xiong ‡, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock†, Wan-Yen Lo†, Christoph Feichtenhofer†
GitHub stars
Paper / Post
game SimpleDet - A Simple and Versatile Framework for Object Detection and Instance Recognition
Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang
GitHub stars
Paper

Last update: Apr. 2022      Template